1 #shareEGU20 Farinotti et al. | | Laboratory of Hydraulics, Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest, Snow and Landscape Research WSL Daniel Farinotti, Walter W. Immerzeel, Remco de Kok, Duncan J. Quincey, and Amaury Dehecq Manifestations and mechanisms of the Karakoram glacier Anomaly
47
Embed
Manifestations and mechanisms of the Karakoram …...Swiss Federal Institute for Forest, Snow and Landscape Research WSL Visuals first! (2/4) Figure 2: Recent glacier changes in High
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1 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Daniel Farinotti Walter W Immerzeel Remco de Kok Duncan J Quincey and Amaury Dehecq
Manifestations and mechanisms of the Karakoram glacier Anomaly
2 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
A different EGU a different presentation approach
Hi Thanks for taking the time of clicking on this contribution
Since this yearrsquos EGU is completely different also our ldquopresentationrdquo is As you have certainly recognised this contribution was about our perspective article published earlier this year httpsdoiorg101038s41561-019-0513-5
What you will find in the following is (a) the main figures of the article (b) a set of questions meant to trigger a discussion (c) the accepted version of the article
See hear and read you in the chat shareEGU20
3 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (14)
Figure 1 Distribution of Karakoram glaciers and climate characteristic (a) Glacier coverage and regions as per Randolph Glacier Inventory version 6 (b) Regional average temperature (connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown based on the classification by ref 90 (c) GoogleEarth image with looped and folded moraines providing indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier (d) Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit Rina Seed) Note the person for scale
4 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (24)
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation change is shown together with changes in ice flow velocity for the period 2000-2016 The size of the circles is proportional to the glacier area Data are aggregated on a 1degx1deg grid and uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in Figure 1a and includes the Karakoram Elevation change data Brun et al NGEO 2017 httpdoiorg101038ngeo2999L3 Velocity data Dehecq et al NGEO 2019 httpdoiorg101038s41561-018-0271-9
5 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (34)
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period 1980-2018 The representations are based on ERA5 data Trend significances and a comparison to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3 and S2 respectively A 2000m contour line (black) is provided for orientation
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
2 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
A different EGU a different presentation approach
Hi Thanks for taking the time of clicking on this contribution
Since this yearrsquos EGU is completely different also our ldquopresentationrdquo is As you have certainly recognised this contribution was about our perspective article published earlier this year httpsdoiorg101038s41561-019-0513-5
What you will find in the following is (a) the main figures of the article (b) a set of questions meant to trigger a discussion (c) the accepted version of the article
See hear and read you in the chat shareEGU20
3 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (14)
Figure 1 Distribution of Karakoram glaciers and climate characteristic (a) Glacier coverage and regions as per Randolph Glacier Inventory version 6 (b) Regional average temperature (connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown based on the classification by ref 90 (c) GoogleEarth image with looped and folded moraines providing indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier (d) Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit Rina Seed) Note the person for scale
4 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (24)
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation change is shown together with changes in ice flow velocity for the period 2000-2016 The size of the circles is proportional to the glacier area Data are aggregated on a 1degx1deg grid and uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in Figure 1a and includes the Karakoram Elevation change data Brun et al NGEO 2017 httpdoiorg101038ngeo2999L3 Velocity data Dehecq et al NGEO 2019 httpdoiorg101038s41561-018-0271-9
5 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (34)
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period 1980-2018 The representations are based on ERA5 data Trend significances and a comparison to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3 and S2 respectively A 2000m contour line (black) is provided for orientation
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
3 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (14)
Figure 1 Distribution of Karakoram glaciers and climate characteristic (a) Glacier coverage and regions as per Randolph Glacier Inventory version 6 (b) Regional average temperature (connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown based on the classification by ref 90 (c) GoogleEarth image with looped and folded moraines providing indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier (d) Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit Rina Seed) Note the person for scale
4 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (24)
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation change is shown together with changes in ice flow velocity for the period 2000-2016 The size of the circles is proportional to the glacier area Data are aggregated on a 1degx1deg grid and uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in Figure 1a and includes the Karakoram Elevation change data Brun et al NGEO 2017 httpdoiorg101038ngeo2999L3 Velocity data Dehecq et al NGEO 2019 httpdoiorg101038s41561-018-0271-9
5 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (34)
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period 1980-2018 The representations are based on ERA5 data Trend significances and a comparison to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3 and S2 respectively A 2000m contour line (black) is provided for orientation
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
4 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (24)
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation change is shown together with changes in ice flow velocity for the period 2000-2016 The size of the circles is proportional to the glacier area Data are aggregated on a 1degx1deg grid and uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in Figure 1a and includes the Karakoram Elevation change data Brun et al NGEO 2017 httpdoiorg101038ngeo2999L3 Velocity data Dehecq et al NGEO 2019 httpdoiorg101038s41561-018-0271-9
5 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (34)
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period 1980-2018 The representations are based on ERA5 data Trend significances and a comparison to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3 and S2 respectively A 2000m contour line (black) is provided for orientation
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
5 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (34)
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period 1980-2018 The representations are based on ERA5 data Trend significances and a comparison to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3 and S2 respectively A 2000m contour line (black) is provided for orientation
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
6 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
Visuals first (44)
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every element a relative level of confidence in its characterization or understanding is given The confidence level is based upon the authorsrsquo expert judgement and literature review
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
7 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
And to trigger some discussionhellip hellip you could think about or give us feedback on the following 1) Did you found our perspective (not only the figures -) ) reasonably complete 2) Did we miss something eg an important work process or thought 3) What do you think about the ldquolevel of confidencerdquo that we attributed in
Figure 3 Do you agree with that 4) A certainly surprising if not shocking emerging thesis is that the Anomaly
could be influenced by human activities What do you think of that 5) Whatrsquos your take on what the community should do next for better
understanding the regional glacier behaviour 6) Do you have first-hand experience in the Karakoram that you want to
report about Let us know in the chat
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
8 shareEGU20 Farinotti et al | | Laboratory of Hydraulics Hydrology and Glaciology (VAW) Swiss Federal Institute for Forest Snow and Landscape Research WSL
What followshellip
hellip is the paperrsquos text figures references and supplementary as it was accepted and later published
Our understanding is that this copy respects the relevant copyright agreements
Thank you for your interest
Manifestations and mechanisms of the Karakoram glacier1
Anomaly2
Daniel Farinotti12 (ORCID 0000-0003-3417-4570) Walter W Immerzeel3 (ORCID 0000-0002-3
2010-9543) Remco de Kok3 (ORCID 0000-0001-6906-2662) Duncan J Quincey4 (ORCID4
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
96 Gilbert A et al Mechanisms leading to the 2016 giant twin glacier collapses Aru Range620
Tibet The Cryosphere 12 2883ndash2900 (2018) doihttpdoiorg105194621
tc-12-2883-2018622
97 Dimri A P Kumar D Choudhary A amp Maharana P Future changes over the Himalayas623
Mean temperature Global and Planetary Change 162 235ndash251 (2018) doihttp624
doiorg101016jgloplacha201801014625
98 Kraaijenbrink P Lutz A Bierkens M amp Immerzeel W Impact of a global temperature626
rise of 15 degrees Celsius on Asiarsquos glaciers Nature 549 257ndash260 (2017) doihttp627
doiorg101038nature23878628
99 Quincey D et al The changing water cycle the need for an integrated assessment of the re-629
silience to changes in water supply in High-Mountain Asia Wiley Interdisciplinary Reviews630
Water 5 e1258 (2018) doihttpdoiorg101002wat21258631
100 Benn D I et al Response of debris-covered glaciers in the Mount Everest region to recent632
warming and implications for outburst flood hazards Earth-Science Reviews 114 156ndash174633
(2012) doihttpdoiorg101016jearscirev201203008634
101 Anderson L S amp Anderson R S Modeling debris-covered glaciers response to steady635
debris deposition The Cryosphere 10 1105ndash1124 (2016) doihttpdoiorg10636
5194tc-10-1105-2016637
23
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
102 Harrison W D amp Post A S How much do we really know about glacier surg-638
ing Annals of Glaciology 36 1ndash6 (2003) doihttpdoiorg103189639
172756403781816185640
103 Kumar P et al Response of Karakoram-Himalayan glaciers to climate variability and cli-641
matic change A regional climate model assessment Geophysical Research Letters 42 1818ndash642
1825 (2015) doihttpdoiorg1010022015GL063392643
Correspondence and requests for materials should be addressed to DF644
Acknowledgements We thank Fanny Brun for providing the data underlying Figure 2 and Supplementary645
Figure S1 and Jesse Norris for providing the data for Supplementary Figure S3646
Author contributions DF initiated the article designed the figures and led the writing to which all au-647
thors contributed WWI and DQ provided materials for Figure 1 and Box 1 AD provided materials for648
Figures 1 and 2 The analyses shown in Figure 3 and Supplementary Figures S2 and S3 were performed by649
RdK RdK and WWI conceived Figure 4 with additions from AD DF and DQ650
Additional information Reprints and permissions information is available online at wwwnaturecomreprints651
Correspondence and requests for materials should be addressed to DF652
Competing financial interests The authors declare no competing financial interests653
24
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
654
BOX 1 ndash Peculiarities of Karakoram glaciers Compared to other regions of High Mountain
Asia glaciers in the Karakoram are unusually large2 and have exceptional elevation ranges
The extremely high altitudes reaching above 8000 m asl at times cause precipitation to
occur as snow during most of the year giving rise to a year-round accumulation regime43 The
characteristic steep mountain walls confining the accumulation area of many glaciers cause
orographic concentration of snow (Turkestan- and Mustagh-type glaciers43) and are source of
extensive debris1 The latter covers the ablation zones of many glaciers in the region The
debris cover in turn makes the glacier response to external forcing non-linear100 and results
in large glacier portions persisting at lower elevations when compared to debris-free glaciers
responding to the same climate forcing101 Widespread surging activity gives rise to some
peculiar geomorphic features such as lobed medial moraines strandlines ice foliation and
rugged strongly-crevassed glacier surfaces20
655
656
657
25
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
BOX 2 ndash Classical surging mechanisms Two main mechanisms have been proposed to ex-
plain glacier surging102 thermal and hydrological control Both attribute the ultimate cause
of the acceleration in ice motion to an increase in subglacial water pressure and the resulting
enhancement of sliding at the glacier base
bull In thermally controlled surges changes in basal temperature promote a positive feedback
between ice deformation basal melt pore water pressure and sliding This mechanism is
comparatively slow and leads to seasonally independent surge initiation- and termination-
phases that are several years long
bull In hydrologically controlled surges the increase in sliding velocities are directly caused by
a change in the efficiency and therefore water pressure of the subglacial drainage system
This mechanism is much faster than the thermal one and results in phases of winter initiation
and summer termination both of days to weeks duration
Recent work94 proposed a unifying theory that recognises the importance of both heat and wa-
ter casting surges as an imbalance in enthalpy This imbalance occurs only within narrow
climatic and geometric envelopes18 both of which can be found in the Karakoram and neigh-
bouring regions
658
659
660
BOX 3 ndash Karakoram climate In contrast to the neighbouring Himalaya which are under
the influence of the Indian monsoon the Karakoramrsquos climate54 is predominantly influenced by
westerly weather systems and the Tibetan anticyclone Most of the annual precipitation falls in
spring and winter during which the westerly influence dominates (Fig 1b) The Mediterranean
and the Caspian Sea are the main moisture sources during such conditions The monsoon
makes sporadic incursions during summer with amounts of precipitation rapidly decreasing
from south-east to north-west Moisture from the Arabian Sea is brought to the region when
low-pressure systems develop over Pakistan In such cases precipitation decreases sharply
northward due to orographic shielding
661
662
26
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure 1 Distribution of Karakoram glaciers and climate characteristic a Glacier cover-
age and regions as per Randolph Glacier Inventory2 version 6 b Regional average temperature
(connected squares) and precipitation (bars) for the period 1989-2007 re-drawn from ref 103 The
influence of Mid-Latitude Westerlies (MLW) and the Indian Summer Monsoon (ISM) is shown
based on the classification by ref 90 c GoogleEarth image with looped and folded moraines pro-
viding indications of past surges at (1) Panmah (2) South Skamri and (3) Sarpo Langgo Glacier
d Terminus of Shishper Glacier in May 2019 showing clear sign of recent advance (image credit
Rina Seed) Note the person for scale
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure 2 Recent glacier changes in High Mountain Asia The rate of glacier surface elevation
change28 is shown together with changes in ice flow velocity15 for the period 2000-2016 The
size of the circles is proportional to the glacier area Data are aggregated on a 1 times 1 grid and
uncertainties are shown in Supplementary Figure S1 The red box indicates the area shown in
Figure 1a and includes the Karakoram
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure 3 Potential meteo-climatic drivers of the Karakoram Anomaly The spatial distribution
of linear trends in (a) summer (JJA) temperature (b) annual precipitation (c) summer net short-
wave (SW) radiation and (d) summer net longwave (LW) radiation is shown for the time period
1980-2018 The representations are based on ERA5 data92 Trend significances and a comparison
to the high-resolution climate model results by ref 76 are provided in Supplementary Figures S3
and S2 respectively A 2000 m contour line (black) is provided for orientation
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure 4 Schematic of the process-chain leading to anomalous glacier evolution For every
element a relative level of confidence in its characterization or understanding is given The confi-
dence level is based upon the authorsrsquo expert judgement and literature review
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Supplementary Material
Manifestations and mechanisms ofthe Karakoram glacier Anomaly
Daniel Farinotti12 Walter W Immerzeel3 Remco de Kok3Duncan J Quincey4 Amaury Dehecq12
1 Laboratory of Hydraulics Hydrology and Glaciology (VAW) ETH Zurich Zurich Switzerland2 Swiss Federal Institute for Forest Snow and Landscape Research (WSL) Birmensdorf Switzerland3 Department of Physical Geography Faculty of Geosciences Utrecht University Utrecht The Netherlands4 School of Geography University of Leeds LeedsUnited Kingdom
1
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
S1 Brief history of the idea of a Karakoram Anomaly1
Early reports on Karakoram glaciers stem from European exploration journeys during the mid-19th2
and the early 20th century [1 2 3 4] With respect to possible anomalous behaviour signs of3
rapid partly cyclic [5] glacier advance were of particular interest In an overview from the 1930s [6]4
this behaviour was attributed to rdquoaccidental changesrdquo and was thought to be directly responsible5
for the high number of river-floods caused by the outburst of glacier-dammed lakes Today some6
of these rdquoaccidental changesrdquo are recognized to be glacier surges A first inventory of Karakoram7
surges was presented in the late 1960s [7]8
The difference in behaviour of Karakoram glaciers when compared to the rest of High Mountain Asia9
or to more intensively studied regions in Europe and North America was addressed by individual10
studies between the late 1970s and early 1990s [8 9 10 11] It was around the latter decade11
however that interest in the Karakoram gained momentum [12] with several studies focusing on12
surge-type glaciers [13 14 15 16 17 18] By the mid-2000s enough evidence had accumulated to13
prompt Hewitt [19] to propose the existence of a rdquoKarakoram Anomalyrdquo he highlighted how the14
central Karakoram rdquodoes emerge as the largest of those very few areas where glaciers are growing15
today most probably due to the great elevations relief and distinctive climatic regimes involvedrdquo16
The latter interpretation rested upon reports analysing regional climatic trends [20] which seemed17
to indicate the possibility that the glaciers of the region were gaining mass18
The idea of the Karakoram having a positive glacier mass budget was intriguing but was also19
met with scepticism [21 22] For one it was in stark contrast to the widespread glacier mass20
loss observed for the Himalaya [23] and other nearby regions [24] for another it was in contra-21
diction with the only glaciological mass balance measurements available for the region [25] The22
quest gained additional attention after the publication of the Intergovernmental Panel on Climate23
Changersquos Fourth Assessment Report in 2007 [26] The report in fact included the unfortunate24
and erroneous [27 28] claim that rdquothe likelihood of [glaciers in the Himalayas] disappearing by the25
year 2035 and perhaps sooner is very highrdquo This sparked a suite of new studies often fostered by26
the advances in remote sensing capabilities [29 30] which confirmed the Karakoram being a region27
with slightly positive glacier balances [31] resulting in glacier expansion [32] and thickening [33]28
In the same wake also the regionrsquos many surge-type glaciers gained attention [34 35 36 37 38]29
with indications for a noticeable increase in surging activity after the year 1990 [39]30
The most recent studies [40 41 42 43] largely confirm that albeit small in magnitude a slight31
glacier mass gain has occurred in the Karakoram during the past two decades Compared to32
worldwide glacier changes this seems the strongest argument for a rdquoKarakoram Anomalyrdquo at33
present34
2
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure S1 Uncertainties in trends of glacier surface elevation changes and ice-flowvelocities Circles show the 2σ-uncertainty of the glacier surface elevation change rates by Brunet al [44] (colors of the circles in Fig 2 of the main article) and arrows show the 2σ-uncertaintyof the ice flow velocity trends by Dehecq et al [45] (arrows in Fig 2 of the main article) Basemapsource Esri USGS NOAA
3
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure S2 Comparison of climatic trends from different datasets 1979-2014 trends in April-to-March temperatures (left column a c) and precipitation (right column b d) are compared fortwo dataset The top row (a b) refers to the ERA5 climate reanalysis [46] the bottom row (cd) to the Climate Forecast System Reanalysis (CFSR) downscaled by using the Weather Researchand Forecasting (WRF) model (Norris et al [47]) Spatial resolution is 31 km for ERA5 and 6 kmfor the WRF-downscaled CFSR Note that the WRF-downscaled CFSR dataset does not cover thewhole domain (white areas) A 2000 m contour line (black) is provided for orientation
4
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67
[14] Hewitt K Wake C P Young G J amp David C Hydrological investigations at Biafo Glacier70
Karakoram Range Himalaya an important source of water for the Indus River Annals of71
Glaciology 13 103ndash108 (1989) doi httpdoiorg103189S026030550000771072
6
[15] Gardner J S amp Hewitt K A surge of Bualtar Glacier Karakoram Range Pakistan A73
possible landslide trigger Journal of Glaciology 36 159ndash162 (1990) doi httpdoiorg74
103189S002214300000939475
[16] Wake C P amp Searle M P Rapid advance of Pumarikish Glacier Hispar Glacier Basin76
Karakoram Himalaya Journal of Glaciology 39 204ndash206 (1993) doi httpdoiorg1077
3189S002214300001584778
[17] Kotliakov V M (ed) World atlas of snow and ice resources (Russian Academy of Sciences79
Institute of Geography Moscow Russia 1997)80
[18] Diolaiuti G Pecci M amp Smiraglia C Liligo Glacier Karakoram Pakistan a reconstruc-81
tion of the recent history of a surge-type glacier Annals of Glaciology 36 168ndash172 (2003)82
doi httpdoiorg10318917275640378181610383
[19] Hewitt K The Karakoram Anomaly Glacier Expansion and the rsquoElevation Effectrsquo84
Karakoram Himalaya Mountain Research and Development 25 332ndash340 (2005) doi http85
doiorg1016590276-4741(2005)025[0332TKAGEA]20CO286
[20] Archer D R amp Fowler H J Spatial and temporal variations in precipitation in the Upper87
Indus Basin global teleconnections and hydrological implications Hydrology and Earth System88
Sciences 8 47ndash61 (2004) doi httpdoiorg105194hess-8-47-200489
[21] Immerzeel W W Droogers P De Jong S M amp Bierkens M F P Large-scale monitoring90
of snow cover and runoff simulation in Himalayan river basins using remote sensing Remote91
sensing of Environment 113 40ndash49 (2009) doi httpdoiorg101016jrse20080892
01093
[22] Cogley J Present and future states of Himalaya and Karakoram glaciers Annals of Glaciology94
52 69ndash73 (2011) doi httpdoiorg10318917275641179909627795
[23] Kargel J S et al Multispectral imaging contributions to global land ice measurements from96
space Remote Sensing of Environment 99 187ndash219 (2005) doi httpdoiorg10101697
jrse20050700498
[24] Liu S et al Glacier retreat as a result of climate warming and increased precipitation in99
the Tarim river basin northwest China Annals of Glaciology 43 91ndash96 (2006) doi http100
doiorg103189172756406781812168101
[25] Bhutiyani M R Mass-balance studies on Siachen glacier in the Nubra valley Karakoram102
Himalaya India Journal of Glaciology 45 112ndash118 (1999) doi httpdoiorg101017103
S0022143000003099104
[26] Cruz R V et al Aisa In Parry M L Canziani O F Palutikof J P van der Linden105
P J amp Hanson C E (eds) Climate Change 2007 Impacts adaptation and vulnerability106
Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental107
Panel on Climate Change 469ndash506 (Cambridge University Press Cambridge UK 2007)108
[27] Raina V K Himalayan Glaciers ndash A State-of-art review of glacial studies glacial retreat and109
climate change MoEF discussion paper Ministry of Environment and Forests Government110
of India New Delhi India (2009)111
7
[28] Cogley J G Kargel J S Kaser G amp van der Veen C J Tracking the source of glacier112
misinformation Science 327 522 (2010) doi httpdoiorg101126science3275965113
522-a114
[29] Kaab A Combination of SRTM3 and repeat ASTER data for deriving alpine glacier flow115
velocities in the Bhutan Himalaya Remote Sensing of Environment 94 463ndash474 (2005)116
doi httpdoiorg101016jrse200411003117
[30] Luckman A Quincey D J amp Bevan S The potential of satellite radar interferometry118
and feature tracking for monitoring flow rates of Himalayan glaciers Remote Sensing of119
Environment 111 172ndash181 (2007) doi httpdoiorghttpsdoiorg101016jrse120
200705019121
[31] Gardelle J Berthier E amp Arnaud Y Slight mass gain of Karakoram glaciers in the early122
twenty-first century Nature Geoscience 5 322ndash325 (2012) doi httpdoiorg101038123
ngeo1450124
[32] Scherler D Bookhagen B amp Strecker M R Spatially variable response of Himalayan125
glaciers to climate change affected by debris cover Nature Geoscience 4 156ndash159 (2011)126
doi httpdoiorg101038ngeo1068127
[33] Kaab A Berthier E Nuth C Gardelle J amp Arnaud Y Contrasting patterns of early128
twenty-first-century glacier mass change in the Himalayas Nature 488 495ndash498 (2012)129
doi httpdoiorg101038nature11324130
[34] Copland L et al Glacier velocities across the central karakoram Annals of Glaciology 50131
41ndash49 (2009) doi httpdoiorg103189172756409789624229132
[35] Quincey D J et al Ice velocity and climate variations for Baltoro Glacier Pakistan Journal133
of Glaciology 55 1061ndash1071 (2009) doi httpdoiorg103189002214309790794913134
[36] Quincey D J et al Karakoram glacier surge dynamic Geophysical Research Letters 38135
L18504 (2011) doi httpdoiorg1010292011GL049004136
[37] Mayer C Fowler A C Lambrecht A amp Scharrer K A surge of North Gasherbrum Glacier137
Karakoram China Journal of Glaciology 57 904ndash916 (2011) doi httpdoiorg103189138
002214311798043834139
[38] Ding M et al Surge-type glaciers in Karakoram Mountain and possible catastrophes alongside140
a portion of the Karakoram Highway Natural Hazards 90 1017ndash1020 (2018) doi http141
doiorg101007s11069-017-3063-4142
[39] Copland L et al Expanded and recently increased glacier surging in the Karakoram Arc-143
tic Antarctic and Alpine Research 43 503ndash516 (2011) doi httpdoiorg101657144
1938-4246-434503145
[40] Kaab A Treichler D Nuth C amp Berthier E Brief Communication Contending estimates146
of 2003ndash2008 glacier mass balance over the Pamir-Karakoram-Himalaya The Cryosphere 9147
557ndash564 (2015) doi httpdoiorg105194tc-9-557-2015148
[41] Brun F Berthier E Wagnon P Kaab A amp Treichler D A spatially resolved estimate of149
High Mountain Asia glacier mass balances from 2000 to 2016 Nature Geoscience 10 668ndash673150
(2017) doi httpdoiorg101038ngeo2999L3151
8
[42] Zemp M et al Global glacier mass balances and their contributions to sea-level rise from 1961152
to 2016 Nature 568 382ndash386 (2019) doi httpdoiorg101038s41586-019-1071-0153
[43] Berthier E amp Brun F Karakoram glacier mass balances between 2008 and 2016 persistence154
of the anomaly and influence of a large rock avalanche on Siachen Glacier Journal of Glaciology155
65 494ndash507 (2019) doi httpdoiorg101017jog201932156
[44] Brun F et al Heterogeneous Influence of Glacier Morphology on the Mass Balance Variability157
in High Mountain Asia Journal of Geophysical Research Earth Surface 124 (2019) doi http158
doiorg1010292018JF004838159
[45] Dehecq A et al Twenty-first century glacier slowdown driven by mass loss in High160
Mountain Asia Nature Geoscience 12 22ndash27 (2019) doi httpdoiorg101038161
s41561-018-0271-9162
[46] Copernicus Climate Change Service ERA5 Fifth generation of ECMWF atmospheric reanal-163
yses of the global climate Available at httpscdsclimatecopernicuseucdsapphome164
[Online resource last accessed July 2019] (2017)165
[47] Norris J Carvalho L M V Jones C amp Cannon F Deciphering the contrasting climatic166
trends between the central Himalaya and Karakoram with 36 years of WRF simulations167
Climate Dynamics 52 159ndash180 (2019) doi httpdoiorg101007s00382-018-4133-3168
[48] Oliphant T E Python for Scientific Computing Computing in Science amp Engineering 9169
10ndash20 (2007) doi httpdoiorg101109MCSE200758170
9
00_pres_EGU2020_farinotti
Manifestations and mechanismsof the Karakoram glacier Anomaly
Slide Number 2
Slide Number 3
Slide Number 4
Slide Number 5
Slide Number 6
Slide Number 7
Slide Number 8
01_paper_karakoram_anomaly_r01_as_submitted
02_supplementary_karakoram_anomaly_r01_revised
Brief history of the idea of a Karakoram Anomaly
Figure S3 Significance of climatic trends Panels show the significance of 1980-2018 trends in(a) summer (JJA) temperature (b) annual precipitation (c) summer net shortwave radiation and(d) summer net longwave radiation (cf Fig 3 in the main article) Significance levels are expressedin units of standard deviations (σ) from the mean and are obtained from two-sided p-values of aWald test The Wald test was performed using the Python package SciPy [48] A 2000 m contourline (black) is provided for orientation
5
Supplementary References35
[1] Schlagintweit H Schlagintweit A amp Schlagintweit R Results of a scientific mission to India36
and High Asia undertaken between the years 1854 and 1858 (Trubner London UK 1861) 437
volumes38
[2] Godwin-Austen H H The glaciers of the Muztagh Range Proceedings of the Royal Geo-39
graphic Society 34 19ndash56 (1864)40
[3] Shaw R Visits to High Tartary Yarkand and Kashghar Formerly Chineese Tartary (John41
Murray London UK 1871)42
[4] Hayden H H Notes on certain glaciers in Northwest Kashmir Records of the Geological43
Survey of India 35 127ndash137 (1907)44
[5] Longstaff T G Glacier exploration in the Eastern Karakoram The Geographical Journal 3545
622ndash653 (1910) doi httpdoiorg102307177723546
[6] Mason K The glaciers of the Karakoram and neighbourhood (Geological Survey of India47
1930)48
[7] Hewitt K Glacier surges in the Karakoram Himalaya (Central Asia) Canadian Journal of49
Earth Sciences 6 1009ndash1018 (1969) doi httpdoiorg101139e69-10650
[8] Mayewski P A amp Jeschke P A Himalayan and Trans-Himalayan glacier fluctuations since51
AD 1812 Arctic and Alpine Research 11 267ndash287 (1979) doi httpdoiorg10108052
0004085119791200413753
[9] Batura Glacier Investigation Group The Batura Glacier in the Karakoram mountains54
and its variations Scientia Sinica 22 958ndash974 (1979) doi httpdoiorg10136055
ya1979-22-8-95856
[10] Kick W The decline of the last Little Ice Age in High Asia compared with that in the Alps57
In Oerlemans J (ed) Glacier fluctuations and climate change 129ndash142 (Kluwer Dordrecht58
The Netherlands 1989) doi httpdoiorg101007978-94-015-7823-3_859
[11] Shroder J F Owen L amp Derbyshire E Quaternary glaciation of the Karakoram moun-60
tains and Nanga Parbat Himalaya In Shroder J F J (ed) Himalaya to the Sea Geology61
Geomorphology and the Quaternary 159ndash183 (Routledge London UK 1993) doi http62
doiorg104324978020341463763
[12] Hewitt K Glaciers receive a surge of attention in the Karakoram Himalaya EOS Transac-64
tions of the American Geophysical Union 79 104ndash105 (1998) doi httpdoiorg10102965
98EO0007166
[13] Young G amp Schmok J Ice loss in the ablation area of a Himalayan glacier studies on67