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Xiao-Hai Yan 1 , Young-Heon Jo 1 , Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove Dr. Jet Propulsion Laboratory, Pasadena, CA 91109 Characteristic Features of DOC in the Labrador Sea based on Multi-Sensor Measurements AMOC
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Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Dec 18, 2015

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Page 1: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Xiao-Hai Yan1, Young-Heon Jo1, Feili Li1

and Tim Liu2

June 9, 20101 Center for Remote Sensing, University of Delaware2 M/S 300-323, 4800 Oak Grove Dr. Jet Propulsion Laboratory, Pasadena, CA 91109

Characteristic Features of DOC in the Labrador Sea based on Multi-Sensor

Measurements

AMOC

Page 2: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

DOC Studies in LSLabrador Sea Group (1998)- Labrador Sea Deep Convection

ExperimentMarshal and Shott (1998)- Open ocean deep convection:

Observations, theory and modelsYashayaev and Loder (2009)-Enhanced production of Labrador

Sea Water in 2008Vage et al.(2009)- Return of DOC to subpolar NAO in winter 2007-

2008Lozier (2009)-Overturning assumptions based on NAORemote Sensing?Fischer et al. (1999)-DOC using SAR (?)Hermann et al. (2009)-Monitoring DOC from space

(Mediterranean Sea)How Good is RS for DOC observations?

Page 3: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

DOC and Subsurface Phenomena

Detecting Mediterranean Outflow and Meddies (Yan et al.,JPO, 2006)

Page 4: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

4

(Yan et al.,JPO, 2006)

MethodologyMethodology• Integrated Multi-Sensor Data AnalysisIntegrated Multi-Sensor Data Analysis

• WhereWhere

1( , , , , ) [ ( , , , , ) ( , , , , )]

1[ ( , , , ) ( , , , )]

K

Total Total

K

UL UL Total UL

T S W X t T S W X t T S W X tK

T W X t T W X tK

]),,(1

),,([

]),,(1

),,([

K

WW

K

TTUL

tXWK

tXW

tXTK

tXT

)(,,0

0

400

0

400

curlgf

gSdzTdz WST

Page 5: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

04/18/235

NAUCW: North Atlantic Upper Cold Water 2.5 - 5 °C

NABCW: North Atlantic Bottom Cold Water 0 - 2.5 °C

Page 6: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Where is DOC in LS?When does it occur?Can we observe/monitor it?

How much does water sink?How much contribution to the AMOC……

Chanut et al., 2008

Page 7: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Relation between DOC and NAO

Strong DOCWeak DOC

Page 8: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Vertical structures of DOC from floats measurements

Weak and strong DOC events?

Yashayaev and Loder (2009)

Page 9: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Strategy to detect DOC events using RS

Two proxies for detecting DOCLST and SST differences and winds’ directionSteric heights and steric ratios

Fisher et al., 1999

Page 10: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Brunt-Vaisala (Buoyancy) frequency from a Float

How long it takes to reach 1800m depth?

Can SSHA contain DOC signals?

Page 11: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Land and Sea Surface Temperature with Winds

Page 12: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Satellite observations for weak and strong DOC events

Weak DOC events Strong DOC events

SSHA

LST and SST

Winds

Page 13: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

B

C

A

D

Proxy I for DOC events based on temperature differences

Page 14: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Temperature comparisons over land and sea

Monthly temperature for Jan and FebWeekly temperature for Jan and FebWeekly temperature from 2006 to 2008

Page 15: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Steric height and its ratio (Sr)for Proxy II

0

0

dz

dz

Z

S

Z

T

T

Sr

S

T

S

Where, α and β are the thermal and the salt expansion coefficients, respectively.

Page 16: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Proxy II for DOC events based on steric height ratio 4900500

4900537

4900683

Page 17: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

STD SSHA

Mean SSHA

2/15~4/15

2/15~4/15

2/15~4/15

200820072006

Page 18: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Direct evidence for DOC by estimating subsurface temperature

(Kang, Jo and Yan,2010)

Page 19: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Simulation for STA

Page 20: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Comparisons between estimated and GODAS measurements

Page 21: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Spatial Empirical Mode Decomposition for SSHA

(Jo, Yan, Li and Lee 2010)

Page 22: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Spatial Empirical Mode Decomposition for SST

(Jo, Yan, Li and Lee 2010)

Page 23: Xiao-Hai Yan 1, Young-Heon Jo 1, Feili Li 1 and Tim Liu 2 June 9, 2010 1 Center for Remote Sensing, University of Delaware 2 M/S 300-323, 4800 Oak Grove.

Preliminary Conclusion•Difficult to detect precondition of DOC, but possible to monitoring DOC after convection.

• Two proxies are useful to monitor changes in water column of DOC and non-DOC sites.

•Temperature proxy for DOC shows that low SST requires LST threshold at -3C between Green Land and West of Baffin Sea . Steric height ratio proxy shows ~ 8 times larger for strong DOC than weak DOC.

• Subsurface temperature can be estimated from SSHA and provide information for AMOC & DOC analyses.

•Caution is required in analyzing with satellite data since there are still other similar signatures.

•EEMD can be used to decompose different spatial scales.