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Arctic Science for Improving Prediction John Walsh University of Alaska, Fairbanks NOAA Science Challenge Workshop, May 2014
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Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Oct 07, 2020

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Page 1: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Arctic Science for Improving Prediction

John Walsh

University of Alaska, Fairbanks                  

NOAA Science Challenge Workshop, May 2014  

Page 2: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Timescales of interest:

• Weather • Interannual • Decadal to multidecadal

Page 3: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Timescales of interest:

• Weather: clouds, storms • Interannual • Decadal to multidecadal

Page 4: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

The cloud problem in Arctic weather prediction IR image: Dec. 17, 2010

[from R. Thoman, Fairbanks WSFO]

Page 5: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

941 mb cyclone in the northern Bering Sea, Oct. 2004 .

[flooding of Alaskan coastal communities]  

Page 6: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Intense summer Arctic cyclone affecting northern Alaskan coast

Page 7: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Timescales of interest:

• Weather: clouds, storms • Interannual • Decadal to multidecadal

Page 8: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Tanana River (AK) ice break-up date, 1918-2014 Trend ~ -7 days/100 years, but large interannual variability

t  

May 20  

May 10  

Apr 30  

Apr 20  

Page 9: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Yearly number of acres burned in Alaskan wildfires -- huge interannual variability, major impacts

Page 10: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Forest fires in Alaska: 2004, 2005

Page 11: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Interannual sea ice variations -- a challenge in

seasonal prediction

2012 September minimum extent --

Median forecast from

May: 4.6 x 106 km2

Observed:

3.4 x 106 km2

[SEARCH Sea Ice Outlook]

Page 12: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Arctic impacts on the mid-latitude atmospheric circulation

● Suggested by some studies (sea ice loss and polar amplification favor stronger north-south meanders in jet stream) ● Other studies find no increase in blocking over past 50-60 years ⇒ How important is the metric of the atmospheric circulation? ⇒ Are the relationships robust in the face of interannual and decadal variability?

Page 13: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Red: Oct-Dec mean zonal wind speed (30-70°N) vs.

Blue: September pan-Arctic sea ice extent, 1948-2012

Page 14: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Monthly sea level pressures over the Bering Sea, 1955-2006 CCSM4 has twice the variance of NCEP/NCAR reanalysis in winter

     SLP

dep. from monthly mean  

Page 15: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Timescales of interest:

• Weather: clouds, storms • Interannual • Decadal to multidecadal

Page 16: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Reconstruction of summer Arctic temperatures [Kaufman et al., 2009, Science]

Page 17: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Yearly Arctic temperature anomalies (60-90°N), 1880-2011 [from P. Groisman, NCDC]

Page 18: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Alaska annual temperature

anomalies

Pacific Decadal Oscillation

Index  

PDO  Index  

Page 19: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

The changing signature of the Pacific Decadal Oscillation [from S. McAfee, 2014]

Page 20: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

How will Arctic land areas change hydrologically? [from L. Hinzman]

Page 21: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Projected precipitation changes by season, 2071-2100 minus 1971-2000 [U.S. National Climate Assessment, 2014]

Page 22: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Drying of Arctic lakes [from L. Hinzman et al.]

Page 23: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Trend of NDVI in Alaska, 1982-2003 [from D. Verbyla, 2008, Global Ecol. Biogeogr.]

Page 24: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Area burned by wildfires in Alaska is projected to increase [from R. Kelly, 2014]

Page 25: Arctic Science for Improving Prediction...[flooding of Alaskan coastal communities]! Intense summer Arctic cyclone affecting northern Alaskan coast Timescales of interest: • Weather:

Summary: Some key challenges

● Clouds in the Arctic (weather and climate) ● Storm outlooks -- extended range and beyond ● Seasonal prediction of impact-variables (sea ice, fire, river breakup) ● Decadal variations (sea ice, leading ocean-atmosphere modes) ● Stability (over time) of -- Arctic-midlatitude linkages -- teleconnections of ocean-atmosphere modes affecting the Arctic ● Future hydrologic trends: wetter or drier land surfaces?