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Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

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Page 1: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Discussion about two papers concerning

the changing Arctic sea ice

GEO6011Seminar in Geospatial Science and ApplicationsWentao Xia11/19/2012

Page 2: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Russia

Canada

Alaska

Green

land

Arctic Ocean

Bering Strait

Chukchi Sea

Beaufort Sea

Canadian Archipelago

HudsonBay

Fury and HeclaStrait

Baffi

n Bay

Greenland

Sea

Svalbard

White Sea

Gorlo Strait

Barents Sea

Kara Sea

Laptev Sea

EasternSiberian Sea

Page 3: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Discussion to Arctic sea ice

variability and trends, 1979-2010

Cavalieri D. and Parkinson C. (2012)

The Cryosphere, 6, 881-889

Page 4: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

SMMR-Nimbus 7

(10/26/1978-08/20/1987) SSM/I-DMSP F8,F11,F13

(07/09/1987-12/31/2007) SSM/IS-DMSP F17

(01/01/2008-present)

Data and methodWhat data does this study used?

Page 5: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Technical specifications

SMMR-Nimbus 7:

Operating frequency:

6.60 GHz H/V, 10.69 GHz H/V, 18.00 GHz H/V,

21.00 GHz H/V and 37.00 GHz H/V

Spatial, temporal, and radiometric resolution: 25 km*25km, 2 days, 16-bit

Page 6: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Technical specifications

SSM/I – DMSP:

Operating frequency and corresponding spatial resolution

(along track*cross track / meters):

19.35 GHz H/V 69*43,

22.235 GHz V 50*40,

37.00 GHz H/V 37*28

85.50 GHz H/V 15*13

Page 7: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Technical specifications

SSM/IS – DMSP:

Operating frequency and corresponding spatial resolution

(along track*cross track / meters):

19.35 GHz H/V 73*47,

22.235 GHz V 73*47,

37.00 GHz H/V 41*31

From 50.3 to 60.72 GHz (13 bands) 17.6*27.3

91.665 GHz H/V 14*13

150 GHz 14*13

183.311 GHz (2 bands) 14*13

Page 8: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Data and method

Sea ice concentration:Matching different passive microwave record

at geophysical product level Sea ice extent:Area with ≥15% ice concentration(Atmospheric interference, low ice

concentration, thin ice thickness)

How sea ice extent is defined?

Why?

Page 9: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Northern hemisphere total

Page 10: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Northern hemisphere total

Page 11: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Northern hemisphere total

Page 12: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Trend of ice extent by region

Page 13: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Trend of ice extent by region

Page 14: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Trend of ice extent by month and region

Page 15: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Trend of ice extent by month and region

Page 16: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Trend of ice extent in three periods:1979-1996, 1979-2006, 1979-2010

Page 17: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Conclusion and further discussion

Northern hemisphere ice extent variability showed a declining trend.

Trend is mostly pronounced in Arctic Ocean, and in summer.

Trend of declining rapidly increased during last decade.

What trend does northern hemisphere sea ice extent variation have?

When and where the trend is strongest?

What change does such trend have in recent years?

Page 18: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Discussion to The changing Arctic

sea ice cover

by Perovich D. (2011)

Oceanography 24(3):162-173

Page 19: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Monthly northern hemisphere sea ice extent by passive microwave

Page 20: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

September ice extent abnormal

-12.8%/decadeStandard deviation=1.6%

Page 21: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Ice age

First year ice survived through next September minimum is counted as multiyear ice.

Observation: Active microwave remote sensing and ice parcels tracking.

Difference: Multiyear ice tend to be thicker and more resilient to environmental forcing.

How multiyear ice defined?

How to observe ice age?

What is the most important different between first and multi year ice?

Page 22: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Sea ice age derived from drift tracking of ice floes, March

Page 23: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Ice thickness

Related to ice age, proxy. Field observation: with submersed upward

looking sonar onboard nuclear submarine Remote sensing: satellite altimetry Lacking continuous pan Arctic sea ice

thickness recordIs there continuous sea ice thickness data record in Arctic?

Page 24: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Arctic sea ice thickness by submarine sonar

Page 25: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

2007 minimum event

Page 26: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Explanation to 2007 extreme event

Preconditioning: loss of multiyear ice, decreasing of ice thickness

Advection of ocean heat through Bering Strait Trans-Arctic drift to Fram Strait, and warm air inflow from

Pacific by wind forcing Ice-Albedo feedback What is ice albedo feedback? Decrease in cloudiness – more impact on open water-

warmer water-more bottom and lateral melting

Page 27: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Linear trend of total solar heat input directly into the ocean, percent/year

Page 28: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Air and water temperature dynamics by buoy deployed at Beaufort Sea, Aug 2006 - Sep 2007

Page 29: Discussion about two papers concerning the changing Arctic sea ice GEO6011Seminar in Geospatial Science and Applications Wentao Xia 11/19/2012

Conclusion from two presented papers Ice extent: Declining trend- mostly due to recent extreme summer minimum

extent Ice age and thickness: Declining- due to climate change - contributing to preconditioning Extreme low summer minimum extent:- triggered by environmental forcing- triggers ice-albedo feedback- further enhancing preconditioning

What contribute most to the accelerating declining trend of Arctic sea ice extent, statistically?

What is the relationship between the declining ice age/thickness and ice extnet?

What role does ice-albedo feedback played in the process of sea ice declining?