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% Overview'of'Sea''Earth'Observa3on'5' Al3metry,'Extent,'Concentra3on,'Dri>' ' % Lecturer:%Dr.%Sinéad%Louise%Farrell%% % 1%Earth%System%Science%Interdisciplinary%Center%(ESSIC),%University%of%Maryland,%USA% 2%NOAA%Laboratory%for%Satellite%AlUmetry,%NOAA%Center%for%Weather%and%Climate%PredicUon,%USA% %

Email:%[email protected]%%!%Twi

ESA$CTC16$)$Earth$Observa3on:$Sea$Ice,$An$Overview,$S.$L.$Farrell,$September$2016$12J16%September%2016% Photo%Credit:%Sinéad%L.%Farrell% .21+2:1;$

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Arctic Ocean Southern Ocean

Global coverage: ~ 20 – 25 x 106 km2 !

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!"#$#%&'()*$+%,*-./)%01%2/''(33% The sea ice pack is a complex system of smooth, level sea ice floes, deformed ice and pressure ridges, open water areas including linear leads and polynyas, and new areas of thin ice. cover atop the sea ice increases the albedo.

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R-4,4$%+1H:,6$":5S*H$=<$>*++1??$

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"! Approximately 50 % of the total exchange of heat between the Arctic Ocean and the atmosphere occurs through leads and polynyas. "! As the areal fraction of open water, leads, polynyas, or thinner ice increases in the Arctic, the sea ice will no longer efficiently insulate the ocean from the atmosphere.

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Primary Productivity Change in occurrence of double bloom (%) Polar Bear 1998-2001 versus 2007-2012 Population trend: late 1980s - 2013

Loss of sea ice linked to: •! Increase in ocean temperatures •! Increase in vegetation •! Increase in primary productivity •! Decline of polar bear

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!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ •! Measure, map and monitor key sea ice parameters: (i) extent/concentration, (ii) drift, (iii) thickness and volume •! Precisely determine changes in key parameters: •! annual/seasonal trends and inter-annual variability •! Understand nature of these changes: •! assess thermodynamic and dynamic forcing, via process studies •! Calibrate and Validate satellite altimeter measurement accuracy: •! via x-comparison with independent airborne / in situ data-sets •! Improve remote sensing techniques for inferring key parameters: •! algorithm development for current/future missions •! Advance the predictability of Arctic sea ice: •! improve model parameterizations on seasonal-decadal timescales

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ A'BUB%TB(/-%% Q*J:AOA$!J,15,$XQ*+8-Y6$ 'q$)$'($A:??:45$0]O*+1$MA$ $ Q:5:AOA$!J,15,$X"1@,1A/1+Y6$ q$n$($A:??:45$0]O*+1$MA$ $

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!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Annual average Arctic, Antarctic and Global sea ice extent (1979-2013)

Source: Parkinson, C., J. Climate, 2014

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Area: region covered by sea ice (km2)

Concentration: relative amount of area covered by sea ice (% or fraction)

Extent: binary classification of ice/no ice, based on ice concentration threshold (0/1, then converted to km2)

,#9'B(6$Z"7K%$

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ The diminishing Arctic sea ice cover is possibly the striking environmental changes underway today

March ice loss: -2.6% per decade (black) September ice loss: -13.4% per decade (red) Source: Perovich et al. (2016), Sea Ice Cover in Chapter 5 State of the Climate 2015, BAMS

•! Time series of Arctic sea ice extent anomalies in March and September, 1979 - 2015.

•! Anomalies for each year: difference (in %) in ice extent relative to the mean for 1981-2010. !"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ )*+#,-./01)1/2*33"#3/)4",-/5&$67'/8-9'-#/:$;+"&$<"=*9/)'+3$*/

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ 2016 Summer Minimum

Preliminary data suggest that minimum extent was reached on September 11th 2016, at ~ 4.1 – 4.2 million sq. km.

This may tie for the 2nd lowest extent on record, and will be close to the 2007 minimum (4.13 million sq. km, 16 Sept. 2017)

p+*@-:80$%+1H:,6$Z"7K%$

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ September Antarctic extent trend for 1979 to 2012 is +0.9% per decade. The ice growth likely results from a combination of forcings due to wind & ocean circulation.

Antarctic sea ice underwent a slight increase, although some regions of the Antarctic experienced strong declining trends in sea ice extent. Source: NSIDC

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ The ice is decreasing in the Arctic but it’s increasing in the Antarctic, so don’t they cancel out?

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ (~ -1.5 % per decade)

Source: Parkinson, C., J. Climate, 2014

Yearly average global sea ice extents (1979–2013) and the line of linear least squares fit through the data points: Loss of ~ 35,000 km2 ice extent per year!

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Sea of Okhotsk

Barents Sea

February 1979 February 2013 Comparisons in Arctic sea ice extent between 1979 and 2013 in February. Source: NASA

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Winter Sea Ice Concentration 26 March 2016 ASI (AMSR2), v5.2, 6.25 km Grid

•! #+838$*5H$#5,*+838$"1*$781$%45815,+*345$ •! [:0,4+:8*?$#+8-:21$ •! Z1*+$D1*?$&:A1$K*,*$$ $

Source: IUP/Polar View, University of Bremen and Spreen et al., JGR, 2008

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Source: IUP/Polar View, University of Bremen Spreen et al., JGR, 2008

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Source: IUP/Polar View, University of Bremen Spreen et al., JGR, 2008

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Source: IUP/Polar View, University of Bremen Spreen et al., JGR, 2008

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Source: IUP/Polar View, University of Bremen Spreen et al., JGR, 2008

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ Source: IUP/Polar View, University of Bremen Spreen et al., JGR, 2008

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"1*$781$%45815,+*345$ K&r$"@*81$X01*:81

Z"7K%$"1*$781$!J,15,$ "1*$781$%45815,+*345$ 7rR$r5:$k+1A15$

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!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ D*H*+$k*8M08*_1+$ Z.##IZ!"K7"I"&#DI".%K$ A*5*3<0,*+<510H:0<54**

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ 7A*G1$8+1H:,6$#+838$Q45:,4+:5G$*5H$#00100A15,$R+4G+*AA1$X#Q#RY9$>:GO+1$o

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ o! Variety of techniques to map drift velocity of sea ice: o! SSM/I radiometers, scatterometers, SAR imagery o! correlation of ice parcels between successive maps o! Validated using drifting buoys (International Arctic Buoy Program, IABP)

Source: IFREMER/CERSAT Sea Ice Drift Vectors Arctic: 1.5 – 9 km/day ftp://ftp.ifremer.fr/ifremer/cersat/products/gridded/psi-drift/ Antarctic: > 20 km/day

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ o! ./01+2*3450$421+$?*0,$o$H18*H10$0-4;$?*+G10,$?40010$:5$,-1$#+838$.81*5$*+1$,4$ Q`7$8421+/ o! 8*>$;*/sBC'Bt$A1*0O+1H$*$H18?:51$4F$m$'bu$:5$,-1$1J,15,$4F$Q`7$8421+$F+4A$ 'ded)BC''$$

Comiso [2012] Tschudi et al., CU-Boulder, Arctic Report Card [2014] 6'?#-7%4%4@'AB,'-("#$'&%77'C$#-(4?%3(4'/0#'C+-D')($')E$/0#$'7(22F'+7/#$%4@'/0#' 8+22'+4?'#4#$@9'1E?@#/2'()'/0#'6$-3-'!-#+4'

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Kwok, 2015 Farrell et al., 2015

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!"#$#%&'()*$+%,*-./)%01%2/''(33%

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,-#;% ice floe ice thickness >+11/4*+H$ 0(/)%

Photo Credit: Andrew Roberts, NPS

67(4@5/$+-D'#7#"+3(4'C$(K7#')$(8'7+2#$'+738#/#$'

Floe height Leads Interpolated sea surface height

Adapted From: Farrell et al. (2014)

!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ "1*$781$&-:8M51009$7$9$$ F+4A$*$+*H*+$*?3A1,1+6$

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>+4A6$p:?10$1,$*?<9$E->F/)-9;F/P9!$#*9F9$BCCe$ Where, fi = radar-measured ice freeboard (radar freeboard) or Altimetric measurement fs = laser-measured snow freeboard (laser freeboard) hs = snow thickness Measurement, climatology or model

= ice density !i Climatological values; !s = snow density defined with respect to ice type !w = sea water density !"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ R(/-%;*-$('%6(/%*B(%$"*BY-(66%:5$,-1$#+838$.81*5$ F+4A$!D")'$*5H$!D")B$0*,1??:,1$+*H*+$*?3A1,+E$H*,*$$ 4*="$JD(/'%/>('/=(6$'ddo)BCC'$2*?:H$F4+$,-1$;:5,1+$ X.8,4/1+$,4$Q*+8-Y<$$ >:+0,$H1,1+A:51$01*$*B(%7'((L#/')% Z1J,$O01$*OJ:?:*+E$A1*0O+1A15,0$4F$:819$;*,1+9$*5H$ 054;$H150:,E$*5H$054;$H1@,-$,4$(6U5/$(%$"*BY-(66% &-1$0,*5H*+H$H12:*345$4F$A1*5$:81$,-:8M5100$421+$f) E1*+$@1+:4H$;*0$du$4F$,-1$*21+*G1$:81$,-:8M5100$ #21+*G1$;:5,1+$:81$,-:8M5100$;*0$0,+45G?E$84++1?*,1H$ ,4$,-1$?15G,-$4F$,-1$0OAA1+$A1?,$01*045$$ ":G5:T8*5,$2*+:*/:?:,E$/1,;115$01*$:81$01*0450$

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*(E$-#./ 5"##-&&/-'F/"&F/Z2ED/ JOOL//

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!"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ 2009 2010 2011 2012 2013 2014

-- First year ice (FYI) extent -- Multi-year ice (MYI) extent

Central Arctic Beaufort/Chukchi Seas

Source: Richter-Menge and Farrell, GRL, 2013 (updated)

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CryoSat-2 Arctic Sea Ice Volume (2010 – 2015)

!OTRA,%RTN40%PIM@IQ% O&4,A:%PIMM[Q%

High inter-annual variability in volume over last five years, particularly of the MYI pack

Source: Tilling et al., [2015] Source: Laxon et al., GRL, 2013 !"#$%&%'($)$!*+,-$./01+2*3456$"1*$7819$#5$.21+2:1;9$"<$=<$>*++1??9$"1@,1A/1+$BC'($ :"/-Y6%7#'%D#9'%/<(-U#-`%%

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