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Wang Manman, Ke Changqing, Shao Zhude. Arctic sea ice volume estimation method based on CryoSat-2 Satellite altimeter data[J]. Haiyang Xuebao, 2017, 39(3): 135-144.
Citation: Wang Manman, Ke Changqing, Shao Zhude. Arctic sea ice volume estimation method based on CryoSat-2 Satellite altimeter data[J]. Haiyang Xuebao, 2017, 39(3): 135-144.

Arctic sea ice volume estimation method based on CryoSat-2 Satellite altimeter data

  • Received Date: 2016-06-21
  • In the last 30 years, the Arctic sea ice is undergoing drastic changes. Sea ice volume is one of the important indicators to quantify the change of sea ice. This paper according to the CryoSat-2 data and OSI SAF sea ice type data in Arctic in 2015. We extracted freeboard, snow depth, sea ice concentration and ice type, and obtained the raster data set in 25 km×25 km spatial resolution through data reprocessing including interpolation, projection transformation, raster conversion, spatial resampling and so on. According to the hydrostatic equilibrium principle calculated the sea ice thickness value in every pixel, multiply ice area in the corresponding pixels thus estimated the sea ice volume of the sea ice concentration exceeds 75%, and analyzed the monthly and seasonal changes characteristics. We used high-accuracy sea ice thickness products from NASA Ice Bridge to verify thickness retrieved from CryoSat-2 Satellite. The results show that there is a high consistency of r=0.72. The sea ice is thickest in spring and thinnest in summer. The thick sea ice concentrated around the north coast of Greenland and Ellesmere Island. Generally the MYI is thicker than the first-year ice FYI. Sea ice volume is largest in winter, about 23.30×103 km3, almost a reduction of 70% after the summer melt. The seasonal fluctuation of the FYI volume is larger than the MYI.
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  • Hallikainen M, Winebrenner D P. The physical basis for sea ice remote sensing[M]//Microwave Remote Sensing of Sea Ice. Washington D C:American Geophysical Union, 1992:29-46.
    Curry J A, Schramm J L, Ebert E E. Sea ice-albedo climate feedback mechanism[J]. Journal of Climate, 1995, 8(2):240-247.
    Aagaard K, Carmack E C. The role of sea ice and other fresh water in the Arctic circulation[J]. Journal of Geophysical Research:Oceans, 1989, 94(C10):14485-14498.
    Laxon S W, Giles K A, Ridout A L, et al. CryoSat-2 estimates of Arctic sea ice thickness and volume[J]. Geophysical Research Letters, 2013, 40(4):732-737.
    Lemke P, Hibler W D, Flato G, et al. On the improvement of sea ice models for climate simulations the Sea Ice Model Intercomparison Project[J]. Annals of Glaciology, 1997, 25:183-187.
    Grémillet D, Fort J, Amélineau F, et al. Arctic warming:nonlinear impacts of sea-ice and glacier melt on seabird foraging[J]. Global Change Biology, 2015, 21(3):1116-1123.
    Devasthale A, Sedlar J, Koenigk T, et al. The thermodynamic state of the Arctic atmosphere observed by AIRS:comparisons during the record minimum sea ice extents of 2007 and 2012[J]. Atmospheric Chemistry and Physics, 2013, 13(15):7441-7450.
    崔红艳, 乔方利, 舒启. 2013年北极最小海冰范围比2012年增加的原因分析[J]. 海洋学报, 2015, 37(11):23-32. Cui Hongyan, Qiao Fangli, Shu Qi. Reasons for the increase minimum Arctic sea ice extent in 2013 compared with 2012[J]. Haiyang Xuebao, 2015, 37(11):23-32.
    Comiso J C. Arctic multiyear ice classification and summer ice cover using passive microwave satellite data[J]. Journal of Geophysical Research:Oceans, 1990, 95(C8):13411-13422.
    柯长青, 彭海涛, 孙波, 等. 2002年-2011年北极海冰时空变化分析[J]. 遥感学报, 2013, 17(2):452-466. Ke Changqing, Peng Haitao, Sun Bo, et al. Spatio-temporal variability of Arctic sea ice from 2002 to 2011[J]. Journal of Remote Sensing, 2013, 17(2):452-466.
    Perovich D K, Grenfell T C, Richter-Menge J A, et al. Thin and thinner:Sea ice mass balance measurements during SHEBA[J]. Journal of Geophysical Research:Oceans, 2003, 108(C3):8050.
    Kwok R, Cunningham G F. ICESat over Arctic sea ice:Estimation of snow depth and ice thickness[J]. Journal of Geophysical Research:Oceans, 2008, 113(C8):C08010.
    Giles K A, Laxon S W, Ridout A L. Circumpolar thinning of Arctic sea ice following the 2007 record ice extent minimum[J]. Geophysical Research Letters, 2008, 35(22):L22502.
    裘帧. 北极海冰加速消融[J]. 自然与科技, 2009(5):4. Qiu Zhen. Arctic sea ice accelerated melting[J]. Nature & SciTech, 2009(5):4.
    Zygmuntowska M, Rampal P, Ivanova N, et al. Uncertainties in Arctic sea ice thickness and volume:new estimates and implications for trends[J]. The Cryosphere, 2014, 8:705-720.
    Sturm M, Holmgren J, Perovich D K. Winter snow cover on the sea ice of the Arctic Ocean at the Surface Heat Budget of the Arctic Ocean (SHEBA):Temporal evolution and spatial variability[J]. Journal of Geophysical Research:Oceans, 2002, 107(C10):SHE 23-1-SHE 23-17.
    Ricker R, Hendricks S, Perovich D K, et al. Impact of snow accumulation on CryoSat-2 range retrievals over Arctic sea ice:An observational approach with buoy data[J]. Geophysical Research Letters, 2015, 42(11):4447-4455.
    Overland J E, Wang M. When will the summer Arctic be nearly sea ice free?[J]. Geophysical Research Letters, 2013, 40(10):2097-2101.
    Schutz B E, Zwally H J, Shuman C A, et al. Overview of the ICESat mission[J]. Geophysical Research Letters, 2005, 32(21):L21S01.
    Abshire J B, Sun X, Riris H, et al. Geoscience laser altimeter system (GLAS) on the ICESat mission:on-orbit measurement performance[J]. Geophysical Research Letters, 2005, 32(21):L21S02.
    Kwok R, Zwally H J, Yi D. ICESat observations of Arctic sea ice:A first look[J]. Geophysical Research Letters, 2004, 31(16):L16401.
    Armitage T W K, Ridout A L. Arctic sea ice freeboard from AltiKa and comparison with CryoSat-2 and Operation IceBridge[J]. Geophysical Research Letters, 2015, 42(16):6724-6731.
    魏鑫, 李斐, 张胜凯, 等. CryoSat-2卫星测高计划及其应用[J]. 极地研究, 2015, 27(4):446-453. Wei Xin, Li Fei, Zhang Shengkai, et al. CryoSat-2 satellite altimetry and its application[J]. Chinese Journal of Polar Research, 2015, 27(4):456-453.
    Tilling R L, Ridout A, Shepherd A, et al. Increased Arctic sea ice volume after anomalously low melting in 2013[J]. Nature Geoscience, 2015, 8(8):643-646.
    赵进平, 史久新, 王召民, 等. 北极海冰减退引起的北极放大机理与全球气候效应[J]. 地球科学进展, 2015, 30(9):985-995. Zhao Jinping, Shi Jiuxin, Wang Zhaomin, et al. Arctic amplification produced by sea ice retreat and its global climate effects[J]. Advances in Earth Science, 2015, 30(9):985-995.
    王立伟, 金涛勇, 张胜军, 等. CryoSat-2卫星海冰区域波形识别及海冰干舷高确定[J]. 大地测量与地球动力学, 2015, 35(4):722-725. Wang Liwei, Jin Taoyong, Zhang Shengjun, et al. CryoSat-2 Satellite sea ice area waveform recognition and freeboard determined[J]. Journal of Geodesy and Geodynamics, 2015, 35(4):722-725.
    Farrell S L, Kurtz N, Connor L N, et al. A first assessment of IceBridge snow and ice thickness data over Arctic sea ice[J]. Geoscience and Remote Sensing, IEEE Transactions on, 2012, 50(6):2098-2111.
    Beaven S G, Lockhart G L, Gogineni S P, et al. Laboratory measurements of radar backscatter from bare and snow-covered saline ice sheets[J]. Remote Sensing, 1995, 16(5):851-876.
    Kwok R. Satellite remote sensing of sea-ice thickness and kinematics:a review[J]. Journal of Glaciology, 2010, 56(200):1129-1140.
    Wadhams P, Tucker Ⅲ W B, Krabill W B, et al. Relationship between sea ice freeboard and draft in the Arctic Basin, and implications for ice thickness monitoring[J]. Journal of Geophysical Research, 1992, 97(C12):20.
    Alexandrov V, Sandven S, Wahlin J, et al. The relation between sea ice thickness and freeboard in the Arctic[J]. The Cryosphere, 2010, 4(3):373-380.
    Romanov I P. Atlas of ice and snow of the Arctic Basin and Siberian Shelf seas[M]. Paramus:Backbone Publishing Company, 2001.
    Warren S G, Rigor I G, Untersteiner N, et al. Snow depth on Arctic sea ice[J]. Journal of Climate, 1999, 12(6):1814-1829.
    季青, 庞小平, 赵羲, 等. 基于CryoSat-2数据的海冰厚度估算算法比较[J]. 武汉大学学报信息科学版, 2015, 40(11):1467-1472. Ji Qing, Pang Xiaoping, Zhao Xi, et al. Comparison of sea ice thickness retrieval algorithms from CryoSat-2 Satellite altimeter data[J]. Geomatics and Information Science of Wuhan University, 2015, 40(11):1467-1472.
    康立廷. 基于卫星遥感数据的北极海冰覆盖范围和积雪深度变化的研究[D]. 青岛:中国海洋大学, 2012. Kang Liyan. Study on variation of Arctic sea ice extent and snow depth on sea ice using satellite remote sensing data[D].Qingdao:Ocean University of China, 2012.
    曹梅盛, 李新, 陈贤章, 等. 冰冻圈遥感[M]. 北京:科学出版社, 2006. Cao Meisheng, Li Xin, Chen Xianzhang, et al. Remote Sensing of Cryosphere[M]. Beijing:Science Press, 2006.
    张璐, 张占海, 李群, 等. 近30年北极海冰异常变化趋势[J]. 极地研究, 2009, 21(4):344-352. Zhang Lu, Zhang Zhanhai, Li Qun, et al. Status of the recent declining of Arctic sea ice studies[J]. Chinese Journal of Polar Research, 2009, 21(4):344-352.
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