Inter-Comparison of Arctic Sea Ice Backscatter and Ice Type Classification using Ku-band and C-band Scatterometers
编号:787 访问权限:仅限参会人 更新:2021-06-15 14:15:19 浏览:693次 口头报告

报告开始:2021年07月10日 15:41(Asia/Shanghai)

报告时间:12min

所在会场:[S16B] 16B、冰冻圈科学 [S16B-1] 16B、冰冻圈科学-1

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摘要
As a result of global warming, multi-year ice (MYI) is being replaced by first-year ice (FYI) in the Arctic. Microwave scatterometers in the Ku-band and C-band can provide daily observations of the sea ice type. However, their comparative capabilities in mapping ice type have not been thoroughly evaluated. In this paper, we present a systematic inter-comparison between the backscatter signature and the sea ice classification from three scatterometer systems using the same ice classification approach. The systems are the Ku-band Quick Scatterometer (QSCAT) and the newly launched Chinese Rotating Fan-beam Scatterometer (RFSCAT) and the C-band Advanced Scatterometer (ASCAT). Three freezing seasons are used, i.e., 2007/08 and 2008/09 for the QSCAT/ASCAT comparison and 2019/20 for the RFSCAT/ASCAT comparison. While the backscatter between the data from each scatterometer pair is found to be correlated, the agreement between RFSCAT and QSCAT is fulfilled only if the RFSCAT backscatter is normalized to the same incidence angle as QSCAT. A continuous declining trend of  from MYI and FYI is observed during winter, with a greater difference between MYI and FYI in the Ku-band. The MYI and FYI extent derived from QSCAT/RFSCAT is highly consistent with that derived from ASCAT, with differences of less than 7% and 3% for MYI and FYI, respectively. The overall accuracy (OA) is around 77% and 80% for the RFSCAT results and ASCAT results, respectively, compared with Sentinel-1 images. The incorporation of  from AMSR-E/AMSR2 improves the OA of the classification when using ASCAT or RFSCAT by 7–11%. The classification results show high consistency (81%-89%) with ice charts from the Canadian Ice Service.
关键词
Arctic sea ice,multi-year ice classification,Ku-band scatterometer,C-band scatterometer,RFSCAT
报告人
张智伦
博士研究生 中山大学

稿件作者
张智伦 中山大学
惠凤鸣 中山大学
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重要日期
  • 会议日期

    07月09日

    2021

    07月11日

    2021

  • 05月30日 2021

    摘要截稿日期

  • 05月30日 2021

    初稿截稿日期

  • 05月30日 2021

    提前注册日期

  • 07月10日 2021

    注册截止日期

  • 07月11日 2021

    报告提交截止日期

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青年地学论坛理事会
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中国科学院地球化学研究所
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