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DATA FUSION OF SST FROM HY-2A SATELLITE RADIOMETER IN CHINA SEA AND ITS ADJACENT WATERS

机译:HY-2A卫星辐射计及其近海海表温度资料融合

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摘要

This paper focuses on using data fusion method to solve the problem that the global sea is not seamlessly covered by the along-track sea surface temperature (SST) data of scanning microwavernradiometer on board Haiyang-2A (HY-2A), which is the first ocean dynamic environment satellite of China launched on 16th August 2011. The procedure includes following steps. Firstly, the HY-2ArnSST data within 200 km of the coastline were identified and removed, the outliers of the HY-2A SST data and the background SST data were also identified and removed. Secondly, the HY-2A SSTrndata were gridded, filtered and corrected. The background SST data were only filtered. Finally, the HY-2A SST data were merged into background SST data by the inverse distance weighted method.rnNext, the above procedure was tested in the ocean area on the southeast of China. The global 1-km sea surface temperature (G1SST) data were used as the reference data. The results of the procedurernwith and without the second step were made comparisons, and the results implied that the application of median filter and third-order polynomial curve fitting in the second step could help to improvernperformance of the merged SST data. The along-track SST data of HY-2A can be merged into OSTIA SST data successfully by the above procedure, and the gaps between tracks were filled up.
机译:本文着重于利用数据融合方法解决海阳2A(HY-2A)上的扫描微波辐射计的沿轨海面温度(SST)数据无法无缝覆盖全球海洋的问题。中国海洋动态环境卫星于2011年8月16日发射升空。程序包括以下步骤。首先,识别并去除了海岸线200 km内的HY-2ArnSST数据,还识别并去除了HY-2A SST数据和背景SST数据的异常值。其次,对HY-2A SSTrndata进行网格化,过滤和校正。仅对背景SST数据进行了过滤。最后,通过反距离加权方法将HY-2A SST数据合并为背景SST数据。接下来,在中国东南海域对上述过程进行了测试。将全球1公里海表温度(G1SST)数据用作参考数据。比较了有第二步和没有第二步的过程的结果,结果表明在第二步中应用中值滤波器和三阶多项式曲线拟合可以帮助提高合并后的SST数据的性能。通过以上步骤,可以将HY-2A的沿轨SST数据成功合并为OSTIA SST数据,并填补了磁道之间的空白。

著录项

  • 来源
  • 会议地点 Wuhan(CN)
  • 作者单位

    State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration, Hangzhou 310012, China;

    State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration, Hangzhou 310012, China Email: lixiaohui1991@live.cn;

    State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration, Hangzhou 310012, China;

    Biological and physical Oceanography Section, Fisheries and Oceans Canada, Northwest Atlantic Fisheries Centre, St. John’s, Newfoundland, Canada;

    State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration, Hangzhou 310012, China;

    State Key Laboratory of Satellite Ocean Environment Dynamics, Second Institute of Oceanography, State Oceanic Administration, Hangzhou 310012, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    HY-2A; data fusion; SST; microwave radiometer;

    机译:HY-2A ;;数据融合; SST ;;微波辐射计;

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