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Evaluation and Preprocess of Chinese Fengyun-3A Sea Surface Temperature Experimental Product for Data Assimilation
  • 分类:P716.12[天文地球—海洋科学] P456.7[天文地球—大气科学及气象学]
  • 作者机构:[1]Beijing Climate Center, National Climate Center, China MeteorologicalAdministration (CMA), Beijing 100081, China, [2]National Satellite Meteorological Center, CMA, Beijing 100081, China
  • 相关基金:supported by the National Basic Research Program of China(973 Program,Grant Nos.2010CB951902 and 2011CB403505);the National Key Technologies R&D Program of China(Grant No.2009BAC51B03);the National Natural Science Foundation of China(Grant No.41106003)
中文摘要:

验证的导出卫星的海表面温度(SST ) 广泛地被使用气候监视和海洋数据吸收系统。在这研究, Fengyun-3A (FY-3A ) SST 试验性的产品用合并的先进很高的分辨率辐射计(AVHRR ) 并且在 situ SST 被评估。合并 AVHRR 的 SST 的比较在大多数热带和平、低纬度的印第安人和大西洋在 FY-3A SST 揭示超过 2 K 的否定偏爱。FY-3A SST 的错误变化用三路的错误分析被估计。FY-3A SST 在太平洋与 2.2 K 的一个最大的错误变化在全球海洋显示出地区性的错误变化。另外,错误变化的一个重要季节的变化在 FY-3A SST 是在场的,它显示 FY-3A SST 的质量能被在 SST 检索算法调整参数并且由使用地区性、季节的算法改进,特别地在象热带太平洋那样的关键区域。一个客观分析方法被用来把 FY-3A SST 与流浪者浮标数据合并。FY-3A SST 的错误被减少到从 GTSPP 与 SST 观察作比较的 0.45K。

英文摘要:

Validated satellite-derived sea surface tem- peratures (SSTs) are widely used for climate monitoring and ocean data assimilation systems. In this study, the Fengyun-3A (FY-3A) SST experimental product is evalu- ated using Advanced Very High Resolution Radiometer (AVHRR)-merged and in situ SSTs. A comparison of AVHRR-merged SSTs reveals a negative bias of more than 2 K in FY-3A SSTs in most of the tropical Pacific and low-latitude Indian and Atlantic Oceans. The error variance of FY-3A SSTs is estimated using three-way er- ror analysis. FY-3A SSTs show regional error variance in global oceans with a maximum error variance of 2.2 K in the Pacific Ocean. In addition, a significant seasonal variation of error variance is present in FY-3A SSTs, which indicates that the quality of FY-3A SST could be improved by adjusting the parameters in the SST retrieval algorithm and by applying regional and seasonal algo- rithms, particularly in key areas such as the tropical Pa- cific Ocean. An objective analysis method is used to merge FY-3A SSTs with the drifter buoy data. The errors of FY-3A SSTs are decreased to -0.45K comparing with SST observations from GTSPP.

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