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Performance evaluation of operational atmospheric correction algorithms over the East China Seas
  • ISSN号:0254-4059
  • 期刊名称:《中国海洋湖沼学报:英文版》
  • 时间:0
  • 分类:TP183[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程] S937[农业科学—渔业资源;农业科学—水产科学]
  • 作者机构:[1]Ocean Remote Sensing Institute, Ocean University of China, Qingdao 266003, China, [2]Institute for Space Sciences, Freie Universitat Berlin, Berlin D-12165, Germany, [3]Ocean College, Zhejiang University, Hangzhou 310058, China
  • 相关基金:Supported by the State Key Program of National Natural Science Foundation of China(No.60638020); the State Scholarship Fund of the China Scholarship Council(CSC); the National Natural Science Foundation of China(Nos.41321004,41276028,41206006,41306192,41306035); the Natural Science Foundation of Zhejiang Province(No.LY15D060001) ACKNOWLEDGMENT Thanks to the principal investigators and their staffs for establishing and maintaining the Ocean Remote Sensing Institute Ocean Optics Data Base (ORSIO2DB), and the AERONET and SKYNET stations used in this work. Thanks to the ESA Dragon project ID2566 and ESA EO project ID6760 for providing MERIS data.
中文摘要:

为了为中国在里面轨道和安排海洋获得高质量的运作的数据产品,渲染传感器,二运作的大气的修正(交流) 的表演算法(ESA MEGS 7.4.1 和 NASA SeaDAS 6.1 ) 用 MERIS 数据在华东海(ECS ) 上被评估。光谱遥感反射 R rs (), 喷雾器光厚度(AOT ) ,并且 ? ngstr ? m 代表() 使用二个算法检索被验证在在 2002 年 5 月和 2009 年 10 月之间获得的 situ 大小使用。R rs , AOT,并且在之间在里面 situ 和 MERIS 数据通过严格的排除标准被获得。R rs () 在 490-560 nm 显示出 9%-13% 的吝啬的百分比差别(MPD ) 光谱范围,和重要 overestimation 在 413 nm 被观察(MPD >72%) 。AOT 被过高估计(MPD >32%) ,并且尽管 ESA 算法在蓝绿色的乐队超过了 NASA 算法,状况在 red-near-infrared 乐队被颠倒。价值被 ESA 算法(MPD=41%) 然而并非由 NASA 算法(MPD=35%) 显然低估。澄清 NASA 算法为什么在检索更好表现了,散布单个散布反照率(SSA ) 的阴谋密度被准备。这些 -SSA 密度散布显示出的阴谋喷雾器模型的适用性在 ECS 上由 NASA 算法使用了,这比由 ESA 算法使用了的好,尽管任何一个喷雾器模型都不对 ECS 区域合适。这研究的结果在 ECS 上关于运作的数据产品和调查的使用提供引用给数据用户和数据机构进当前的交流计划的改进。

英文摘要:

To acquire high-quality operational data products for Chinese in-orbit and scheduled ocean color sensors, the performances of two operational atmospheric correction(AC) algorithms(ESA MEGS 7.4.1 and NASA Sea DAS 6.1) were evaluated over the East China Seas(ECS) using MERIS data. The spectral remote sensing reflectance R_(rs)(λ), aerosol optical thickness(AOT), and ?ngstr?m exponent(α) retrieved using the two algorithms were validated using in situ measurements obtained between May 2002 and October 2009. Match-ups of R_(rs), AOT, and α between the in situ and MERIS data were obtained through strict exclusion criteria. Statistical analysis of R_(rs)(λ) showed a mean percentage difference(MPD) of 9%–13% in the 490–560 nm spectral range, and significant overestimation was observed at 413 nm(MPD〉72%). The AOTs were overestimated(MPD〉32%), and although the ESA algorithm outperformed the NASA algorithm in the blue-green bands, the situation was reversed in the red-near-infrared bands. The value of α was obviously underestimated by the ESA algorithm(MPD=41%) but not by the NASA algorithm(MPD=35%). To clarify why the NASA algorithm performed better in the retrieval of α, scatter plots of the α single scattering albedo(SSA) density were prepared. These α-SSA density scatter plots showed that the applicability of the aerosol models used by the NASA algorithm over the ECS is better than that used by the ESA algorithm, although neither aerosol model is suitable for the ECS region. The results of this study provide a reference to both data users and data agencies regarding the use of operational data products and the investigation into the improvement of current AC schemes over the ECS.

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期刊信息
  • 《中国海洋湖沼学报:英文版》
  • 中国科技核心期刊
  • 主管单位:中国科学院 中国科协
  • 主办单位:中国海洋与湖沼学会
  • 主编:曾呈奎
  • 地址:中国青岛南海路7号
  • 邮编:266071
  • 邮箱:cjol@ms.qdio.ac.cn
  • 电话:0532-82898754
  • 国际标准刊号:ISSN:0254-4059
  • 国内统一刊号:ISSN:37-1150/P
  • 邮发代号:2-581
  • 获奖情况:
  • 第一、二届全国优秀科技期刊二等奖,中科院优秀期刊二等奖
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国地质文献预评数据库,美国剑桥科学文摘,美国科学引文索引(扩展库),美国生物科学数据库,英国科学文摘数据库,英国动物学记录,日本日本科学技术振兴机构数据库,中国中国科技核心期刊
  • 被引量:349