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Reconstruction of daily chlorophyll-a concentrations in the transit of severe tropical cyclone Hudhud using the ExDINEOF method

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成果类型:
期刊论文
作者:
Wang, Zheng;Qiu, Shike;Zeng, Qun;Du, Peijun;Dang, Xiaoyan;...
通讯作者:
Du, J
作者机构:
[Liu, Jiping; Du, Jun; Du, Peijun; Wang, Zheng; Qiu, Shike; Dang, Xiaoyan] Henan Acad Sci, Inst Geog Sci, Zhengzhou, Peoples R China.
[Wang, Zheng] Minist Nat Resources, Inst Oceanog 2, States Key Lab Satellite Ocean Environm Dynam, Hangzhou, Peoples R China.
[Zeng, Qun] Cent China Normal Univ, Editorial Dept Journal, Wuhan, Peoples R China.
[Du, Peijun] Nanjing Univ, Key Lab Land Satellite Remote Sensing Applicat, Minist Nat Resources, Nanjing, Peoples R China.
[Liu, Jiping] Chinese Acad Surveying & Mapping, Beijing, Peoples R China.
通讯机构:
[Du, J ] H
Henan Acad Sci, Inst Geog Sci, Zhengzhou, Peoples R China.
语种:
英文
关键词:
Daily chlorophyll-a concentration data;reconstruction;extended data interpolating empirical orthogonal function (ExDINEOF) method;Tropical region;severe tropical cyclone Hudhud
期刊:
Frontiers in Marine Science
ISSN:
2296-7745
年:
2023
卷:
10
基金类别:
This research was funded by the Talent cultivation project of Henan Academy of Sciences(230501008); Central Guiding Locals Science and Technology Development Special Project (211201004); Science and Technology Research Project of Henan Province (2221023204 [230501008]; Talent cultivation project of Henan Academy of Sciences [211201004]; Central Guiding Locals Science and Technology Development Special Project [222102320467, 232102321100]; Science and Technology Research Project of Henan Province [210101007]; Major Scientific Research Focus Project of Henan Academy of Sciences; innovation team of quantitative remote sensing and intelligent analysis of ecological environment, Henan Academy of Sciences
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院系归属:
新闻传播学院
摘要:
Tropical regions experience a diverse range of dense clouds, posing challenges for the daily reconstruction of chlorophyll-a concentration data. This underscores the pressing need for a practical method to reconstruct daily-scale chlorophyll-a concentrations in such regions. While traditional data reconstruction methods focus on single variables and rely on specific factors to infer missing data at specific locations, these single-variable methods may falter when applied to tropical oceans due to the scarcity of available data. Fortunately, all...

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