| Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality | |
Wang, YQ ; Liu, DY; Wang, YJ; Gao, ZQ; Keesing, JK
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| 发表期刊 | INTERNATIONAL JOURNAL OF REMOTE SENSING
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| ISSN | 0143-1161 |
| 2019-07-03 | |
| 卷号 | 40期号:13页码:4980-4995 |
| 关键词 | OCEAN-COLOR PRODUCTS ATMOSPHERIC CORRECTION ALGORITHMS SEAWIFS MODEL VARIABILITY VALIDATION RETRIEVAL TRENDS MERIS SWIR |
| 研究领域 | Remote Sensing ; Imaging Science & Photographic Technology |
| DOI | 10.1080/01431161.2019.1577579 |
| 产权排序 | [Wang, Yueqi; Liu, Dongyan; Wang, Yujue; Gao, Zhiqiang] Chinese Acad Sci, Yantai Inst Coastal Zone Res YIC, CAS Key Lab Coastal Environm Proc & Ecol Remediat, Yantai, Peoples R China; [Wang, Yueqi; Liu, Dongyan; Wang, Yujue; Gao, Zhiqiang] YICCAS, Shandong Key Lab Coastal Environm Proc, Yantai, Shandong, Peoples R China; [Liu, Dongyan] East China Normal Univ, State Key Lab Estuarine & Coastal Res, Shanghai, Peoples R China; [Keesing, John K.] CSIRO Oceans & Atmosphere Res, Indian Ocean Marine Res Ctr, Crawley, Australia; [Keesing, John K.] Univ Western Australia, Oceans Inst, Crawley, Australia |
| 通讯作者 | Wang, Yueqi([email protected]) |
| 作者部门 | 海岸带信息集成与综合管理实验室 |
| 英文摘要 | Retrieval of satellite remotely sensed chlorophyll-a (chl-a) concentrations in coastal regions such as the Bohai and Yellow Seas (BYS) is challenging due to their complex oceanic and atmospheric optical properties. The standard OC3M (ocean chl-a three-band algorithm for MODIS (moderate-resolution imaging spectroradiometer)) algorithm has been widely used in the BYS, despite well-known uncertainties about its accuracy in terms of absolute magnitude. This was based on the belief that OC3M chl-a is capable of representing reliable relative spatial and temporal patterns of sea surface chl-a concentrations. In this study, the ability of the standard OC3M chl-a algorithm to reproduce accurate seasonality patterns was evaluated, based on comparisons with in situ chl-a measurements in the BYS. The results quantified the overestimation by the standard OC3M algorithm with a median absolute percentage difference of 98.48% and a median relative difference of 1.13 mg m(-3).More importantly, the seasonality from OC3M chl-a was significantly biased relative to the seasonal patterns of in situ chl-a. In addition, a regional GAM (generalized additive model)-based satellite chl-a algorithm was evaluated and compared with OC3M chl-a. The results showed the GAM chl-a improved accuracy in both magnitude and seasonality when compared with in situ chl-a, relative to that from OC3M chl-a. |
| 文章类型 | Article |
| 资助机构 | National Natural Science Foundation of ChinaNational Natural Science Foundation of China [41706134, 41876107] ; Aoshan Science and Technology Innovation Program of Qingdao National Laboratory for Marine Science and Technology [2016ASKJ02] ; Strategic Priority Research Program of the Chinese Academy of SciencesChinese Academy of Sciences [XDA11020702] ; Basic Special Program of Ministry of Science and Technology [2014FY210600] |
| 收录类别 | SCI |
| 语种 | 英语 |
| 关键词[WOS] | OCEAN-COLOR PRODUCTS ; ATMOSPHERIC CORRECTION ALGORITHMS ; SEAWIFS ; MODEL ; VARIABILITY ; VALIDATION ; RETRIEVAL ; TRENDS ; MERIS ; SWIR |
| 研究领域[WOS] | Remote Sensing ; Imaging Science & Photographic Technology |
| WOS记录号 | WOS:000465040600007 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.yic.ac.cn/handle/133337/24901 |
| 专题 | 中国科学院海岸带环境过程与生态修复重点实验室_海岸带信息集成与战略规划研究中心 中国科学院海岸带环境过程与生态修复重点实验室_海岸带环境过程实验室 中国科学院海岸带环境过程与生态修复重点实验室 |
| 作者单位 | 1.Chinese Acad Sci, Yantai Inst Coastal Zone Res YIC, CAS Key Lab Coastal Environm Proc & Ecol Remediat, Yantai, Peoples R China; 2.YICCAS, Shandong Key Lab Coastal Environm Proc, Yantai, Shandong, Peoples R China; 3.East China Normal Univ, State Key Lab Estuarine & Coastal Res, Shanghai, Peoples R China; 4.CSIRO Oceans & Atmosphere Res, Indian Ocean Marine Res Ctr, Crawley, Australia; 5.Univ Western Australia, Oceans Inst, Crawley, Australia |
| 推荐引用方式 GB/T 7714 | Wang, YQ,Liu, DY,Wang, YJ,et al. Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING,2019,40(13):4980-4995. |
| APA | Wang, YQ,Liu, DY,Wang, YJ,Gao, ZQ,&Keesing, JK.(2019).Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality.INTERNATIONAL JOURNAL OF REMOTE SENSING,40(13),4980-4995. |
| MLA | Wang, YQ,et al."Evaluation of standard and regional satellite chlorophyll-a algorithms for moderate-resolution imaging spectroradiometer (MODIS) in the Bohai and Yellow Seas, China: a comparison of chlorophyll-a magnitude and seasonality".INTERNATIONAL JOURNAL OF REMOTE SENSING 40.13(2019):4980-4995. |
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