Retrieval of Secchi disk depth using MODIS satellite remote sensing and in situ observations in the Yellow Sea and the East China Sea
YU Ding-feng1,2, ZHOU Yan1, XING Qian-guo3, GAI Ying-ying1, ZHOU Bin1,2, FAN Yan-guo4
1. Institute of Oceanographic Instrumentation, Shandong Academy of Sciences, Shandong Provincial Key Laboratory of Ocean Environment Monitoring Technology, Qingdao 266001, China;
2. National engineering and technological research center of marine monitoring equipment, Qingdao 266001, China;
3. Yantai Institute of Coastal Zone Research, Yantai 264003, China;
4. School of Geosciences in China University of Petroleum, Qingdao 266580, China
Abstract：Secchi disk depth is an important optical characteristic of water and a vital index in marine water quality survey. In this paper,we developed and adapted empirical and semi-analytical algorithms to eatimate Secchi disk depth in the Yellow Sea and the East China Sea. The development of the algorithms is based on in situ observations and MODIS remote sensing reflectance data. The three-band model was most suitable for monitoring Secchi depths in this region, with a determination coefficient (R2) of 0.719, relative mean square error (RMSE) of 1.47 m and a mean relative error (MRE) of 19%. Empirical algorithms proves to be more robust than semi-analytical in this study. Using satellite imagery and the proposed model, one can derive maps of water clarity in the study area.
YU Ding-feng,ZHOU Yan,XING Qian-guo et al. Retrieval of Secchi disk depth using MODIS satellite remote sensing and in situ observations in the Yellow Sea and the East China Sea[J]. Marine Environmental Science, 2016, 35(5): 774-779.
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