Long-Term Distribution Patterns of Chlorophyll-a Concentration in China's Largest Freshwater Lake: MERIS Full-Resolution Observations with a Practical Approach

被引:77
作者
Feng, Lian [1 ,2 ,3 ]
Hu, Chuanmin [2 ]
Han, Xingxing [1 ]
Chen, Xiaoling [1 ,3 ]
Qi, Lin [2 ,4 ]
机构
[1] Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan 430079, Peoples R China
[2] Univ S Florida, Coll Marine Sci, St Petersburg, FL 33701 USA
[3] Wuhan Univ, Collaborat Innovat Ctr Geospatial Informat Techno, Wuhan 430079, Peoples R China
[4] Chinese Acad Sci, Nanjing Inst Geog & Limnol, State Key Lab Lake Sci & Environm, Nanjing 210008, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
remote sensing; MERIS; chlorophyll-a; Poyang Lake; eutrophication; suspended sediments; SeaDAS; BEAM; atmospheric correction; algorithms; ATMOSPHERIC CORRECTION; REMOTE ESTIMATION; SEMIANALYTICAL MODEL; INUNDATION CHANGES; MODIS OBSERVATIONS; COASTAL WATERS; POYANG; PHYTOPLANKTON; ALGORITHM; EUTROPHICATION;
D O I
10.3390/rs70100275
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A new empirical Chl-a algorithm has been developed and validated for the largest freshwater lake of China (Poyang Lake) using a normalized green-red difference index (NGRDI), where the uncertainty was estimated to be <45% for Chl-a ranging between 1.3 and 10.5 mg.m(-3). The combined approach of using the NGRDI algorithm and atmospherically-corrected Medium Resolution Imaging Spectrometer (MERIS) data showed an advantage over other popular approaches. The algorithm was then applied to 325 carefully-selected MERIS full-resolution (300-m) scenes between 2003 and 2012, with pixels of extreme turbidity (NGRDI < 0.06, corresponding to >similar to 25 mg.L-1 total suspended sediments or TSS) masked. The long-term Chl-a distribution showed significant spatial gradient and temporal variability, with Chl-a ranging between 2.4 +/- 0.2 mg.m(-3) in April and 4.4 +/- 1.0 mg.m(-3) in July and no significant increasing or decreasing trend during the 10-year period. In waters where Chl-a was retrievable (i.e., where TSS is < 25 mg.L-1), Chl-a concentration indicated a significant negative correlation with TSS concentration on a seasonal scale and a significant positive correlation with precipitation over the years. Potential eutrophic regions in the southern and eastern lake, thought to be results of limited water exchange with the main lake, were delineated based on the occurrence frequency of high Chl-a (>10 mg.m(-3)) in summer. The study not only provides, for the first time, synoptic baseline information on the lake's Chl-a distributions and potential eutrophic regions, but also demonstrates a practical approach that might be extended to assess eutrophication conditions in other inland waters.
引用
收藏
页码:275 / 299
页数:25
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