Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products

被引:9
作者
Izurieta, Johanna Elizabeth Ayala [1 ,2 ]
Davalos, Andres Agustin Beltran [2 ,3 ]
Santillan, Carlos Arturo Jara [1 ,4 ]
Ponce, Sofia Carolina Godoy [2 ]
Van Wittenberghe, Shari [1 ]
Verrelst, Jochem [1 ]
Delegido, Jesus [1 ]
机构
[1] Univ Valencia, Image Proc Lab IPL, Paterna 46980, Spain
[2] Escuela Super Politecn Chimborazo ESPOCH, Fac Sci, Grp Res Watershed Sustainabil GISOCH, Riobamba 060155, Ecuador
[3] Univ Santiago de Compostela, Dept Soil Sci & Agr Chem, Unit Sustainable Environm & Forest Management, E-27002 Lugo, Spain
[4] Escuela Super Politecn Chimborazo ESPOCH, Fac Nat Resources, Res Grp Nat Resources Field GIARN, Riobamba 060155, Ecuador
关键词
Sentinel-2; atmospheric correction; satellite data; chlorophyll-a; water quality; lakes and lagoons; trophic state; C2RCC; total suspended solids; lake turbidity and transparency; ATMOSPHERIC CORRECTION ALGORITHMS; COASTAL;
D O I
10.3390/s23218774
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The water of high Andean lakes is strongly affected by anthropic activities. However, due to its complexity this ecosystem is poorly researched. This study analyzes water quality using Sentinel-2 (S2) images in high Andean lakes with apparent different eutrophication states. Spatial and temporal patterns are assessed for biophysical water variables from automatic products as obtained from versions of C2RCC (Case 2 Regional Coast Color) processor (i.e., C2RCC, C2X, and C2X-COMPLEX) to observe water characteristics and eutrophication states in detail. These results were validated using in situ water sampling. C2X-COMPLEX appeared to be an appropriate option to study bodies of water with a complex dynamic of water composition. C2RCC was adequate for lakes with high transparency, typical for lakes of highlands with excellent water quality. The Yambo lake, with chlorophyll-a concentration (CHL) values of 79.6 +/- 5 mg/m3, was in the eutrophic to hyper-eutrophic state. The Colta lake, with variable values of CHL, was between the oligotrophic to mesotrophic state, and the Atillo lakes, with values of 0.16 +/- 0.1 mg/m3, were oligotrophic and even ultra-oligotrophic, which remained stable in the last few years. Automatic S2 water products give information about water quality, which in turn makes it possible to analyze its causes.
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页数:20
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