Mar Menor lagoon (SE Spain) chlorophyll-a and turbidity estimation with Sentinel-2

Mar Menor is a Mediterranean Coastal lagoon with high environmental and social value, but has suffered important episodes of contamination in recent years due to heavy rains, sediment dragging and polluting substances mainly from agriculture as well as the entry of mining waste, causing an increase in eutrophication. Water quality variables such as chlorophyll-a concentration [Chl-a] and turbidity, can be studied through its optical properties by remote sensing techniques. In this work, a methodology is proposed for monitoring [Chl-a] and the turbidity of the Mar Menor using Sentinel-2 images. For this purpose, an extensive database of both variables was used consisting of data taken on different dates between 2016 and 2019 at 12 points of Mar Menor. The images were atmospherically corrected using Case 2 Regional Coast Color Processor (C2RCC) version for turbid waters (C2X) to obtain the water surface reflectance. Then several arithmetic relations between database and reflectance bands used in the bibliography for [Chl-a] and turbidity were analyzed. Comparing the results of each one of these relations with the in situ data, decided that the best index for [Chl-a] estimation is the relation (R560 + R705)/(R560 + R665) with an RMSE = 2.6 mg/m(3) and a NRMSE = 9.1 % and for turbidity R705*R705/R490 with an RMSE = 1.5 NTU and a NRMSE=10.9 %. Finally, by applying these relationships on different dates, thematic maps of [Chl-a] and turbidity of Mar Menor were obtained. One of these images was some days after September 2019 torrential rains, in which a considerable [Chl-a] and turbidity increase was observed.

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Zhan Y. Delegido J. Erena M. Soria J. M. Ruiz-Verdu A. Urrego P. Soria-Perpinya X. Vicente E. y Moreno J. Mar Menor lagoon (SE Spain) chlorophyll-a and turbidity estimation with Sentinel-2. Universitat de València, 2022. https://doi.org/10.23818/limn.41.18

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Retrieved: 18 Jan 2025 15:20:13
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Resource type Article
Date of creation 2024-11-05
Date of last revision 2025-01-18
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Metadata identifier 26fd2b61-79aa-5fe3-bcbe-997a2ef4d034
Metadata language Spanish
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High-value dataset category Earth observation and environment
ISO 19115 topic category biota
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Bibliographic information
Name of the dataset creator Zhan, Y., Delegido, J., Erena, M., Soria, J. M., Ruiz-Verdu, A., Urrego, P., Soria-Perpinya, X., Vicente, E., y Moreno, J.
Name of the dataset editor Universitat de València
Other identifier DOI: 10.23818/limn.41.18
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Email of the dataset creator jesus.delegido@uv.es
Website of the dataset creator
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