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Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products
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 pat...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650759/ https://www.ncbi.nlm.nih.gov/pubmed/37960479 http://dx.doi.org/10.3390/s23218774 |
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author | Ayala Izurieta, Johanna Elizabeth Beltrán Dávalos, Andrés Agustín Jara Santillán, Carlos Arturo Godoy Ponce, Sofía Carolina Van Wittenberghe, Shari Verrelst, Jochem Delegido, Jesús |
author_facet | Ayala Izurieta, Johanna Elizabeth Beltrán Dávalos, Andrés Agustín Jara Santillán, Carlos Arturo Godoy Ponce, Sofía Carolina Van Wittenberghe, Shari Verrelst, Jochem Delegido, Jesús |
author_sort | Ayala Izurieta, Johanna Elizabeth |
collection | PubMed |
description | 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/m(3), 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/m(3), 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. |
format | Online Article Text |
id | pubmed-10650759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106507592023-10-27 Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products Ayala Izurieta, Johanna Elizabeth Beltrán Dávalos, Andrés Agustín Jara Santillán, Carlos Arturo Godoy Ponce, Sofía Carolina Van Wittenberghe, Shari Verrelst, Jochem Delegido, Jesús Sensors (Basel) Article 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/m(3), 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/m(3), 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. MDPI 2023-10-27 /pmc/articles/PMC10650759/ /pubmed/37960479 http://dx.doi.org/10.3390/s23218774 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ayala Izurieta, Johanna Elizabeth Beltrán Dávalos, Andrés Agustín Jara Santillán, Carlos Arturo Godoy Ponce, Sofía Carolina Van Wittenberghe, Shari Verrelst, Jochem Delegido, Jesús Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title | Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title_full | Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title_fullStr | Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title_full_unstemmed | Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title_short | Spatial and Temporal Analysis of Water Quality in High Andean Lakes with Sentinel-2 Satellite Automatic Water Products |
title_sort | spatial and temporal analysis of water quality in high andean lakes with sentinel-2 satellite automatic water products |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10650759/ https://www.ncbi.nlm.nih.gov/pubmed/37960479 http://dx.doi.org/10.3390/s23218774 |
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