Cargando…

New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters

The increased frequency of harmful algal blooms (HABs) is a major environmental concern worldwide, resulting not only in increased treatment costs for drinking water but also in impacts on tourism, commercial fishing and aquaculture and risks to human and animal health. Traditional strategies with s...

Descripción completa

Detalles Bibliográficos
Autores principales: Caballero, Isabel, Fernández, Raúl, Escalante, Oscar Moreno, Mamán, Luz, Navarro, Gabriel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250863/
https://www.ncbi.nlm.nih.gov/pubmed/32457388
http://dx.doi.org/10.1038/s41598-020-65600-1
_version_ 1783538841077940224
author Caballero, Isabel
Fernández, Raúl
Escalante, Oscar Moreno
Mamán, Luz
Navarro, Gabriel
author_facet Caballero, Isabel
Fernández, Raúl
Escalante, Oscar Moreno
Mamán, Luz
Navarro, Gabriel
author_sort Caballero, Isabel
collection PubMed
description The increased frequency of harmful algal blooms (HABs) is a major environmental concern worldwide, resulting not only in increased treatment costs for drinking water but also in impacts on tourism, commercial fishing and aquaculture and risks to human and animal health. Traditional strategies with ship-based approaches based on field sampling and laboratory analysis have been adopted to assess HABs. However, these methods are labour intensive and costly and do not provide synoptic views of the bloom conditions. Here, we show that the Sentinel-2 twin satellite mission of the Copernicus programme, in combination with in situ data, is a powerful tool that can offer valuable spatiotemporal information about a bloom of the dinoflagellate Lingulodinium polyedra that occurred on the SW Iberian Peninsula. Using the robust ACOLITE atmospheric correction processor combined with the normalized difference chlorophyll index (NDCI), the enhanced mapping of small blooms can be performed at a 10 m spatial resolution, revealing surface patches and a heterogeneous distribution. This research also demonstrates the improved capabilities of Sentinel-2 compared to those of Landsat-8 and Sentinel-3 for continuous monitoring. The Sentinel-3 and Sentinel-2 missions provide ecosystem observations that allow the environmental community and water managers to evaluate changes in water quality and bloom distribution and that facilitate field-based measurements. Therefore, the value added by the Copernicus products in terms of frequency and synoptic observations is of paramount importance for ecological and management purposes at regional and national scales.
format Online
Article
Text
id pubmed-7250863
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-72508632020-06-04 New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters Caballero, Isabel Fernández, Raúl Escalante, Oscar Moreno Mamán, Luz Navarro, Gabriel Sci Rep Article The increased frequency of harmful algal blooms (HABs) is a major environmental concern worldwide, resulting not only in increased treatment costs for drinking water but also in impacts on tourism, commercial fishing and aquaculture and risks to human and animal health. Traditional strategies with ship-based approaches based on field sampling and laboratory analysis have been adopted to assess HABs. However, these methods are labour intensive and costly and do not provide synoptic views of the bloom conditions. Here, we show that the Sentinel-2 twin satellite mission of the Copernicus programme, in combination with in situ data, is a powerful tool that can offer valuable spatiotemporal information about a bloom of the dinoflagellate Lingulodinium polyedra that occurred on the SW Iberian Peninsula. Using the robust ACOLITE atmospheric correction processor combined with the normalized difference chlorophyll index (NDCI), the enhanced mapping of small blooms can be performed at a 10 m spatial resolution, revealing surface patches and a heterogeneous distribution. This research also demonstrates the improved capabilities of Sentinel-2 compared to those of Landsat-8 and Sentinel-3 for continuous monitoring. The Sentinel-3 and Sentinel-2 missions provide ecosystem observations that allow the environmental community and water managers to evaluate changes in water quality and bloom distribution and that facilitate field-based measurements. Therefore, the value added by the Copernicus products in terms of frequency and synoptic observations is of paramount importance for ecological and management purposes at regional and national scales. Nature Publishing Group UK 2020-05-26 /pmc/articles/PMC7250863/ /pubmed/32457388 http://dx.doi.org/10.1038/s41598-020-65600-1 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Caballero, Isabel
Fernández, Raúl
Escalante, Oscar Moreno
Mamán, Luz
Navarro, Gabriel
New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title_full New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title_fullStr New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title_full_unstemmed New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title_short New capabilities of Sentinel-2A/B satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
title_sort new capabilities of sentinel-2a/b satellites combined with in situ data for monitoring small harmful algal blooms in complex coastal waters
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250863/
https://www.ncbi.nlm.nih.gov/pubmed/32457388
http://dx.doi.org/10.1038/s41598-020-65600-1
work_keys_str_mv AT caballeroisabel newcapabilitiesofsentinel2absatellitescombinedwithinsitudataformonitoringsmallharmfulalgalbloomsincomplexcoastalwaters
AT fernandezraul newcapabilitiesofsentinel2absatellitescombinedwithinsitudataformonitoringsmallharmfulalgalbloomsincomplexcoastalwaters
AT escalanteoscarmoreno newcapabilitiesofsentinel2absatellitescombinedwithinsitudataformonitoringsmallharmfulalgalbloomsincomplexcoastalwaters
AT mamanluz newcapabilitiesofsentinel2absatellitescombinedwithinsitudataformonitoringsmallharmfulalgalbloomsincomplexcoastalwaters
AT navarrogabriel newcapabilitiesofsentinel2absatellitescombinedwithinsitudataformonitoringsmallharmfulalgalbloomsincomplexcoastalwaters