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First results of phytoplankton spatial dynamics in two NW-Mediterranean bays from chlorophyll-a estimates using sentinel 2: potential implications for aquaculture

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Soriano González, JesúsMés informacióMés informació
Angelats Company, EduardMés informacióMés informació
Alcaraz, Carles
Diogene Fadini, Jorge
Fernández Tejedor, MargaritaMés informacióMés informació
Document typeArticle
Defense date2019-07-25
PublisherMultidisciplinary Digital Publishing Institute (MDPI)
Rights accessOpen Access
Attribution 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution 3.0 Spain
Abstract
Shellfish aquaculture has a major socioeconomic impact on coastal areas, thus it is necessary to develop support tools for its management. In this sense, phytoplankton monitoring is crucial, as it is the main source of food for shellfish farming. The aim of this study was to assess the applicability of Sentinel 2 multispectral imagery (MSI) to monitor the phytoplankton biomass at Ebro Delta bays and to assess its potential as a tool for shellfish management. In situ chlorophyll-a data from Ebro Delta bays (NE Spain) were coupled with several band combination and band ratio spectral indices derived from Sentinel 2A levels 1C and 2A for time-series mapping. The best results (AIC = 72.17, APD < 10%, and MAE < 0.7 mg/m3) were obtained with a simple blue-to-green ratio applied over Rayleigh from Sentinel 2A levels 1C and 2A for time-series mapping. The best results (AIC = 72.17, APD < 10%, and MAE < 0.7 mg/m3) were obtained with a simple blue-to-green ratio applied over Rayleigh corrected images. Sentinel 2–derived maps provided coverage of the farm sites at both bays allowing relating the spatiotemporal distribution of phytoplankton with the environmental forcing under different states of the bays. The applied methodology will be further improved but the results show the potential of using Sentinel 2 MSI imagery as a tool for assessing phytoplankton spatiotemporal dynamics and to encourage better future practices in the management of the aquaculture in Ebro
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1: Delta de l'Ebre, Tarragona, Espanya
CitationSoriano-González, J. [et al.]. First results of phytoplankton spatial dynamics in two NW-Mediterranean bays from chlorophyll-a estimates using sentinel 2: potential implications for aquaculture. "Remote sensing", 25 Juliol 2019, vol. 11, núm. 1756, p. 1-20. 
URIhttp://hdl.handle.net/2117/343856
DOI10.3390/rs11151756
ISSN2072-4292
Publisher versionhttps://www.mdpi.com/2072-4292/11/15/1756
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  • Doctorat en Ciències del Mar - Articles de revista [27]
  • Doctorat en Tecnologia Agroalimentària i Biotecnologia - Articles de revista [43]
  • Doctorat en Ciència i Tecnologia Aeroespacials - Articles de revista [60]
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