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      From In Situ to satellite observations of pelagic Sargassum distribution and aggregation in the Tropical North Atlantic Ocean

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          Abstract

          The present study reports on observations carried out in the Tropical North Atlantic in summer and autumn 2017, documenting Sargassum aggregations using both ship-deck observations and satellite sensor observations at three resolutions (MSI-10 m, OLCI-300 m, VIIRS-750 m and MODIS-1 km). Both datasets reported that in summer, S argassum aggregations were mainly observed off Brazil and near the Caribbean Islands, while they accumulated near the African coast in autumn. Based on in situ observations, we propose a five-class typology allowing standardisation of the description of in situ Sargassum raft shapes and sizes. The most commonly observed Sargassum raft type was windrows, but large rafts composed of a quasi-circular patch hundreds of meters wide were also observed. Satellite imagery showed that these rafts formed larger Sargassum aggregations over a wide range of scales, with smaller aggregations (of tens of m 2 area) nested within larger ones (of hundreds of km 2). Match-ups between different satellite sensors and in situ observations were limited for this dataset, mainly because of high cloud cover during the periods of observation. Nevertheless, comparisons between the two datasets showed that satellite sensors successfully detected Sargassum abundance and aggregation patterns consistent with in situ observations. MODIS and VIIRS sensors were better suited to describing the Sargassum aggregation distribution and dynamics at Atlantic scale, while the new sensors, OLCI and MSI, proved their ability to detect Sargassum aggregations and to describe their (sub-) mesoscale nested structure. The high variability in raft shape, size, thickness, depth and biomass density observed in situ means that caution is called for when using satellite maps of Sargassum distribution and biomass estimation. Improvements would require additional in situ and airborne observations or very high-resolution satellite imagery.

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          Green and golden seaweed tides on the rise.

          Sudden beaching of huge seaweed masses smother the coastline and form rotting piles on the shore. The number of reports of these events in previously unaffected areas has increased worldwide in recent years. These 'seaweed tides' can harm tourism-based economies, smother aquaculture operations or disrupt traditional artisanal fisheries. Coastal eutrophication is the obvious, ultimate explanation for the increase in seaweed biomass, but the proximate processes that are responsible for individual beaching events are complex and require dedicated study to develop effective mitigation strategies. Harvesting the macroalgae, a valuable raw material, before they beach could well be developed into an effective solution.
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            Satellite images suggest a newSargassumsource region in 2011

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              Detection of intense plankton blooms using the 709 nm band of the MERIS imaging spectrometer

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                Author and article information

                Contributors
                Role: Data curationRole: InvestigationRole: MethodologyRole: SupervisionRole: ValidationRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: InvestigationRole: MethodologyRole: Writing – original draftRole: Writing – review & editing
                Role: InvestigationRole: MethodologyRole: Writing – review & editing
                Role: Writing – review & editing
                Role: Writing – review & editing
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                Role: Writing – review & editing
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                Role: Writing – review & editing
                Role: Writing – review & editing
                Role: Writing – review & editing
                Role: Resources
                Role: Writing – review & editing
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                Role: Resources
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                Role: Writing – review & editing
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                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                17 September 2019
                2019
                : 14
                : 9
                : e0222584
                Affiliations
                [1 ] Aix-Marseille Univ., Université de Toulon, CNRS, IRD, MIO UM 110, Marseille, France
                [2 ] Université de Bretagne Occidentale (UBO), Institut Universitaire Européen de la Mer (IUEM), LEMAR UMR 6539, Technopôle Brest-Iroise, Plouzané, France
                [3 ] IRD DR-OUEST, US191 IMAGO, Technopole de Brest-Iroise—Site de la Pointe du Diable, Plouzané, France
                [4 ] Université des Antilles, UMR BOREA, Campus de Fouillole, BP 592, Pointe-à-Pitre, Guadeloupe, France
                [5 ] IRD, IRD-Images, Marseille, France
                [6 ] Aix Marseille Univ, CNRS, IRD, IRSTEA, OSU PYTHEAS, Marseille, France
                Universite de Nantes, FRANCE
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0003-3539-1059
                http://orcid.org/0000-0003-3041-0468
                http://orcid.org/0000-0002-8280-1041
                http://orcid.org/0000-0002-7513-5335
                Article
                PONE-D-18-35411
                10.1371/journal.pone.0222584
                6748567
                31527915
                02b74577-0a4f-4354-bf80-888417aa252f
                © 2019 Ody et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 11 December 2018
                : 3 September 2019
                Page count
                Figures: 8, Tables: 3, Pages: 29
                Funding
                Funded by: TOSCA-CNES
                Award ID: SAREDA-S4
                Award Recipient :
                This study was supported by the TOSCA program of the Centre National d’Etudes Spatiales through the funding of the SAREDAs4 project and the project leading to this publication has received funding from European FEDER Fund under project 1166-39417. AO postdoctoral fellowship was funded by Institut de recherche pour le développement (IRD). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Organisms
                Eukaryota
                Plants
                Algae
                Earth Sciences
                Atmospheric Science
                Meteorology
                Wind
                Earth Sciences
                Geomorphology
                Topography
                Landforms
                Islands
                Engineering and Technology
                Transportation
                Ships
                Earth sciences
                Marine and aquatic sciences
                Bodies of water
                Sargasso Sea
                Earth Sciences
                Atmospheric Science
                Atmospheric Physics
                Atmospheric Dynamics
                Atmospheric Clouds
                Earth Sciences
                Geophysics
                Atmospheric Physics
                Atmospheric Dynamics
                Atmospheric Clouds
                Physical Sciences
                Physics
                Geophysics
                Atmospheric Physics
                Atmospheric Dynamics
                Atmospheric Clouds
                Earth Sciences
                Atmospheric Science
                Meteorology
                Clouds
                Biology and Life Sciences
                Ecology
                Ecological Metrics
                Biomass
                Ecology and Environmental Sciences
                Ecology
                Ecological Metrics
                Biomass
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.

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                Uncategorized

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