Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries
At the end of the SPOT4 mission, a four-month experiment was conducted in 2013 to acquire high spatial (20 m) and high temporal (5 days) resolution satellite data. In addition to the SPOT4 (Take5) dataset, we used several Landsat5, 7, 8 images to document the variations in suspended particulate matt...
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doaj-f67ac069143f4dc9b407d3cf05ecf9ce2020-11-24T21:40:44ZengMDPI AGRemote Sensing2072-42922015-07-01789507952810.3390/rs70809507rs70809507Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde EstuariesPierre Gernez0Virginie Lafon1Astrid Lerouxel2Cécile Curti3Bertrand Lubac4Sylvain Cerisier5Laurent Barillé6EA 2160 Mer Molécules Santé (MMS), Université de Nantes, 2 chemin de la Houssinière, 44322 Nantes, FranceGEO-Transfert, UMR 5805 Environnements et Paléo-environnements Océaniques et Continentaux (EPOC), Université de Bordeaux, Allée Geoffroy Saint-Hilaire, 33615 Pessac, FranceEA 2160 Mer Molécules Santé (MMS), Université de Nantes, 2 chemin de la Houssinière, 44322 Nantes, FranceSEA, Bordeaux Technowest, 25 rue Marcel Issartier, 33700 Mérignac, FranceUMR 5805 Environnements et Paléo-environnements Océaniques et Continentaux (EPOC), Université de Bordeaux, Allée Geoffroy Saint-Hilaire, 33615 Pessac, FranceGroupement d'intérêt public (GIP) Loire Estuaire, 22 rue de la Tour d'Auvergne, 44200 Nantes, FranceEA 2160 Mer Molécules Santé (MMS), Université de Nantes, 2 chemin de la Houssinière, 44322 Nantes, FranceAt the end of the SPOT4 mission, a four-month experiment was conducted in 2013 to acquire high spatial (20 m) and high temporal (5 days) resolution satellite data. In addition to the SPOT4 (Take5) dataset, we used several Landsat5, 7, 8 images to document the variations in suspended particulate matter (SPM) concentration in the turbid Gironde and Loire estuaries (France). Satellite-derived SPM concentration was validated using automated in situ turbidity measurements from two monitoring networks. The combination of a multi-temporal atmospheric correction method with a near-infrared to visible reflectance band ratio made it possible to quantify SPM surface concentration in moderately to extremely turbid waters (38–4320 g·m−3), at an accuracy sufficient to detect the maximum turbidity zone (MTZ) in both estuaries. Such a multi-sensor approach can be applied to high spatial resolution satellite archives and to the new ESA Sentinel-2 mission. It offers a promising framework to study the response of estuarine ecosystems to global changes at unprecedented spatio-temporal resolution.http://www.mdpi.com/2072-4292/7/8/9507Sentinel-2SPOT4 (Take5)suspended particulate matterturbidityGirondeLoireestuary |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Pierre Gernez Virginie Lafon Astrid Lerouxel Cécile Curti Bertrand Lubac Sylvain Cerisier Laurent Barillé |
spellingShingle |
Pierre Gernez Virginie Lafon Astrid Lerouxel Cécile Curti Bertrand Lubac Sylvain Cerisier Laurent Barillé Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries Remote Sensing Sentinel-2 SPOT4 (Take5) suspended particulate matter turbidity Gironde Loire estuary |
author_facet |
Pierre Gernez Virginie Lafon Astrid Lerouxel Cécile Curti Bertrand Lubac Sylvain Cerisier Laurent Barillé |
author_sort |
Pierre Gernez |
title |
Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries |
title_short |
Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries |
title_full |
Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries |
title_fullStr |
Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries |
title_full_unstemmed |
Toward Sentinel-2 High Resolution Remote Sensing of Suspended Particulate Matter in Very Turbid Waters: SPOT4 (Take5) Experiment in the Loire and Gironde Estuaries |
title_sort |
toward sentinel-2 high resolution remote sensing of suspended particulate matter in very turbid waters: spot4 (take5) experiment in the loire and gironde estuaries |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2015-07-01 |
description |
At the end of the SPOT4 mission, a four-month experiment was conducted in 2013 to acquire high spatial (20 m) and high temporal (5 days) resolution satellite data. In addition to the SPOT4 (Take5) dataset, we used several Landsat5, 7, 8 images to document the variations in suspended particulate matter (SPM) concentration in the turbid Gironde and Loire estuaries (France). Satellite-derived SPM concentration was validated using automated in situ turbidity measurements from two monitoring networks. The combination of a multi-temporal atmospheric correction method with a near-infrared to visible reflectance band ratio made it possible to quantify SPM surface concentration in moderately to extremely turbid waters (38–4320 g·m−3), at an accuracy sufficient to detect the maximum turbidity zone (MTZ) in both estuaries. Such a multi-sensor approach can be applied to high spatial resolution satellite archives and to the new ESA Sentinel-2 mission. It offers a promising framework to study the response of estuarine ecosystems to global changes at unprecedented spatio-temporal resolution. |
topic |
Sentinel-2 SPOT4 (Take5) suspended particulate matter turbidity Gironde Loire estuary |
url |
http://www.mdpi.com/2072-4292/7/8/9507 |
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