<?xml version="1.0"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Remote analysis of the chlorophyll-a concentration using Sentinel-2 MSI images in a semiarid environment in Northeastern Brazil</dc:title>
  <dc:creator>Aranha, T. R. B. T.</dc:creator>
  <dc:creator>/Martinez, Jean-Michel</dc:creator>
  <dc:creator>Souza, E. P.</dc:creator>
  <dc:creator>Barros, M. U. G.</dc:creator>
  <dc:creator>Martins, E. S. P. R.</dc:creator>
  <dc:subject>remote sensing</dc:subject>
  <dc:subject>water quality</dc:subject>
  <dc:subject>chlorophyll-a</dc:subject>
  <dc:subject>reservoirs</dc:subject>
  <dc:subject>semiarid</dc:subject>
  <dc:description>In this paper, the authors use remote-sensing images to monitor the water quality of reservoirs located in the semiarid region of Northeast Brazil. Sentinel-2 MSI TOA Level 1C reflectance images were used to remotely estimate the concentration of chlorophyll-a (chl-a), the main indicator of the trophic state of aquatic environments, in five reservoirs in the state of Ceara, Brazil. A three-spectral band retrieval model was calibrated using 171 water samples, collected from November 2015 through July 2018 in 5 reservoirs. For validation, 71 additional samples, collected from August 2018 through December 2019, were used to ensure a robust accuracy assessment. The TOA Level 1C products performed very well, achieving a relative RMSE of 28% and R-2 = 0.80. Data on wind direction and speed, solar radiation and reservoir volume were used to generate a conceptual model to analyze the behavior of chl-a in the surface waters of the Castanhao reservoir. During 2019, the reservoir water quality showed strong variation, with concentration fluctuating from 30 to 95 mu g/L We showed that the end of the dry season is marked by strong eutrophic conditions corresponding to very low water inflows into the reservoir. During the rainy season there is a large decrease in the chl-a concentration following the increase of the lake water storage. During the following dry season, satellite data show a progressive improvement of the trophic state controlled by wind intensity that promotes a better mixing of the reservoir waters and inhibiting the development of most phytoplankton.</dc:description>
  <dc:date>2022</dc:date>
  <dc:type>text</dc:type>
  <dc:identifier>https://www.documentation.ird.fr/hor/fdi:010084301</dc:identifier>
  <dc:identifier>fdi:010084301</dc:identifier>
  <dc:identifier>Aranha T. R. B. T., Martinez Jean-Michel, Souza E. P., Barros M. U. G., Martins E. S. P. R.. Remote analysis of the chlorophyll-a concentration using Sentinel-2 MSI images in a semiarid environment in Northeastern Brazil. 2022, 14 (3),  451 [22 p.]</dc:identifier>
  <dc:language>EN</dc:language>
  <dc:coverage>BRESIL</dc:coverage>
  <dc:coverage>ZONE SEMIARIDE</dc:coverage>
  <dc:coverage>CEARA ETAT</dc:coverage>
</oai_dc:dc>
