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    <titleInfo>
      <title>Remote analysis of the chlorophyll-a concentration using Sentinel-2 MSI images in a semiarid environment in Northeastern Brazil</title>
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    <name type="personnal">
      <namePart type="family">Aranha</namePart>
      <namePart type="given">T. R. B. T.</namePart>
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    <name type="personnal">
      <namePart type="family">Martinez</namePart>
      <namePart type="given">Jean-Michel</namePart>
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    <name type="personnal">
      <namePart type="family">Souza</namePart>
      <namePart type="given">E. P.</namePart>
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    <name type="personnal">
      <namePart type="family">Barros</namePart>
      <namePart type="given">M. U. G.</namePart>
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    <name type="personnal">
      <namePart type="family">Martins</namePart>
      <namePart type="given">E. S. P. R.</namePart>
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    <abstract>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.</abstract>
    <targetAudience authority="marctarget">specialized</targetAudience>
    <subject>
      <topic>remote sensing</topic>
      <topic>water quality</topic>
      <topic>chlorophyll-a</topic>
      <topic>reservoirs</topic>
      <topic>semiarid</topic>
    </subject>
    <subject authority="local">
      <geographic>BRESIL</geographic>
      <geographic>ZONE SEMIARIDE</geographic>
      <geographic>CEARA ETAT</geographic>
    </subject>
    <classification authority="local">062</classification>
    <classification authority="local">126</classification>
    <classification authority="local">036</classification>
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      <titleInfo>
        <title>Water</title>
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      <part>
        <detail type="volume">
          <number>14</number>
        </detail>
        <detail type="volume">
          <number>3</number>
        </detail>
        <extent unit="pages">
          <list> 451 [22 p.]</list>
        </extent>
      </part>
      <originInfo>
        <dateIssued>2022</dateIssued>
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    <identifier type="uri">https://www.documentation.ird.fr/hor/fdi:010084301</identifier>
    <identifier type="doi">10.3390/w14030451</identifier>
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