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    <titleInfo>
      <title>Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil</title>
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    <name type="personnal">
      <namePart type="family">de Oliveira</namePart>
      <namePart type="given">J. F.</namePart>
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    <name type="personnal">
      <namePart type="family">Brossard</namePart>
      <namePart type="given">Michel</namePart>
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    <name type="personnal">
      <namePart type="family">Corazza</namePart>
      <namePart type="given">E. J.</namePart>
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    <name type="personnal">
      <namePart type="family">Guimaraes</namePart>
      <namePart type="given">M. D.</namePart>
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    <name type="personnal">
      <namePart type="family">Marchao</namePart>
      <namePart type="given">R. L.</namePart>
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    <abstract>Visible and near-infrared (Vis-NIR) spectroscopy is a tool to determine soi l spatial variability and has been used to map soils and their properties. Considering that physical , chemical , mineralogical , and morphological soi l properties can affect the intensity and the depth of the spectral reflectance band in the Vis-NIR region, the objectives of this work were to: (i) evaluate the potential of the reflectance inflection difference (RID) to discriminate soils; and (ii) veri f y potential spatial correlations of the RID with soi l properties, compared with the f u l l spectra, in order to build thematic maps at a fiel d scale. In a farm of 375 ha, 78 soil samples from the 0.87-0.92-m depth were collected in a regular grid of 200 m, with a focus on the soi l diagnostic horizon (Bw horizon). The sampled soils were a Latossolo Vermelho-Amarelo &amp; PRIME;acrico (Haplic Ferralsol) and a Latossolo Ver-melho distr &amp; PRIME;ofico (Rhodic Ferralsol). Twenty-two physical , chemical , mineralogical , and morphological soi l properties were determined, and the Vis-NIR spectra between 400 and 2500 nm were measured. Considering the presence of an inflection band and its relationship with soi l properties, the spectral bands used to calculate the RID were between (base 1/base 2): 400-510, 730-930, 1290-1450, 1800-1950, 2000-2218, and 2218-2290 nm. The RID failed to map the spatial variability of soi l properties, with a Kappa inde x of 39%; therefore, it is not a good parameter for building thematic maps of soi l parameters. In addition, the complete spectru m (mainly in 400-510, 730-930, 1290-1450, 1800-1950, 2000-2218, and 2218-2290 nm) was better spatially correlated with soi l properties than the decomposition of the spectrum by the RID. Soi l classification and level of dis-cretization as affected by spectral variability were also discussed here. Three soi l groups were discriminated mainly by the Ki and K r indexes and clay content. Moreover, the variability of the spectra was conditioned by the spatial variability of the mentioned variables. The clay content for soils with a discrepant particle size (group 1 compared with groups 2 and 3) and the Ki and K r indexes for soils with a homogeneous particle size (between groups 2 and 3), associated with the f u l l Vis-NIR spectral analysis, allowed building thematic maps with a good precision, without the need of mathematical models; this was possible by the modification of the reflectance intensity and the size of the concavity of the spectral band.</abstract>
    <targetAudience authority="marctarget">specialized</targetAudience>
    <subject>
      <topic>Ki and K r indexes</topic>
      <topic>Reflectance inflection difference</topic>
      <topic>Soil spatial variability</topic>
      <topic>Soil spectra</topic>
    </subject>
    <subject authority="local">
      <geographic>BRESIL</geographic>
      <geographic>GOIAS</geographic>
    </subject>
    <classification authority="local">068</classification>
    <relatedItem type="host">
      <titleInfo>
        <title>Geoderma Regional</title>
      </titleInfo>
      <part>
        <detail type="volume">
          <number>30</number>
        </detail>
        <extent unit="pages">
          <list>e00532 [13 ]</list>
        </extent>
      </part>
      <originInfo>
        <dateIssued>2022</dateIssued>
      </originInfo>
      <identifier type="issn">2352-0094</identifier>
    </relatedItem>
    <identifier type="uri">https://www.documentation.ird.fr/hor/fdi:010085332</identifier>
    <identifier type="doi">10.1016/j.geodrs.2022.e00532</identifier>
    <identifier type="issn">2352-0094</identifier>
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      <shelfLocator>[F B010085332]</shelfLocator>
      <url usage="primary display" access="object in context">https://www.documentation.ird.fr/hor/fdi:010085332</url>
      <url access="row object">https://www.documentation.ird.fr/intranet/publi/2022-09/010085332.pdf</url>
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      <recordCreationDate encoding="w3cdtf">2022-09-02</recordCreationDate>
      <recordChangeDate encoding="w3cdtf">2025-02-24</recordChangeDate>
      <recordIdentifier>fdi:010085332</recordIdentifier>
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        <languageTerm authority="iso639-2b">fre</languageTerm>
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