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Towards the Improvement of Soil Salinity Mapping in a Data-Scarce Context Using Sentinel-2 Images in Machine-Learning Models.

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Title: Towards the Improvement of Soil Salinity Mapping in a Data-Scarce Context Using Sentinel-2 Images in Machine-Learning Models.
Authors: Sirpa-Poma JW; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France., Satgé F; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia., Resongles E; HSM, Univ Montpellier, CNRS, IRD, 34093 Montpellier, France.; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia., Pillco-Zolá R; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia., Molina-Carpio J; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia., Flores Colque MG; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia., Ormachea M; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia., Pacheco Mollinedo P; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France., Bonnet MP; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Nov 22; Vol. 23 (23). Date of Electronic Publication: 2023 Nov 22.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Towards the Improvement of Soil Salinity Mapping in a Data-Scarce Context Using Sentinel-2 Images in Machine-Learning Models.
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  Data: <searchLink fieldCode="AU" term="%22Sirpa-Poma+JW%22">Sirpa-Poma JW</searchLink>; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Satgé+F%22">Satgé F</searchLink>; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Resongles+E%22">Resongles E</searchLink>; HSM, Univ Montpellier, CNRS, IRD, 34093 Montpellier, France.; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Pillco-Zolá+R%22">Pillco-Zolá R</searchLink>; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Molina-Carpio+J%22">Molina-Carpio J</searchLink>; Universidad Mayor de San Andrés, Instituto de Hidráulica e Hidrología, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Flores+Colque+MG%22">Flores Colque MG</searchLink>; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Ormachea+M%22">Ormachea M</searchLink>; Universidad Mayor de San Andrés, Instituto de Investigaciones Químicas, La Paz, Bolivia.<br /><searchLink fieldCode="AU" term="%22Pacheco+Mollinedo+P%22">Pacheco Mollinedo P</searchLink>; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.<br /><searchLink fieldCode="AU" term="%22Bonnet+MP%22">Bonnet MP</searchLink>; ESPACE-DEV, Univ Montpellier, IRD, Univ Antilles, Univ Guyane, Univ Réunion, 34093 Montpellier, France.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2023 Nov 22; Vol. 23 (23). <i>Date of Electronic Publication: </i>2023 Nov 22.
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