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Optimizing deep neural networks for high-resolution land cover classification through data augmentation.

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Title: Optimizing deep neural networks for high-resolution land cover classification through data augmentation.
Authors: Sierra S; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain.; Photonics Engineering Group, Universidad de Cantabria, 39005, Santander, Spain., Ramo R; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain., Padilla M; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain., Cobo A; Photonics Engineering Group, Universidad de Cantabria, 39005, Santander, Spain. adolfo.cobo@unican.es.; Instituto de Investigación Sanitaria Valdecilla (IDIVAL), 39011, Santander, Spain. adolfo.cobo@unican.es.; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, 28029, Madrid, Spain. adolfo.cobo@unican.es.
Source: Environmental monitoring and assessment [Environ Monit Assess] 2025 Mar 18; Vol. 197 (4), pp. 423. Date of Electronic Publication: 2025 Mar 18.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Netherlands NLM ID: 8508350 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-2959 (Electronic) Linking ISSN: 01676369 NLM ISO Abbreviation: Environ Monit Assess Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sierra+S%22">Sierra S</searchLink>; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain.; Photonics Engineering Group, Universidad de Cantabria, 39005, Santander, Spain.<br /><searchLink fieldCode="AU" term="%22Ramo+R%22">Ramo R</searchLink>; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain.<br /><searchLink fieldCode="AU" term="%22Padilla+M%22">Padilla M</searchLink>; Complutum Tecnologías de la Información Geográfica, COMPLUTIG, 28801, Alcalá de Henares, Spain.<br /><searchLink fieldCode="AU" term="%22Cobo+A%22">Cobo A</searchLink>; Photonics Engineering Group, Universidad de Cantabria, 39005, Santander, Spain. adolfo.cobo@unican.es.; Instituto de Investigación Sanitaria Valdecilla (IDIVAL), 39011, Santander, Spain. adolfo.cobo@unican.es.; CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, 28029, Madrid, Spain. adolfo.cobo@unican.es.
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  Data: <searchLink fieldCode="JN" term="%228508350%22">Environmental monitoring and assessment</searchLink> [Environ Monit Assess] 2025 Mar 18; Vol. 197 (4), pp. 423. <i>Date of Electronic Publication: </i>2025 Mar 18.
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        Value: 10.1007/s10661-025-13870-5
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            NameFull: Sierra S
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            NameFull: Ramo R
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              Text: 2025 Mar 18
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              Y: 2025
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