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Neural Network Emulation of Synthetic Hyperspectral Sentinel-2-like Imagery with Uncertainty.
IEEE J Sel Top Appl Earth Obs Remote Sens. 2023;16:762-772. doi: 10.1109/jstars.2022.3231380.
IEEE J Sel Top Appl Earth Obs Remote Sens. 2023.
PMID: 36644656
Free PMC article.
Introducing ARTMO's Machine-Learning Classification Algorithms Toolbox: Application to Plant-Type Detection in a Semi-Steppe Iranian Landscape.
Aghababaei M, Ebrahimi A, Naghipour AA, Asadi E, Pérez-Suay A, Morata M, Garcia JL, Caicedo JPR, Verrelst J.
Aghababaei M, et al. Among authors: perez suay a.
Remote Sens (Basel). 2022 Sep 6;14(18):4452. doi: 10.3390/rs14184452.
Remote Sens (Basel). 2022.
PMID: 36172268
Free PMC article.
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Prototyping Crop Traits Retrieval Models for CHIME: Dimensionality Reduction Strategies Applied to PRISMA Data.
Pascual-Venteo AB, Portalés E, Berger K, Tagliabue G, Garcia JL, Pérez-Suay A, Rivera-Caicedo JP, Verrelst J.
Pascual-Venteo AB, et al. Among authors: perez suay a.
Remote Sens (Basel). 2022 May 19;14(10):2448. doi: 10.3390/rs14102448.
Remote Sens (Basel). 2022.
PMID: 36017157
Free PMC article.
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Correction: Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.
Johnson JE, Laparra V, Pérez-Suay A, Mahecha MD, Camps-Valls G.
Johnson JE, et al. Among authors: perez suay a.
PLoS One. 2021 Feb 3;16(2):e0246775. doi: 10.1371/journal.pone.0246775. eCollection 2021.
PLoS One. 2021.
PMID: 33534865
Free PMC article.
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Kernel methods and their derivatives: Concept and perspectives for the earth system sciences.
Johnson JE, Laparra V, Pérez-Suay A, Mahecha MD, Camps-Valls G.
Johnson JE, et al. Among authors: perez suay a.
PLoS One. 2020 Oct 29;15(10):e0235885. doi: 10.1371/journal.pone.0235885. eCollection 2020.
PLoS One. 2020.
PMID: 33119617
Free PMC article.
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Synergistic integration of optical and microwave satellite data for crop yield estimation.
Mateo-Sanchis A, Piles M, Muñoz-Marí J, Adsuara JE, Pérez-Suay A, Camps-Valls G.
Mateo-Sanchis A, et al. Among authors: perez suay a.
Remote Sens Environ. 2019 Dec 1;234:111460. doi: 10.1016/j.rse.2019.111460.
Remote Sens Environ. 2019.
PMID: 31798192
Free PMC article.
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