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Year | Number of Results |
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2021 | 1 |
2022 | 2 |
2023 | 3 |
2024 | 0 |
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Page 1
RaVÆn: unsupervised change detection of extreme events using ML on-board satellites.
Sci Rep. 2022 Oct 8;12(1):16939. doi: 10.1038/s41598-022-19437-5.
Sci Rep. 2022.
PMID: 36209278
Free PMC article.
Global flood extent segmentation in optical satellite images.
Portalés-Julià E, Mateo-García G, Purcell C, Gómez-Chova L.
Portalés-Julià E, et al. Among authors: mateo garcia g.
Sci Rep. 2023 Nov 20;13(1):20316. doi: 10.1038/s41598-023-47595-7.
Sci Rep. 2023.
PMID: 37985732
Free PMC article.
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Semantic segmentation of methane plumes with hyperspectral machine learning models.
Růžička V, Mateo-Garcia G, Gómez-Chova L, Vaughan A, Guanter L, Markham A.
Růžička V, et al. Among authors: mateo garcia g.
Sci Rep. 2023 Nov 17;13(1):19999. doi: 10.1038/s41598-023-44918-6.
Sci Rep. 2023.
PMID: 37978332
Free PMC article.
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In-orbit demonstration of a re-trainable machine learning payload for processing optical imagery.
Mateo-Garcia G, Veitch-Michaelis J, Purcell C, Longepe N, Reid S, Anlind A, Bruhn F, Parr J, Mathieu PP.
Mateo-Garcia G, et al.
Sci Rep. 2023 Jun 27;13(1):10391. doi: 10.1038/s41598-023-34436-w.
Sci Rep. 2023.
PMID: 37369699
Free PMC article.
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Towards global flood mapping onboard low cost satellites with machine learning.
Mateo-Garcia G, Veitch-Michaelis J, Smith L, Oprea SV, Schumann G, Gal Y, Baydin AG, Backes D.
Mateo-Garcia G, et al.
Sci Rep. 2021 Mar 31;11(1):7249. doi: 10.1038/s41598-021-86650-z.
Sci Rep. 2021.
PMID: 33790368
Free PMC article.
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CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2.
Aybar C, Ysuhuaylas L, Loja J, Gonzales K, Herrera F, Bautista L, Yali R, Flores A, Diaz L, Cuenca N, Espinoza W, Prudencio F, Llactayo V, Montero D, Sudmanns M, Tiede D, Mateo-García G, Gómez-Chova L.
Aybar C, et al. Among authors: mateo garcia g.
Sci Data. 2022 Dec 24;9(1):782. doi: 10.1038/s41597-022-01878-2.
Sci Data. 2022.
PMID: 36566333
Free PMC article.
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