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Understanding deep learning in land use classification based on Sentinel-2 time series.
Sci Rep. 2020 Oct 14;10(1):17188. doi: 10.1038/s41598-020-74215-5.
Sci Rep. 2020.
PMID: 33057052
Free PMC article.
Multispectral high resolution sensor fusion for smoothing and gap-filling in the cloud.
Moreno-Martínez Á, Izquierdo-Verdiguier E, Maneta MP, Camps-Valls G, Robinson N, Muñoz-Marí J, Sedano F, Clinton N, Running SW.
Moreno-Martínez Á, et al. Among authors: izquierdo verdiguier e.
Remote Sens Environ. 2020 Sep 15;247:111901. doi: 10.1016/j.rse.2020.111901.
Remote Sens Environ. 2020.
PMID: 32943798
Free PMC article.
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Optimized Kernel Entropy Components.
Izquierdo-Verdiguier E, Laparra V, Jenssen R, Gomez-Chova L, Camps-Valls G.
Izquierdo-Verdiguier E, et al.
IEEE Trans Neural Netw Learn Syst. 2017 Jun;28(6):1466-1472. doi: 10.1109/TNNLS.2016.2530403. Epub 2016 Feb 25.
IEEE Trans Neural Netw Learn Syst. 2017.
PMID: 26930695
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Exploring differences in spatial patterns and temporal trends of phenological models at continental scale using gridded temperature time-series.
Mehdipoor H, Zurita-Milla R, Augustijn EW, Izquierdo-Verdiguier E.
Mehdipoor H, et al. Among authors: izquierdo verdiguier e.
Int J Biometeorol. 2020 Mar;64(3):409-421. doi: 10.1007/s00484-019-01826-7. Epub 2019 Nov 12.
Int J Biometeorol. 2020.
PMID: 31720857
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Learning vs. understanding: When does artificial intelligence outperform process-based modeling in soil organic carbon prediction?
Bernardini LG, Rosinger C, Bodner G, Keiblinger KM, Izquierdo-Verdiguier E, Spiegel H, Retzlaff CO, Holzinger A.
Bernardini LG, et al. Among authors: izquierdo verdiguier e.
N Biotechnol. 2024 Jul 25;81:20-31. doi: 10.1016/j.nbt.2024.03.001. Epub 2024 Mar 8.
N Biotechnol. 2024.
PMID: 38462171
Free article.
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