Camps-Valls G - Search Results

1

Gradient-Based Automatic Lookup Table Generator for Radiative Transfer Models.

Servera JV, Alonso L, Martino L, Sabater N, Verrelst J, Camps-Valls G, Moreno J. Servera JV, et al. IEEE Trans Geosci Remote Sens. 2019 Feb;57(2):1040-1048. doi: 10.1109/tgrs.2018.2864517. IEEE Trans Geosci Remote Sens. 2019. PMID: 36082240 Free PMC article.

2

Partitioning net carbon dioxide fluxes into photosynthesis and respiration using neural networks.

Tramontana G, Migliavacca M, Jung M, Reichstein M, Keenan TF, Camps-Valls G, Ogee J, Verrelst J, Papale D. Tramontana G, et al. Glob Chang Biol. 2020 Sep;26(9):5235-5253. doi: 10.1111/gcb.15203. Epub 2020 Jul 2. Glob Chang Biol. 2020. PMID: 32497360 Free PMC article.

3

Emulation as an Accurate Alternative to Interpolation in Sampling Radiative Transfer Codes.

Vicent J, Verrelst J, Rivera-Caicedo JP, Sabater N, Muñoz-Marí J, Camps-Valls G, Moreno J. Vicent J, et al. IEEE J Sel Top Appl Earth Obs Remote Sens. 2018 Oct 26;11(12):4918-4931. doi: 10.1109/jstars.2018.2875330. IEEE J Sel Top Appl Earth Obs Remote Sens. 2018. PMID: 36081454 Free PMC article.

4

Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods.

Verrelst J, Malenovský Z, Van der Tol C, Camps-Valls G, Gastellu-Etchegorry JP, Lewis P, North P, Moreno J. Verrelst J, et al. Surv Geophys. 2019;40:589-629. doi: 10.1007/s10712-018-9478-y. Epub 2018 Jun 1. Surv Geophys. 2019. PMID: 36081834 Free PMC article.

5

Gaussian processes retrieval of LAI from Sentinel-2 top-of-atmosphere radiance data.

Estévez J, Vicent J, Rivera-Caicedo JP, Morcillo-Pallarés P, Vuolo F, Sabater N, Camps-Valls G, Moreno J, Verrelst J. Estévez J, et al. ISPRS J Photogramm Remote Sens. 2020 Sep;167:289-304. doi: 10.1016/j.isprsjprs.2020.07.004. ISPRS J Photogramm Remote Sens. 2020. PMID: 36082068 Free PMC article.

6

Systematic Assessment of MODTRAN Emulators for Atmospheric Correction.

Servera JV, Rivera-Caicedo JP, Verrelst J, Muñoz-Marí J, Sabater N, Berthelot B, Camps-Valls G, Moreno J. Servera JV, et al. Among authors: camps valls g. IEEE Trans Geosci Remote Sens. 2021 Apr 20;60:4101917. doi: 10.1109/tgrs.2021.3071376. IEEE Trans Geosci Remote Sens. 2021. PMID: 36082135 Free PMC article.

7

Fusing optical and SAR time series for LAI gap fillingwith multioutput Gaussian processes.

Pipia L, Muñoz-Marí J, Amin E, Belda S, Camps-Valls G, Verrelst J. Pipia L, et al. Remote Sens Environ. 2019 Dec 15;235:111452. doi: 10.1016/j.rse.2019.111452. eCollection 2019 Dec 15. Remote Sens Environ. 2019. PMID: 36082234 Free PMC article.

8

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method.

Berger K, Verrelst J, Féret JB, Hank T, Wocher M, Mauser W, Camps-Valls G. Berger K, et al. Int J Appl Earth Obs Geoinf. 2020 Oct 1;92:102174. doi: 10.1016/j.jag.2020.102174. eCollection 2020 Oct. Int J Appl Earth Obs Geoinf. 2020. PMID: 36090128 Free PMC article.

9

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. Remote Sens Environ. 2019 Dec 1;234:111460. doi: 10.1016/j.rse.2019.111460. Remote Sens Environ. 2019. PMID: 31798192 Free PMC article.

10

Deep Gaussian processes for biogeophysical parameter retrieval and model inversion.

Svendsen DH, Morales-Álvarez P, Ruescas AB, Molina R, Camps-Valls G. Svendsen DH, et al. ISPRS J Photogramm Remote Sens. 2020 Aug;166:68-81. doi: 10.1016/j.isprsjprs.2020.04.014. ISPRS J Photogramm Remote Sens. 2020. PMID: 32747851 Free PMC article.

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