متابعة
Gustau Camps-Valls (ORCID: 0000-0003-1683-2138)
Gustau Camps-Valls (ORCID: 0000-0003-1683-2138)
أسماء أخرىGustavo Camps-Valls
Professor. Image Processing Lab (IPL). Universitat de València
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Deep learning and process understanding for data-driven Earth system science‏
M Reichstein, G Camps-Valls, B Stevens, M Jung, J Denzler, ...‏
Nature 566, 195-204, 2019‏
38642019
Hyperspectral remote sensing data analysis and future challenges‏
JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ...‏
IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013‏
21532013
Recent advances in techniques for hyperspectral image processing‏
A Plaza, JA Benediktsson, JW Boardman, J Brazile, L Bruzzone, ...‏
Remote sensing of environment 113, S110-S122, 2009‏
19052009
Kernel-based methods for hyperspectral image classification‏
G Camps-Valls, L Bruzzone‏
IEEE Transactions on Geoscience and Remote Sensing 43 (6), 1351-1362, 2005‏
17312005
Composite kernels for hyperspectral image classification‏
G Camps-Valls, L Gomez-Chova, J Muñoz-Marí, J Vila-Francés, ...‏
IEEE geoscience and remote sensing letters 3 (1), 93-97, 2006‏
12712006
Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence‏
L Guanter, Y Zhang, M Jung, J Joiner, M Voigt, JA Berry, C Frankenberg, ...‏
Proceedings of the National Academy of Sciences 111 (14), E1327-E1333, 2014‏
10532014
Unsupervised deep feature extraction for remote sensing image classification‏
A Romero, C Gatta, G Camps-Valls‏
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1349-1362, 2015‏
8332015
Inferring causation from time series in Earth system sciences‏
J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ...‏
Nature communications 10 (1), 2553, 2019‏
8312019
Advances in hyperspectral image classification: Earth monitoring with statistical learning methods‏
G Camps-Valls, D Tuia, L Bruzzone, JA Benediktsson‏
IEEE signal processing magazine 31 (1), 45-54, 2013‏
8202013
Classification of hyperspectral images with regularized linear discriminant analysis‏
TV Bandos, L Bruzzone, G Camps-Valls‏
IEEE Transactions on Geoscience and Remote Sensing 47 (3), 862-873, 2009‏
7862009
Semi-supervised graph-based hyperspectral image classification‏
G Camps-Valls, TVB Marsheva, D Zhou‏
IEEE transactions on Geoscience and Remote Sensing 45 (10), 3044-3054, 2007‏
7532007
A convex formulation for hyperspectral image superresolution via subspace-based regularization‏
M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot‏
IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014‏
7462014
Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties–A review‏
J Verrelst, G Camps-Valls, J Muñoz-Marí, JP Rivera, F Veroustraete, ...‏
ISPRS Journal of Photogrammetry and Remote Sensing 108, 273-290, 2015‏
7432015
Predicting carbon dioxide and energy fluxes across global FLUXNET sites with regression algorithms‏
G Tramontana, M Jung, CR Schwalm, K Ichii, G Camps-Valls, B Ráduly, ...‏
Biogeosciences 13 (14), 4291-4313, 2016‏
6642016
Compensatory water effects link yearly global land CO2 sink changes to temperature‏
M Jung, M Reichstein, CR Schwalm, C Huntingford, S Sitch, A Ahlström, ...‏
Nature 541 (7638), 516-520, 2017‏
6372017
Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and-3‏
J Verrelst, J Muñoz, L Alonso, J Delegido, JP Rivera, G Camps-Valls, ...‏
Remote Sensing of Environment 118, 127-139, 2012‏
5752012
The FLUXCOM ensemble of global land-atmosphere energy fluxes‏
M Jung, S Koirala, U Weber, K Ichii, F Gans, G Camps-Valls, D Papale, ...‏
Scientific data 6 (1), 74, 2019‏
5422019
Scaling carbon fluxes from eddy covariance sites to globe: synthesis and evaluation of the FLUXCOM approach‏
M Jung, C Schwalm, M Migliavacca, S Walther, G Camps-Valls, S Koirala, ...‏
Biogeosciences 17 (5), 1343-1365, 2020‏
5122020
Kernel methods for remote sensing data analysis‏
G Camps-Valls, L Bruzzone‏
John Wiley & Sons, 2009‏
4732009
Multimodal classification of remote sensing images: A review and future directions‏
L Gómez-Chova, D Tuia, G Moser, G Camps-Valls‏
Proceedings of the IEEE 103 (9), 1560-1584, 2015‏
4632015
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مقالات 1–20