Gustau Camps-Valls

Cited by

	All	Since 2018
Citations	37172	24153
h-index	88	71
i10-index	299	242

6000

3000

1500

4500

200620072008200920102011201220132014201520162017201820192020202120222023159 268 338 524 575 827 985 1089 1600 1897 2100 2245 2853 3204 3842 4644 5001 4533

Public access

View all

231 articles

31 articles

available

not available

Based on funding mandates

Co-authors

Jordi Muñoz-MaríProfessor. Electronic Engineering Department, University of ValenciaVerified email at uv.es
Luis Gómez-ChovaFull Professor, Image Processing Laboratory (IPL), Universitat de ValenciaVerified email at uv.es
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Markus ReichsteinDepartment of Biogeochemical Integration, Max-Planck-Institute for BiogeochemistryVerified email at bgc-jena.mpg.de
Lorenzo BruzzoneProfessor of Telecommunications, University of TrentoVerified email at ing.unitn.it
Javier CalpeAss Prof Univestiy of ValenciaVerified email at uv.es
Jochem verrelstPost-doc researcher, Image Processing Laboratory (IPL), University of ValenciaVerified email at uv.es
Valero LaparraUniversitat de ValènciaVerified email at uv.es
Luis GuanterUniversitat Politècnica de ValènciaVerified email at fis.upv.es
José Luis Rojo ÁlvarezProfessor of Telecommunication Engineering, Rey Juan Carlos UniversityVerified email at urjc.es
emilio soria-olivasVerified email at uv.es
María PilesResearch scientist (UV)Verified email at uv.es
Álvaro Moreno MartínezImage and Signal Processing (ISP), University of Valencia, SpainVerified email at uv.es
Manel Martínez-RamónProfessor. The University of New MexicoVerified email at unm.edu
Juan Pablo Rivera CaicedoIxM CONAHCYT-UANVerified email at conahcyt.mx
Manuel Campos-TabernerUniversitat de ValènciaVerified email at uv.es
Julia AmorósProfessor of Electronic engineering, University of Valencia, SpainVerified email at uv.es
Emma Izquierdo VerdiguierUniversity of Natural Resources and Life Science (Boku)Verified email at boku.ac.at
Jesus MaloProfessor of Vision Science, Universitat de ValenciaVerified email at uv.es
José D. Martin-GuerreroETSE-UV, Universitat de ValènciaVerified email at uv.es

Gustau Camps-Valls

Other namesGustavo Camps-Valls, G Camps-i-Valls, Gustau Camps

Professor. Image Processing Lab (IPL). Universitat de València

Verified email at uv.es - Homepage

Machine learning artificial intelligence signal & image processing remote sensing Earth science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	2615	2019
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	1864	2013
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	1782	2009
Kernel-based methods for hyperspectral image classification G Camps-Valls, L Bruzzone IEEE Transactions on Geoscience and Remote Sensing 43 (6), 1351-1362, 2005	1651	2005
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	1217	2006
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	896	2014
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	769	2015
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	757	2013
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	730	2007
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	675	2009
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	614	2015
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	576	2019
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	542	2017
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	529	2016
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	511	2012
Kernel methods for remote sensing data analysis G Camps-Valls, L Bruzzone John Wiley & Sons, 2009	451	2009
Kernel-based framework for multitemporal and multisource remote sensing data classification and change detection G Camps-Valls, L Gómez-Chova, J Muñoz-Marí, JL Rojo-Álvarez, ... IEEE Transactions on Geoscience and Remote Sensing 46 (6), 1822-1835, 2008	425	2008
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	380	2015
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	362	2019
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	362	2019

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors