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G

Gustau Camps‐Valls

universitat de valencia

89H-index
731Paper Count
4.0WCitation Count
Published Papers 153
Publication Date
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A Tensor-Decomposition Networked Framework for Hyperspectral Remote Sensing Restoration
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-09-21
err0
PREAI
errMinghua Wang; Yilun Li; Lianru Gao; Jiaxin Li; Xin Zhao; Gemine Vivone; Zhi-Hui Zhan; Gustau Camps-Valls; Jón Atli Benediktsson
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errSave
Rethinking AI in Hyperspectral Image Classification: Paradigms, representations, and interpretability
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-09-18
err0
PREAI
errZhaohui Xue; Xiangyu Nie; Junshi Xia; Danfeng Hong; Gustau Camps-Valls
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errSave
RCNet: Real–Complex Fusion for PolSAR Land Cover Classification
errIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
IF5.3
err2026-09-01
err0
errOAAI
errShuaiying Zhang; Zhen Dong; Huadong Lin; Yucheng Gao; Tong Li; Jinran Wu; Youjun Wang; Peng Fu; Francesco Pietro Fava; Wentao An; Gustau Camps-Valls
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errSave
Bridging the weather and climate divide with artificial intelligence
errNature Communications
IF15.7
err2026-08-18
err0
errOAAI
errGustau Camps-Valls; Alberto Carrassi; Francisco de Melo Viríssimo; Kevin Debeire; Miguel-Ángel Fernández-Torres; Philipp Hess; Helge Heuer; Nathan Mankovich; David Montero; Esther Rodrigo-Bonet; Federico Serva; Vasileios Sitokonstantinou; Alistair White; Kai-Hendrik Cohrs; Jonathan Wider; Christian Reimers; Nikolaos Ioannis Bountos; Ioannis Papoutsis; Pierre Gentine; Veronika Eyring
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errSave
Beyond carbon measurement: Turning agricultural carbon into credible climate action
errInnovation
IF25.7
err2026-08-06
err0
errOAAI
errTong Li; Xin Tian; Ram C. Dalal; Apostolos Kyriazopoulos; Amin Sharififar; Anquan Xia; Rajiv Pandey; Peng Fu; Nanthi Bolan; Jinran Wu; Geoffrey J. McLachlan; Woo-Jung Choi; Zhihong Xu; Yanfen Wang; Bojie Fu; Vilim Filipović; Scott Chapman; Yash P. Dang; Gustau Camps-Valls
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errSave
Earth Embeddings: Toward artificial intelligence-centric representations of our planet
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-07-31
err0
errOAAI
errKonstantin Klemmer; Esther Rolf; Marc Rußwurm; Gustau Camps-Valls; Mikolaj Czerkawski; Stefano Ermon; Alistair Francis; Nathan Jacobs; Hannah Kerner; Lester Mackey; Gengchen Mai; Oisin Mac Aodha; Markus Reichstein; Caleb Robinson; David Rolnick; Evan Shelhamer; Vincent Sitzmann; Devis Tuia; Xiaoxiang Zhu
errShare
errSave
Upwind terrestrial influences on soil moisture variability across South America
errNature Communications
IF15.7
err2026-07-24
err0
errOAAI
errFeini Huang; Shijie Jiang; Wei Shangguan; Gustau Camps-Valls; Alexander Winkler; Wantong Li; Gregory Duveiller; Christian Reimers; Wenli Zhao; Markus Reichstein; Yongjiu Dai
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errSave
AI in Mangrove Remote Sensing: A comprehensive review
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-07-15
err0
PREAI
errZhaohui Xue; Siyu Qian; Gustau Camps-Valls; Mingming Jia; Hongsheng Zhang; Kourosh Khoshelham
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errSave
A multivariate analysis of atmospheric drivers for Western European heatwaves
errEarth System Dynamics
IF7.2
err2026-07-01
err0
PREAI
errPacal, Aytac; Hassler, Birgit; Weigel, Katja; Fernandez-Torres, Miguel-Angel; Camps-Valls, Gustau; Eyring, Veronika
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errSave
Video compression for spatiotemporal Earth system data
errCOMPUTERS & GEOSCIENCES
IF4.4
err2026-06-27
err0
errOAAI
errOscar J. Pellicer-Valero; Cesar Aybar; Gustau Camps Valls
errShare
errSave
Evaluating Machine Learning Emulators for Atmospheric Radiative Transfer: The Atmospheric Machine Learning Emulation Challenge
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-06-25
err0
PREAI
errJorge Vicent Servera; Jasdeep Singh; Axel Rochel; Julio Cesar Contreras Huerta; Romain Poirier; Panagiotis Liatsis; Hasan Al Marzouqi; Gustau Camps-Valls
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errSave
Hybrid forest disturbance classification using Sentinel-1 and inventory data: a case-study for Southeastern USA
errNatural Hazards and Earth System Sciences
IF4.7
err2026-06-12
err0
errOAAI
errFranziska Müller; Laura Eifler; Felix Cremer; Pieter Beck; Gustau Camps-Valls; Ana Bastos
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errSave
Leveraging remote sensing and crowd-sourced biodiversity data for enhanced plant functional trait mapping
errNature Communications
IF15.7
err2026-04-21
err0
errOAAI
errÁlvaro Moreno-Martínez; Jordi Muñoz-Marí; Jose E. Adsuara; Benjamin Dechant; Jens Kattge; Teja Kattenborn; Francesco Maria Sabatini; Fabian D. Schneider; Gregory Duveiller; Peter M. van Bodegom; Ethan E. Butler; Miguel D. Mahecha; Emma Izquierdo-Verdiguier; Josep Peñuelas; Gerhard Boenisch; Ryan Pavlick; Philip A. Townsend; Nuno Carvalhais; Daniel Lusk; Gustau Camps-Valls
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errSave
Causal Graph Neural Networks for robust wildfire forecasting across geographic shifts
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2026-04-16
err0
errOAAI
errShan Zhao; Ioannis Prapas; Zhitong Xiong; Ilektra Karasante; Ioannis Papoutsis; Gustau Camps-Valls; Xiao Xiang Zhu
errShare
errSave
The Maturation of AI in Drought Science: A Review of Trends, Pitfalls, and Priorities
errWater Resources Research
IF5
err2026-04-08
err0
errOAAI
errGuido Ascenso; Matteo Giuliani; Jorge Pérez-Aracil; Sancho Salcedo-Sanz; Claudia Bertini; Paolo Bonetti; Gustau Camps-Valls; Miguel Ángel Fernández Torres; Andrea Ficchì; Nora Linscheid; Martina Merlo; Giulio Palcic; Markus Reichstein; Marcello Restelli; Andrea Toreti; Eliot Walt; Andrea Castelletti
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errSave
AI needs a new philosophy of science
errthe innovation
IF0
err2026-02-10
err0
errOAAI
errGustau Camps-Valls
errShare
errSave
Unveiling Spectral Attention Redundancy With Explainable AI
errIEEE Geoscience and Remote Sensing Letters
IF4.4
err2026-01-14
err0
PREAI
errChen Ma; Oscar J. Pellicer-Valero; Kai-Hendrik Cohrs; Jiaqi Yao; Junjun Jiang; Huayi Li; Gustau Camps-Valls
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errSave
Earth Action in Transition: Highlights From the 2025 ESA–NASA International Workshop on AI Foundation Models for EO [Space-Agencies]
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
errOAAI
errNicolas Longépé; Hamed Alemohammad; Anca Anghelea; Thomas Brunschwiler; Gustau Camps-Valls; Gabriele Cavallaro; Jocelyn Chanussot; Jose Manuel Delgado; Begüm Demir; Nikolaos Dionelis; Paolo Fraccaro; Anna Jungbluth; Robert E. Kennedy; Valerio Marsocci; Muthukumaran Ramasubramanian; Raul Ramos-Pollan; Sujit Roy; Gencer Sümbül; Devis Tuia; Xiao Xiang Zhu; Rahul Ramachandran
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errSave
Hybrid Deep Learning Models for Remote Sensing Image Processing
errProceedings of the IEEE
IF25.9
err2025-12-12
err0
PREAI
errMatthieu Muller; Daniele Picone; Begüm Demir; Gustau Camps-Valls; Mauro Dalla Mura; Magnús Örn Úlfarsson; Jón Atli Benediktsson
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errSave
Probabilistic machine learning for noisy labels in Earth observation
errScientific Reports
IF3.9
err2025-10-14
err0
errOAAI
errSpyros Kondylatos; Nikolaos Ioannis Bountos; Ioannis Prapas; Angelos Zavras; Gustau Camps-Valls; Ioannis Papoutsis
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Research Directions

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Co-authors
Cooperation Journals
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Philippe Ciais
H-index: 221 · Papers: 2.7K
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Peter B. Reich
H-index: 202 · Papers: 1.3K
J
Josep Peñuelas
H-index: 183 · Papers: 2.7K
B
Bernhard Schölkopf
H-index: 140 · Papers: 1.5K
P
Pierre Friedlingstein
H-index: 138 · Papers: 623
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