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G

Gustau Camps‐Valls

universität de valència

89H-index
724Paper Count
4.0WCitation Count
Published Papers 146
Publication Date
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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
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
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
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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
errShare
errSave
Explainable Earth Surface Forecasting Under Extreme Events
errEARTHS FUTURE
IF8.2
err2025-09-25
err0
errOAAI
errPellicer-Valero, Oscar J.; Fernandez-Torres, Miguel-Angel; Ji, Chaonan; Mahecha, Miguel D.; Camps-Valls, Gustau
errShare
errSave
Serendipity’s role in advancing geoscience
errNature Geoscience
IF16.1
err2025-07-22
err0
PREAI
errGustau Camps-Valls
errShare
errSave
CloudRuler: Rule-based transformer for cloud removal in Landsat images
errRemote Sensing of Environment
IF11.4
err2025-07-15
err0
PREAI
errJun Li; Yihui Wang; Qinghong Sheng; Zhaocong Wu; Bo Wang; Xiao Ling; Xiang Liu; Yang Du; Fan Gao; Gustau Camps-Valls; Matthieu Molinier
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errSave
Estimating carbon fluxes over North America using a physics-constrained deep learning model
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-07-03
err0
PREAI
errBin Fan; Hankui K. Zhang; Zhongbin B. Li; Jingfeng Xiao; Xianghong Che; Zhihua Liu; Gustau Camps-Valls; Jing M. Chen
errShare
errSave
Calibration and uncertainty quantification for deep learning-based drought detection
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2025-06-01
err0
errOAAI
errZhang, Mengxue; Fernandez-Torres, Miguel-Angel; Cohrs, Kai-Hendrik; Camps-Valls, Gustau
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errSave
Preface: Advancing deep learning for remote sensing time series data analysis
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2025-05-01
err0
PREAI
errGustau, Hankui K. Zhang; Camps-Valls, Gustau; Liang, Shunlin; Tuia, Devis; Pelletier, Charlotte; Zhu, Zhe
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errSave
Large language models for causal hypothesis generation in science
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-01-31
err0
errOAAI
errCohrs, Kai-Hendrik; Diaz, Emiliano; Sitokonstantinou, Vasileios; Varando, Gherardo; Camps-Valls, Gustau
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
P
Philippe Ciais
H-index: 221 · Papers: 2.7K
P
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: 620
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