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  2. Gustau Camps-Valls
Member Since 2017
Gustau Camps-Valls
Professor, University of Valencia
Gustau Camps-Valls (IEEE Fellow'18, ELLIS Fellow, IEEE Distinguished lecturer, PhD in Physics) is a Full professor in Electrical Engineering and head of the Image and Signal Processing (ISP) group, http://isp.uv.es, at the Universitat de València. He is interested in the development of machine learning algorithms for geosciences and remote sensing data analysis.
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Gustau's AGU Research
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The Maturation of AI in Drought Science: A Review of Trends, Pitfalls, and Priorities
WATER RESOURCES RESEARCH
08 april 2026
Data Bottlenecks and Algorithmic Lag in AI for Droughts: A Review of 20-Years Worth of Trends
DROUGHT RISK IN CHANGING CLIMATE: DIAGNOSIS, MODELING, AND MANAGEMENT IV POSTER
hydrology | 18 december 2025
High-Resolution Carbon Flux Monitoring using a Global Estimation Model (CARBON-GEM) in Google Earth Engine
EMERGING MACHINE LEARNING APPROACHES FOR PROCESS UNDERSTANDING AND PREDICTIONS IN ECOSYSTEM SCIENCES I POSTER
biogeosciences | 17 december 2025
Mapping Tree Hydraulics and Assemblages at Continental Scale
TERRESTRIAL ECOSYSTEM HYDRAULICS IN A CHANGING WORLD II POSTER
biogeosciences | 15 december 2025
Explainable Earth Surface Forecasting Under Extreme Events
EARTH'S FUTURE
25 september 2025
Machine Learning and Deep Learning for National and Sub-national Level Crop Yield Forecasting in Data-Constrained Environments
SATELLITE SOLUTIONS: ADVANCING AGRICULTURAL MONITORING THROUGH REMOTE SENSING III ORAL
global environmental change | 10 december 2024
Insights into weather-driven forest mortality with a cross-modal transformer
EMERGING MACHINE LEARNING APPROACHES FOR PROCESS UNDERSTANDING IN ECOSYSTEM SCIENCES II ORAL
biogeosciences | 13 december 2023
Causal and Explainable Machine learning to understand disaster-induced displacement
ENVIRONMENTAL CHANGES AND HUMAN MIGRATION: ADVANCES IN MODELING AND ANALYSIS I ORAL
global environmental change | 12 december 2023
Honors & Awards
Union Fellow
Received December 2025