Gustau Camps-Valls

University of Valencia

Spain

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Articles (18)

Year:

2024

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

Collaborators (13)

Jochem Verrelst

University of Valencia

SPAIN

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Miguel Ángel Fernández Torres

Universidad Carlos III de Madrid

SPAIN

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Tilo Hartmann

University of Amsterdam

NETHERLANDS

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Peer Nowack

UNITED KINGDOM

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Femke Vossepoel

Associate Professor

Delft University of Technology

NETHERLANDS

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Luis Gómez-Chova

Full Professor

University of Valencia

SPAIN

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Jordi Muñoz-Marí

Professor

SPAIN

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Laure Zanna

New York University

UNITED STATES

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DAVID HALL

University of Colorado Boulder

UNITED STATES

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Veronika Eyring

Head of the Earth System Model Evaluation and Analysis Department at the German Aerospace Center (DLR) Institute of Atmospheric Physics and Professor of Climate Modelling at the University of Bremen

Deutsches Zentrum für Luft- und Raumfahrt

GERMANY

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Gherardo Varando

Assistant Professor (Ayudante Doctor)

Universitat Politècnica de València

SPAIN

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Catrin Finkenauer

Professor

Utrecht University

NETHERLANDS

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Stef Lhermitte

Professor at KU Leuven

KU Leuven

BELGIUM

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Gustau Camps-Valls

Research Interests

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Articles (18)

Multioutput Feature Selection for Emulation and Sensitivity Analysis

Digital twins of the Earth with and for humans

Causal hybrid modeling with double machine learning—applications in carbon flux modeling

The AIDE Toolbox: Artificial intelligence for disentangling extreme events [Software and Data Sets]

Multioutput Feature Selection for Emulation and Sensitivity Analysis

Interpretable Long Short-Term Memory Networks for Crop Yield Estimation

Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation

Multifidelity Gaussian Process Emulation for Atmospheric Radiative Transfer Models

Estimation of vegetation traits with kernel NDVI

A Scalable Unsupervised Feature Selection With Orthogonal Graph Representation for Hyperspectral Images

Explainable Artificial Intelligence for Cotton Yield Prediction With Multisource Data

Exploring interactions between socioeconomic context and natural hazards on human population displacement

Discovering causal relations and equations from data

Role of locality, fidelity and symmetry regularization in learning explainable representations

Autocorrelation Metrics to Estimate Soil Moisture Persistence From Satellite Time Series: Application to Semiarid Regions

Wildfire Danger Prediction and Understanding With Deep Learning

ClimateBench v1.0: A Benchmark for Data‐Driven Climate Projections

Physics-aware nonparametric regression models for Earth data analysis

Collaborators (13)

Jochem Verrelst

Miguel Ángel Fernández Torres

Tilo Hartmann

Peer Nowack

Femke Vossepoel

Luis Gómez-Chova

Jordi Muñoz-Marí

Laure Zanna

DAVID HALL

Veronika Eyring

Gherardo Varando

Catrin Finkenauer

Stef Lhermitte

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