Miguel Ángel Fernández Torres

Universidad Carlos III de Madrid

Spain

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Articles (14)

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2025

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2025

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2024

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2023

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2022

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2020

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2020

Collaborators (9)

Fernando Díaz de María

Universidad Carlos III de Madrid

SPAIN

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Saman Ghaffarian

University College London

UNITED KINGDOM

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Mélanie Weynants

Max Planck Institute for Biogeochemistry

GERMANY

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Karin Mora

institute for earth system science & remote sensing leipzig university leipzig germany

GERMANY

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Jordi Muñoz-Marí

Professor

SPAIN

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IVAN GONZALEZ

Universidad Carlos III de Madrid

SPAIN

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Vitus Benson

Max Planck Institute for Biogeochemistry

GERMANY

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Gustau Camps-Valls

University of Valencia

SPAIN

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Chaonan Ji

Leipzig University

GERMANY

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Miguel Ángel Fernández Torres

Research Interests

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Articles (14)

DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts

Explainability can foster trust in artificial intelligence in geoscience

Explainable Earth Surface Forecasting Under Extreme Events

Calibration and uncertainty quantification for deep learning-based drought detection

Artificial intelligence for modeling and understanding extreme weather and climate events

Generative networks for spatio-temporal gap filling of Sentinel-2 reflectances

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

Deep Learning With Noisy Labels for Spatiotemporal Drought Detection

Domain knowledge-driven variational recurrent networks for drought monitoring

Opening the Black Box: A systematic review on explainable artificial intelligence in remote sensing

Assessing the Impact of Using Short Videos for Teaching at Higher Education: Empirical Evidence From Log-Files in a Learning Management System

Wildfire Danger Prediction and Understanding With Deep Learning

Probabilistic Topic Model for Context-Driven Visual Attention Understanding

Interpretable Global-Local Dynamics for the Prediction of Eye Fixations in Autonomous Driving Scenarios

Collaborators (9)

Fernando Díaz de María

Saman Ghaffarian

Mélanie Weynants

Karin Mora

Jordi Muñoz-Marí

IVAN GONZALEZ

Vitus Benson

Gustau Camps-Valls

Chaonan Ji

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