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Julio Cesar Contreras Huerta committed Mar 2, 2025
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% 2025
@inproceedings{EGU25-19870,
title = {Operational and actionable Acute Food Insecurity modelling},
author = {Machefer, Melissande and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session ITS4.8/NH13.2 -- Novel Approaches for Early Warning Systems: from AI to trans-disciplinary approaches},
note = {EGU25-19870}
}
@inproceedings{EGU25-19694,
title = {Enhancing Light Efficiency Modeling with Symbolic Regression and KANs},
author = {Muñoz-Marí, Jordi and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session BG3.7 -- Novel methods for bridging understanding of carbon, energy, and water fluxes from leaf to continental scales},
note = {EGU25-19694}
}
@inproceedings{EGU25-19561,
title = {A Protocol to Evaluate Carbon Dioxide Flux Partitioning Methods for Eddy Covariance Data},
author = {Cohrs, Kai-Hendrik and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session BG3.7 -- Novel methods for bridging understanding of carbon, energy, and water fluxes from leaf to continental scales},
note = {EGU25-19561}
}
@inproceedings{EGU25-18735,
title = {Optimal Sensor Placement for Aerosol Absorption Optical Depth with Convolutional Neural Processes},
author = {Pelucchi, Paolo and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session ITS1.1/CL0.9 -- Machine Learning for Climate Science},
note = {EGU25-18735}
}
@inproceedings{EGU25-17801,
title = {Exploring Non-Linear Memory Between Soil Moisture and Forest Greenness Dynamics},
author = {Williams, Tristan and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session BG3.10 -- Impacts of climatic extremes on plants and ecosystems across scales},
note = {EGU25-17801}
}
@inproceedings{EGU25-17820,
title = {Mapping Tree Hydraulics and Assemblages at Continental Scale},
author = {Moreno-Martínez, Álvaro and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session BG3.3 -- Plant traits, adaptation, and biogeochemical cycles -- from measurements to models},
note = {EGU25-17820}
}
@inproceedings{EGU25-17133,
title = {Hierarchical Causal Graph-Based Methods for Imputing Food Insecurity},
author = {Rodrigo-Bonet, Esther and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session ESSI1.8 -- Foundation Models for Earth Observation, Weather and Climate: Benchmarking, Best Practices and AI-Enabled Scientific Understanding},
note = {EGU25-17133}
}
@inproceedings{EGU25-12928,
title = {Global Vegetation Stress Drivers based on Hybrid Modelling and Explainable AI},
author = {Ruan, Fangzheng and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session HS3.3 -- Explainable and hybrid machine learning in hydrology and Earth system sciences},
note = {EGU25-12928}
}
@inproceedings{EGU25-9541,
title = {Benchmarking Deep Learning Models for Probabilistic Subseasonal Forecasting of Heat Extremes},
author = {Decancq, Cas and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session CL5.9 -- AI-driven Forecasting for Weather, Climate, and Extreme Events},
note = {EGU25-9541}
}
@inproceedings{EGU25-9070,
title = {Physics-aware kernel Koopman operator estimation for consistent nonlinear mode decomposition},
author = {Mankovich, Nathan and Camps-Valls, Gustau},
year = 2025,
booktitle = {EGU General Assembly 2025, Session NP2.2 -- Data-driven Methods for the Discovery of Oceanic and Atmospheric Dynamical Systems},
note = {EGU25-9070}
}
@inproceedings{CampsValls-AI-EarthSciences,
title = {Advancing AI for Earth sciences with hybrid and causal models},
author = {Camps-Valls, Gustau},
year = 2025,
booktitle = {EGU General Assembly 2025, Session NP1.1 -- Mathematics of Planet Earth}
}
@inproceedings{CampsValls-CausalWeighting,
title = {Causal Weighting for Climate Projections},
author = {Camps-Valls, Gustau and others},
year = 2025,
booktitle = {EGU General Assembly 2025, Session ITS1.1/CL0.9 -- Machine Learning for Climate Science}
}


@inproceedings{durand2025outofdistribution,
title = {Out-of-distribution robustness for multivariate analysis via causal regularisation},
author = {Homer Durand and Gustau Camps-Valls and Gherardo Varando and Nathan Mankovich},
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