Climate Informatics 2025

Program

Complete program as of 2025-Apr-30, 12:24(BRT).

# Auditorium
8:00 ! Live

Registration

:5
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9:00 ! Live

Welcome & Overview

:5
:10
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:20 ! Live

The Pressing climate emergency and the imperative to advance climate modelling

Saulo Ribeiro de Freitas

:25
:30
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:55
10:00
:5
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:20 ! Live

Break

:25
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:50 ! Live

Simulation Informed Metric and Prior for Generative Ocean Analysis

Eugenio Cutolo

:55
11:00
:5
:10 ! Live

Optimizing Gumbel-Softmax-Based Adaptive Sensor Placement for the Reconstruction of ocean states

Oscar Chapron

:15
:20
:25
:30 ! Live

End-to-end neural forecasting of upper ocean dynamics from sparse observations using 4dVarNets

Pierre Haslée

:35
:40
:45
:50 ! Live

Lunch

:55
12:00
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13:00 ! Live

Evolution of global rain intensities over the TRMM and GPM era using a deep-learning algorithm to asses the impact of climate change on Earth water cycle

Nicolas Viltard

:5
:10
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:20 ! Live

Precipitation nowcasting of satellite data using physically conditioned neural networks

Leonardo Voltarelli

:25
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:40 ! Live

Connecting Drought Metrics: Predicting USDM Using PDSI for Climate Risk Assessment

Delila Medlin

:45
:50
:55
14:00 ! Live

Creating Global Gridded Climate Datasets Using Transfer Learning

Ronald Opio

:5
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:20 ! Live

Discussion

:25
:30 ! Live

Break

:35
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15:00 ! Live

Air Quality Prediction from Images: Enhancing Model Explainability through Visual Explanation with AQI- Net and Grad-CAM

Novanto Yudistira

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:20 ! Live

Refining Infrared-Only Rainfall Estimation with Deep Learning

Matthieu Meignin

:25
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:40 ! Live

Feature extraction for methane plume segmentation using hyperspectral images

Ronald Albert

:45
:50
:55
16:00 ! Live

Discrete Variational Autoencoders for Synthetic Nighttime Visible Satellite Imagery

Mickell Als

:5
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:20 ! Live

Discussion

:25
:30 ! Live

Cocktail

:35
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:55
17:00
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:25
# Auditorium
9:00 ! Live

Prithvi models family: foundation models for Earth sciences

Daniela Szwarcman, Daniel Civitarese

:5
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10:00
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:15 ! Live

Break

:20
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:45 ! Live

ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching

Graham Clyne

:50
:55
11:00
:5 ! Live

From Winter Storm Thermodynamics to Wind Gust Extremes: Discovering Interpretable Equations from Data

Frederick Iat-Hin Tam

:10
:15
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:25 ! Live

CNN-based forecasting of early winter NAO using sea surface temperature

Elena Provenzano

:30
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:45 ! Live

Multivariate generative downscaling from GCM to RCM data using the energy score

Maybritt Schillinger

:50
:55
12:00
:5 ! Live

Discussion

:10
:15 ! Live

Lunch

:20
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:55
13:00
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14:00
:5
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:15 ! Live

Enhancing Meteorological Predictions: AI Approaches for Synoptic Weather Maps

Minjong Cheon

:20
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:35 ! Live

A self-supervised model for multi-source forecasting with application to tropical cyclones

Clément Dauvilliers

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:55 ! Live

Transferring climate change physical knowledge

Francesco Immorlano

15:00
:5
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:15 ! Live

Discussion

:20
:25 ! Live

Break

:30
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:55 ! Live

Wave Spectra Correction (WASCO) application for multiple locations

Ricardo Guimarães

16:00
:5
:10
:15 ! Live

A Benchmark for Evaluating Outputs of Earth System Models based on Perceptual Similarity Metrics

Gabriele Accarino

:20
:25
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:35 ! Live

Detection Strategies for Aviation Contrail Characterization and Climate Impact Assessment

Nicolas Gourgue

:40
:45
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:55 ! Live

Harnessing Machine Learning to Predict Fire Regimes and Their Impact on Carbon Dynamics in Tanzania’s Miombo Woodlands

Sarafina Masanja

17:00
:5
:10
:15 ! Live

Discussion

:20
Caption
Break
Plenary Talk
Panel Discussion
Discussion
Ocean
Hydrology
Remote Sensing
Weather and Climate 1
Weather and Climate 2
Weather and Climate 3
Societal impacts 1
Societal impacts 2
Regional Studies & Social impacts