Registration for the conference is now open!
If you have any doubt, and want to contact us, send an e-mail to ci2025@climateinformatics.com.br
Talks
Break
Plenary Talk
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The Pressing climate emergency and the imperative to advance climate modelling
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Prithvi models family: foundation models for Earth sciences
Panel Discussion
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Luis Martí, Patrick Valduriez, TBC
Discussion
Ocean
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Simulation Informed Metric and Prior for Generative Ocean Analysis
on Mo, 10:50 Live in Auditorium
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Optimizing Gumbel-Softmax-Based Adaptive Sensor Placement for the Reconstruction of ocean states
on Mo, 11:10 Live in Auditorium
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End-to-end neural forecasting of upper ocean dynamics from sparse observations using 4dVarNets
on Mo, 11:30 Live in Auditorium
Hydrology
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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
on Mo, 13:00 Live in Auditorium
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Precipitation nowcasting of satellite data using physically conditioned neural networks
on Mo, 13:20 Live in Auditorium
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Connecting Drought Metrics: Predicting USDM Using PDSI for Climate Risk Assessment
on Mo, 13:40 Live in Auditorium
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Creating Global Gridded Climate Datasets Using Transfer Learning
on Mo, 14:00 Live in Auditorium
Remote Sensing
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Air Quality Prediction from Images: Enhancing Model Explainability through Visual Explanation with AQI- Net and Grad-CAM
on Mo, 15:00 Live in Auditorium
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Refining Infrared-Only Rainfall Estimation with Deep Learning
on Mo, 15:20 Live in Auditorium
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Feature extraction for methane plume segmentation using hyperspectral images
on Mo, 15:40 Live in Auditorium
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Discrete Variational Autoencoders for Synthetic Nighttime Visible Satellite Imagery
on Mo, 16:00 Live in Auditorium
Weather and Climate 1
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ArchesClimate: Probabilistic Decadal Ensemble Generation With Flow Matching
on Tu, 10:45 Live in Auditorium
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Transferring climate change physical knowledge
on Tu, 11:05 Live in Auditorium
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CNN-based forecasting of early winter NAO using sea surface temperature
on Tu, 11:25 Live in Auditorium
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Multivariate generative downscaling from GCM to RCM data using the energy score
on Tu, 11:45 Live in Auditorium
Weather and Climate 2
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Enhancing Meteorological Predictions: AI Approaches for Synoptic Weather Maps
on Tu, 13:15 Live in Auditorium
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Implementation of Lightweight Neural Networks in Autonomous Systems: Applications to Embedded Meteorological Radars
on Tu, 13:35 Live in Auditorium
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A self-supervised model for multi-source forecasting with application to tropical cyclones
on Tu, 13:55 Live in Auditorium
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From Winter Storm Thermodynamics to Wind Gust Extremes: Discovering Interpretable Equations from Data
on Tu, 14:15 Live in Auditorium
Weather and Climate 3
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Wave Spectra Correction (WASCO) application for multiple locations
on Tu, 15:15 Live in Auditorium
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A Benchmark for Evaluating Outputs of Earth System Models based on Perceptual Similarity Metrics
on Tu, 15:35 Live in Auditorium
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Detection Strategies for Aviation Contrail Characterization and Climate Impact Assessment
on Tu, 15:55 Live in Auditorium
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Harnessing Machine Learning to Predict Fire Regimes and Their Impact on Carbon Dynamics in Tanzania’s Miombo Woodlands
on Tu, 16:15 Live in Auditorium
Societal impacts 1
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Deep Learning and Copula Modeling for Predicting Climate-related Home Insurance Risks
on We, 10:30 Live in Auditorium
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Developing an Integrated Framework for Assessing Climate-Driven (Im)Mobility in the Central Sahel and neighbouring regions
on We, 10:50 Live in Auditorium
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Leveraging Artificial Intelligence for ESG Risk Assessment and Climate Adaptation
on We, 11:10 Live in Auditorium
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A Multimodal AI Model for Understanding the Climate-Driven Insurance Crisis across the U.S.
on We, 11:30 Live in Auditorium
Societal impacts 2
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Creation of a natural hazard geodatabase from digital mass media using a large language model
on We, 13:00 Live in Auditorium
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Implementation of a Machine-Learning Model for Climate Resilience Assessment of School Infrastructure in Sub-Saharan Africa
on We, 13:20 Live in Auditorium
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Interpretable Heatwave Prediction Using Quantile-Based Gradient Boosting Models
on We, 13:40 Live in Auditorium
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A Machine Learning-driven Internet of Agro Things (IoAT) – Smart Crops Monitoring and Farm Management System for Smallholder Farmers in Tanzania
on We, 14:00 Live in Auditorium
Regional Studies & Social impacts
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Data analysis and mobile dashboard development for a flood event in Rio de Janeiro
on We, 15:40 Live in Auditorium
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Determining the surface temperature of the state of Maranhão-Brazil
on We, 15:50 Live in Auditorium
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Multi-Hazard Disruptions and Resilience study of 35 urban metros across the world
on We, 16:00 Live in Auditorium
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The Energy Footprint of Artificial Intelligence: Tokenization, Consumption, and Challenges
on We, 16:10 Live in Auditorium
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The price of fairness: AI bias mitigation and the rising energy burden
on We, 16:25 Live in Auditorium