Join the SeasFire team on 10 May 2023 for a Workshop on AI4EO for Natural Hazards Management, co-organized by ESA Φ-lab, the National Observatory of Athens, Harokopio University of Athens and the Max Planck Institute of Biogeochemistry.
The workshop will address different challenges in the topic of Artificial Intelligence for disaster management. We will cover traditional DL approaches and dig into novel methods, such as Explainable AI and Causality to establish trustworthy models and services, Graph Neural Networks for capturing long range spatio-temporal dependencies and probabilistic machine learning for uncertainty estimation.
We will present practical applications for all the three stages of the emergency management cycle: forecasting and preparedness, early warning, monitoring and impact assessment, and demonstrate the use of a variety of EO and non-EO data, including multi-spectral, synthetic aperture radar (SAR) data, interferometric SAR data along with meteorological, landscape and other geospatial data.
The workshop will take place on 10 May 2023, 14:00-17:30 CEST.