A5085704117- Anomaly Detection Techniques and Applications
- Seismology and Earthquake Studies
- Ionosphere and magnetosphere dynamics
- Precipitation Measurement and Analysis
- Geomagnetism and Paleomagnetism Studies
- Earthquake Detection and Analysis
- Flood Risk Assessment and Management
- GNSS positioning and interference
Global floods, exacerbated by climate change, pose severe threats to human life, infrastructure, and the environment. This urgency is highlighted recent catastrophic events in Pakistan New Zealand, underlining critical need for precise flood mapping guiding restoration efforts, understanding vulnerabilities, preparing future events. While Synthetic Aperture Radar (SAR) offers day-and-night, all-weather imaging capabilities, harnessing it deep learning hindered absence of a large annotated...
Artificial intelligence (AI) methods have emerged as a powerful tool to study and in some cases forecast natural disasters [1,2]. Recent works successfully combined deep learning modeling with scientific knowledge stemming from the SAR Interferometry domain propelling research on tasks like volcanic activity monitoring [3], associated ground deformation. A milestone this interdisciplinary field has been release of Hephaestus [4] InSAR dataset, facilitating automatic interpretation,...