Projects

OMEGA: Observatorio Mundial de Erupciones Guiado por Inteligencia Artificial
Leverage cloud-based data and deep learning strategies to enhance the MOUNTS monitoring system into a global intelligent volcano observatory powered by AI.
Sébastien Valade
Jan 1, 2025
Infrasonic surveillance system for explosive eruptions at Popocatépetl
Implementation of an infrasonic monitoring system at Popocatépetl, similar to that operating at Etna (Ripepe et al. 2018).
Sébastien Valade
Sep 1, 2024
Infrasonic surveillance system for explosive eruptions at Popocatépetl
Classification and formation processes of lava lakes
Study of active lava lake formation and potential drainage processes.
Sébastien Valade
Jan 1, 2023
Linking space and ground-based observations for better understanding and prediction of eruptive crises
Study of eruptive processes through the combined quantification of topographic changes in active craters using satellite-based SAR amplitude imagery, and the evolution of degassing rates using ground-based infrasonic arrays.
Sébastien Valade
Jan 1, 2021
MOUNTS-AI: artificial intelligence for volcano monitoring
Deep Learning strategies in support of operational volcano monitoring.
Sébastien Valade
Apr 15, 2019
MOUNTS-AI: artificial intelligence for volcano monitoring
MOUNTS: Monitoring Unrest from Space
Space-based volcano monitoring platform powered by Sentinel (-1, -2, -5P) and Deep Learning.
Sébastien Valade
Apr 1, 2017
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MOUNTS: Monitoring Unrest from Space
MODAPLUMES: Models and Data for Plumes
Retrieval of volcanic ash plume source parameters by coupling infrared imagery with fluid-dynamic models.
Sébastien Valade
Dec 1, 2012