Grégory Giuliani

Outcome-as-a-service for multi-objective Dask-based Earth Observation processing

Distributed Earth Observation (EO) workflows require cluster configurations that balance competing objectives (execution time, computational cost, energy consumption, and resource-use efficiency), yet practitioners typically provision resources using fixed heuristics that ignore...

Beyond Standalone Geo-Embeddings: Weighted Multi-Model Ensemble Prediction for Tropical Land-Cover Mapping

Accurate land-cover mapping in tropical regions remains challenging because of high environmental heterogeneity, complex vegetation structure, and persistent cloud cover. Recent geospatial foundation models provide pre-computed Geo-embeddings that offer a new representation of Ea...