Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis

no code implementations • 26 Jan 2024 • Mingshi Li, Dusan Grujicic, Steven De Saeger, Stien Heremans, Ben Somers, Matthew B. Blaschko

The synergy of machine learning and satellite imagery analysis has demonstrated significant productivity in this field, as evidenced by several studies.

Benchmarking Semantic Segmentation

Assessing the effect of sample bias correction in species distribution models

1 code implementation • 12 Mar 2021 • Nicolas Dubos, Clémentine Préau, Maxime Lenormand, Guillaume Papuga, Sophie Montsarrat, Pierre Denelle, Marine Le Louarn, Stien Heremans, May Roel, Philip Roche, Sandra Luque

We tested whether the ROI better represented the effect of correction than classic performance metrics and absolute overlap metrics using 64 vertebrate species and 21 virtual species with a generated sample bias.