2 papers
cs.LG2024
Multi-Scale and Multimodal Species Distribution Modeling
Nina van Tiel, Robin Zbinden, Emanuele Dalsasso +3
Species distribution models (SDMs) aim to predict the distribution of species by relating occurrence data with environmental variables. Recent applications of deep learning to SDMs…
cs.LG2024
Imbalance-aware Presence-only Loss Function for Species Distribution Modeling
Robin Zbinden, Nina van Tiel, Marc Rußwurm +1
In the face of significant biodiversity decline, species distribution models (SDMs) are essential for understanding the impact of climate change on species habitats by connecting e…