Search Results for author: Nina van Tiel

Found 2 papers, 0 papers with code

Imbalance-aware Presence-only Loss Function for Species Distribution Modeling

no code implementations12 Mar 2024 Robin Zbinden, Nina van Tiel, Marc Rußwurm, Devis Tuia

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 environmental conditions to species occurrences.

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning

no code implementations3 Jan 2024 Robin Zbinden, Nina van Tiel, Benjamin Kellenberger, Lloyd Hughes, Devis Tuia

Notably, the significant class imbalance between species presences and pseudo-absences is often left unaddressed.

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