Specie Range

Species range mapping, the task of determining the geographic distribution of a species, is crucial for conservation and biodiversity monitoring. Current research focuses on automating range map creation using machine learning, particularly deep learning models and implicit neural representations, often leveraging large-scale datasets from citizen science initiatives and remote sensing. These advancements aim to improve the accuracy and efficiency of range estimation, overcoming limitations of traditional manual mapping and enabling large-scale species mapping previously infeasible. The resulting high-resolution maps are vital for informing conservation strategies and understanding the impacts of environmental change on species distributions.