Implicit neural representations as a coordinate-based framework for continuous environmental field reconstruction from sparse ecological observations

Agnieszka Pregowska, Hazem M. Kalaji

Reconstructing continuous environmental fields from sparse and irregular observations remains a central challenge in environmental modelling and biodiversity informatics. Many ecol…