What's in an Earth Embedding? An Explainability Analysis of Location Encoders

Livia Betti, Sebastian Ricke, Ivica Obadic +2

Geographic implicit neural representations (INRs) learn to map any coordinate on Earth to a location embedding, implicitly encoding geospatial data into the weights of a neural net…