Sparse Local Implicit Image Function for sub-km Weather Downscaling

Yago del Valle Inclan Redondo, Enrique Arriaga-Varela, Dmitry Lyamzin +2

We introduce SpLIIF to generate implicit neural representations and enable arbitrary downscaling of weather variables. We train a model from sparse weather stations and topography…