Bismah Javed

Calibrated Station-Scale Temperature Downscaling from a Temperature-Agnostic Geospatial Foundation Model

We downscale coarse climate variables to station-scale temperature using frozen embeddings from a temperature-agnostic geospatial foundation model (Clay v1.5), and study when the resulting uncertainty can be trusted. Across three climate regimes, embedding-based decoders reduce R...