Scalable non-separable spatio-temporal Gaussian process models for large-scale short-term weather prediction

Tim Gyger, Reinhard Furrer, Fabio Sigrist

Monitoring daily weather fields is critical for climate science, agriculture, and environmental planning, yet fully probabilistic spatio-temporal models become computationally proh…