Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks

Pratik Nag, Yiping Hong, Sameh Abdulah +3

Spatial processes observed in various fields, such as climate and environmental science, often occur on a large scale and demonstrate spatial nonstationarity. Fitting a Gaussian pr…