Visual Spatial Learning: Single-Field Spatial Interpolation Using Convolutional Neural Networks

Daniel Tinoco, Raquel Menezes, Carlos Baquero +1

Predicting a complete spatially correlated field from sparse observations is a fundamental challenge in spatial statistics and environmental modelling. Classical interpolation meth…