Kriging for large datasets via penalized neighbor selection

Francisco Cuevas-Pacheco, Jonathan Acosta

Kriging is a fundamental tool for spatial prediction, but its computational complexity of $O(N^3)$ becomes prohibitive for large datasets. While local kriging using $K$-nearest nei…