, stationary covariance tapering and the full-scale approximation are able to notably speed up calculations. However the loss in … predictive performance caused by the approximation strongly differs. The best results were obtained for the full-scale … approximation, which was able to overcome the individual weaknesses of the fixed rank kriging and the covariance tapering. …