Methoden vergleichen

	Robust Kriging	Universelles Kriging (Kriging mit Trend)
Fachgebiet	Räumliche Analyse	Räumliche Analyse
Familie	Regression model	Regression model
Entstehungsjahr	1980	1969
Urheber	Noel Cressie & Douglas M. Hawkins	Georges Matheron
Typ	Robust geostatistical interpolation	Geostatistical interpolation with spatial trend
Wegweisende Quelle	Cressie, N., & Hawkins, D. M. (1980). Robust estimation of the variogram: I. Journal of the International Association for Mathematical Geology, 12(2), 115–125.	Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266.
Aliasnamen	robust spatial kriging, outlier-resistant kriging, resistant kriging, robust geostatistical interpolation	kriging with a trend, kriging with drift, trend kriging, evrensel kriging
Verwandt	4	3
Zusammenfassung	Robust Kriging is a geostatistical interpolation method that extends classical kriging by replacing sensitive variogram estimation with outlier-resistant alternatives, most notably the Cressie-Hawkins robust estimator. It produces spatially interpolated predictions that are not distorted by anomalous or extreme observations in the data.	Universal kriging generalizes ordinary kriging to data whose mean varies systematically across space — a spatial trend or 'drift'. It models the mean as a function of the coordinates (or covariates) and krigs the residuals, so it can interpolate variables that drift in a preferred direction, such as temperature falling with latitude or a pollutant gradient, while still returning prediction variances.