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Robust Kriging×यूनिवर्सल क्रिगिंग (प्रवृत्ति के साथ क्रिगिंग)×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष19801969
प्रवर्तकNoel Cressie & Douglas M. HawkinsGeorges Matheron
प्रकारRobust geostatistical interpolationGeostatistical interpolation with spatial trend
मौलिक स्रोतCressie, N., & Hawkins, D. M. (1980). Robust estimation of the variogram: I. Journal of the International Association for Mathematical Geology, 12(2), 115–125. DOI ↗Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
उपनामrobust spatial kriging, outlier-resistant kriging, resistant kriging, robust geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
संबंधित43
सारांशRobust 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.
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