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स्थानीय सामान्य क्रिगिंग×यूनिवर्सल क्रिगिंग (प्रवृत्ति के साथ क्रिगिंग)×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष1970s–1990s1969
प्रवर्तकJournel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerGeorges Matheron
प्रकारGeostatistical interpolation (local/moving-window variant)Geostatistical interpolation with spatial trend
मौलिक स्रोतChiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
उपनामmoving window kriging, local kriging, neighborhood kriging, LOKkriging with a trend, kriging with drift, trend kriging, evrensel kriging
संबंधित53
सारांशLocal Ordinary Kriging (LOK) is a geostatistical interpolation method that estimates values at unsampled locations using only a spatially defined moving neighborhood of nearby observations. By restricting each prediction to a local data window rather than the full dataset, LOK accommodates spatial non-stationarity, reduces computational cost, and often yields more accurate local predictions than global ordinary kriging.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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ScholarGateविधियों की तुलना करें: Local Ordinary Kriging · Universal Kriging. 2026-06-19 को यहाँ से प्राप्त https://scholargate.app/hi/compare