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Local Universal Kriging×보편 크리깅 (추세가 있는 크리깅)×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도1969/19971969
창시자Matheron, G. (trend/drift kriging); local neighborhood approach standard in geostatistical practiceGeorges Matheron
유형Spatial interpolation modelGeostatistical interpolation with spatial trend
원전Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. ISBN: 9780195115383Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
별칭local UK, local kriging with trend, local KED, local kriging with external driftkriging with a trend, kriging with drift, trend kriging, evrensel kriging
관련53
요약Local Universal Kriging is a geostatistical interpolation method that combines a spatially varying deterministic trend with a stochastic residual, estimated using only nearby observations within a defined search neighborhood. It generalizes local ordinary kriging by explicitly modeling and removing a polynomial or covariate-driven drift before interpolating the residual surface.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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