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सशर्त भूसांख्यिकीय अनुकरण×यूनिवर्सल क्रिगिंग (प्रवृत्ति के साथ क्रिगिंग)×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष19971969
प्रवर्तकPierre Goovaerts; geostatistics traditionGeorges Matheron
प्रकारStochastic spatial simulationGeostatistical interpolation with spatial trend
मौलिक स्रोतGoovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. ISBN: 978-0-19-511538-3Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
उपनामSequential Gaussian Simulation, SGS, Stochastic Simulation, Koşullu Simülasyonkriging with a trend, kriging with drift, trend kriging, evrensel kriging
संबंधित23
सारांशConditional Geostatistical Simulation — most commonly implemented as Sequential Gaussian Simulation (SGS) — generates multiple stochastic realizations of a spatial random field that are each consistent with observed sample data and with a fitted variogram model. Unlike kriging, which produces a single smoothed estimate, SGS reproduces the full spatial variability of the phenomenon. It is widely used by geoscientists, mining engineers, petroleum engineers, and environmental scientists who need to propagate spatial uncertainty through downstream models.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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