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Nosacītā ģeostatistiskā simulācija×Kōkrigings×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads19971963
AutorsPierre Goovaerts; geostatistics traditionGeorges Matheron (geostatistics); multivariate extension
TipsStochastic spatial simulationMultivariate geostatistical interpolation
PirmavotsGoovaerts, 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 ↗
Citi nosaukumiSequential Gaussian Simulation, SGS, Stochastic Simulation, Koşullu Simülasyonco-kriging, multivariate kriging, ortak kriging
Saistītās23
KopsavilkumsConditional 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.Cokriging extends kriging to use one or more correlated secondary variables to improve prediction of a primary variable. When the variable of interest is sparsely sampled but a related, cheaper-to-measure variable is densely sampled, cokriging borrows strength from the secondary variable through their cross-correlation, yielding more accurate interpolations and prediction variances than kriging the primary variable alone.
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ScholarGateSalīdzināt metodes: Conditional Geostatistical Simulation · Cokriging. Izgūts 2026-06-15 no https://scholargate.app/lv/compare