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Условное геостатистическое моделирование×Кокригинг×
ОбластьПространственный анализПространственный анализ
СемействоRegression modelRegression model
Год появления19971963
Автор методаPierre Goovaerts; geostatistics traditionGeorges Matheron (geostatistics); multivariate extension
ТипStochastic spatial simulationMultivariate geostatistical interpolation
Основополагающий источникGoovaerts, 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 ↗
Другие названияSequential Gaussian Simulation, SGS, Stochastic Simulation, Koşullu Simülasyonco-kriging, multivariate kriging, ortak kriging
Связанные23
СводкаConditional 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.
ScholarGateНабор данных
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ScholarGateСравнение методов: Conditional Geostatistical Simulation · Cokriging. Получено 2026-06-15 из https://scholargate.app/ru/compare