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वैश्विक सामान्य क्रिगिंग×यूनिवर्सल क्रिगिंग (प्रवृत्ति के साथ क्रिगिंग)×
क्षेत्रस्थानिक विश्लेषणस्थानिक विश्लेषण
परिवारRegression modelRegression model
उद्भव वर्ष1951–19631969
प्रवर्तकDanie G. Krige; formalized by Georges MatheronGeorges Matheron
प्रकारGeostatistical interpolationGeostatistical interpolation with spatial trend
मौलिक स्रोतCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley. ISBN: 978-0471002550Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
उपनामordinary kriging, OK, global kriging, stationary ordinary krigingkriging with a trend, kriging with drift, trend kriging, evrensel kriging
संबंधित53
सारांशGlobal Ordinary Kriging (GOK) is the canonical geostatistical interpolation method that estimates values at unsampled locations as a weighted linear combination of nearby observations. It fits a single variogram model to the entire dataset, enforcing a global stationarity assumption, and produces optimal unbiased predictions along with quantified prediction uncertainty at every interpolated point.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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