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Global Ordinary Kriging×Local Ordinary Kriging×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도1951–19631970s–1990s
창시자Danie G. Krige; formalized by Georges MatheronJournel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner
유형Geostatistical interpolationGeostatistical interpolation (local/moving-window variant)
원전Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley. ISBN: 978-0471002550Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153
별칭ordinary kriging, OK, global kriging, stationary ordinary krigingmoving window kriging, local kriging, neighborhood kriging, LOK
관련55
요약Global 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.Local Ordinary Kriging (LOK) is a geostatistical interpolation method that estimates values at unsampled locations using only a spatially defined moving neighborhood of nearby observations. By restricting each prediction to a local data window rather than the full dataset, LOK accommodates spatial non-stationarity, reduces computational cost, and often yields more accurate local predictions than global ordinary kriging.
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ScholarGate방법 비교: Global Ordinary Kriging · Local Ordinary Kriging. 2026-06-19에 다음에서 검색함: https://scholargate.app/ko/compare