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Local Ordinary Kriging×정규 크리깅×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도1970s–1990s1963
창시자Journel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerGeorges Matheron (formalising D.G. Krige's empirical work)
유형Geostatistical interpolation (local/moving-window variant)Geostatistical interpolation
원전Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246-1266. DOI ↗
별칭moving window kriging, local kriging, neighborhood kriging, LOKOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
관련54
요약Local 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.Ordinary Kriging (OK) is the standard geostatistical method for interpolating a continuous spatial variable at unsampled locations. It derives optimal, unbiased weights from the spatial covariance structure of the data, making it the Best Linear Unbiased Predictor (BLUP) under stationarity assumptions. Unlike simpler distance-based methods, it also provides a prediction uncertainty (kriging variance) at every interpolated point.
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