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Lokálne obyčajné krigovanie×Obyčajné krigovanie×
OdborPriestorová analýzaPriestorová analýza
RodinaRegression modelRegression model
Rok vzniku1970s–1990s1963
TvorcaJournel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerGeorges Matheron (formalising D.G. Krige's empirical work)
TypGeostatistical interpolation (local/moving-window variant)Geostatistical interpolation
Pôvodný zdrojChiles, 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 ↗
Ďalšie názvymoving window kriging, local kriging, neighborhood kriging, LOKOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
Príbuzné54
ZhrnutieLocal 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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ScholarGatePorovnať metódy: Local Ordinary Kriging · Ordinary Kriging. Získané 2026-06-19 z https://scholargate.app/sk/compare