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Linganisha mbinu

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Local Ordinary Kriging×Ordinary Kriging×
NyanjaUchanganuzi wa KimaeneoUchanganuzi wa Kimaeneo
FamiliaRegression modelRegression model
Mwaka wa asili1970s–1990s1963
MwanzilishiJournel & Huijbregts; developed further by Goovaerts and Chiles & DelfinerGeorges Matheron (formalising D.G. Krige's empirical work)
AinaGeostatistical interpolation (local/moving-window variant)Geostatistical interpolation
Chanzo asiliaChiles, 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 ↗
Majina mbadalamoving window kriging, local kriging, neighborhood kriging, LOKOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
Zinazohusiana54
MuhtasariLocal 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.
ScholarGateSeti ya data
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  2. 2 Vyanzo
  3. PUBLISHED
  1. v1
  2. 2 Vyanzo
  3. PUBLISHED

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ScholarGateLinganisha mbinu: Local Ordinary Kriging · Ordinary Kriging. Imepatikana 2026-06-19 kutoka https://scholargate.app/sw/compare