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Local Ordinary Kriging

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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Local Ordinary Kriging (Moving Window Kriging)

Taxonomisk metodpost · regression-model / spatial-analysis

Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. · ISBN 978-0471083153
Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. · ISBN 978-0195115383

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Relaterade metoder

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Taxonomic bucketCo-krigingmachine-suggested · Relational suggestion, not evidence.Same method familyGeographically Weighted Regressionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMultiscale Geographically Weighted Regressionmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketOrdinary Krigingmachine-suggested · Relational suggestion, not evidence.Same method familyUniversal Krigingmachine-suggested · Relational suggestion, not evidence.