Method evidence record

Local Universal Kriging

Local Universal Kriging is a geostatistical interpolation method that combines a spatially varying deterministic trend with a stochastic residual, estimated using only nearby observations within a defined search neighborhood. It generalizes local ordinary kriging by explicitly modeling and removing a polynomial or covariate-driven drift before interpolating the residual surface.

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Local Universal Kriging (Kriging with External Drift, Local Neighborhood)

Taxonomic method record · regression-model / spatial-analysis

Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. · ISBN 9780195115383
Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. · ISBN 9780471083153

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Related methods

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