Regression modelGIS / spatial

Local Kriging (Moving-Window Kriging)

Local Kriging is a spatially adaptive geostatistical interpolation method that restricts each prediction to a moving neighborhood of nearby observations, fitting a variogram model locally within that window. This allows spatial covariance structure to vary across the study region rather than imposing a single global variogram, making it better suited to large or non-stationary spatial fields.

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Sources

  1. Haas, T. C. (1990). Kriging and automated variogram modeling within a moving window. Atmospheric Environment, 24(7), 1759-1769. DOI: 10.1016/0960-1686(90)90508-K
  2. Goovaerts, P. (1997). Geostatistics for Natural Resources Evaluation. Oxford University Press. ISBN: 9780195115383

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Referenced by

ScholarGateLocal Kriging (Local (Moving-Window) Kriging). Retrieved 2026-06-04 from https://scholargate.app/en/spatial-analysis/local-kriging