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| Local Universal Kriging× | Kriging Thông thường Cục bộ× | |
|---|---|---|
| Lĩnh vực | Phân tích không gian | Phân tích không gian |
| Họ | Regression model | Regression model |
| Năm ra đời≠ | 1969/1997 | 1970s–1990s |
| Người khởi xướng≠ | Matheron, G. (trend/drift kriging); local neighborhood approach standard in geostatistical practice | Journel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner |
| Loại≠ | Spatial interpolation model | Geostatistical interpolation (local/moving-window variant) |
| Công trình gốc≠ | 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: 978-0471083153 |
| Tên gọi khác | local UK, local kriging with trend, local KED, local kriging with external drift | moving window kriging, local kriging, neighborhood kriging, LOK |
| Liên quan | 5 | 5 |
| Tóm tắt≠ | 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. | 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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