विधियों की तुलना करें
चुनी हुई विधियों की आमने-सामने समीक्षा करें; भिन्नता वाली पंक्तियाँ रेखांकित हैं।
| स्थानीय सामान्य क्रिगिंग× | यूनिवर्सल क्रिगिंग (प्रवृत्ति के साथ क्रिगिंग)× | |
|---|---|---|
| क्षेत्र | स्थानिक विश्लेषण | स्थानिक विश्लेषण |
| परिवार | Regression model | Regression model |
| उद्भव वर्ष≠ | 1970s–1990s | 1969 |
| प्रवर्तक≠ | Journel & Huijbregts; developed further by Goovaerts and Chiles & Delfiner | Georges Matheron |
| प्रकार≠ | Geostatistical interpolation (local/moving-window variant) | Geostatistical interpolation with spatial trend |
| मौलिक स्रोत≠ | Chiles, J.-P., & Delfiner, P. (1999). Geostatistics: Modeling Spatial Uncertainty. Wiley. ISBN: 978-0471083153 | Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗ |
| उपनाम | moving window kriging, local kriging, neighborhood kriging, LOK | kriging with a trend, kriging with drift, trend kriging, evrensel kriging |
| संबंधित≠ | 5 | 3 |
| सारांश≠ | 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. | Universal kriging generalizes ordinary kriging to data whose mean varies systematically across space — a spatial trend or 'drift'. It models the mean as a function of the coordinates (or covariates) and krigs the residuals, so it can interpolate variables that drift in a preferred direction, such as temperature falling with latitude or a pollutant gradient, while still returning prediction variances. |
| ScholarGateडेटासेट ↗ |
|
|