Porovnat metody
Prohlédněte si vybrané metody vedle sebe; řádky, které se liší, jsou zvýrazněny.
| Panel Ordinary Kriging× | Univerzální krigování (Krigování s trendem)× | |
|---|---|---|
| Obor | Prostorová analýza | Prostorová analýza |
| Rodina | Regression model | Regression model |
| Rok vzniku≠ | 1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s | 1969 |
| Tvůrce≠ | Extension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settings | Georges Matheron |
| Typ≠ | Geostatistical spatial interpolation | Geostatistical interpolation with spatial trend |
| Původní zdroj≠ | Cressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550 | Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗ |
| Další názvy | ordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolation | kriging with a trend, kriging with drift, trend kriging, evrensel kriging |
| Příbuzné≠ | 6 | 3 |
| Shrnutí≠ | Panel Ordinary Kriging extends the classical geostatistical interpolation method — Ordinary Kriging — to panel (longitudinal) datasets where the same set of spatial locations is observed repeatedly over multiple time periods. It produces optimal linear unbiased predictions at unsampled locations for each time slice, accounting for spatial dependence while leveraging the temporal structure of the repeated observations. | 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. |
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