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Panel Ordinary Kriging×Kriging Universal (Kriging dengan Trend)×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1969
PengasasExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsGeorges Matheron
JenisGeostatistical spatial interpolationGeostatistical interpolation with spatial trend
Sumber perintisCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. DOI ↗
Aliasordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Berkaitan63
RingkasanPanel 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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ScholarGateBandingkan kaedah: Panel Ordinary Kriging · Universal Kriging. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare