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Panel Ordinary Kriging×Co-kriging: Interpolasi Geostatistik Multivariat×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1965-1978
PengasasExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsMatheron, G.; extended by Journel & Huijbregts
JenisGeostatistical spatial interpolationGeostatistical interpolation
Sumber perintisCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Journel, A. G., & Huijbregts, C. J. (1978). Mining Geostatistics. Academic Press, London. ISBN: 978-0123910561
Aliasordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationcokriging, co-regionalization kriging, multivariate kriging, CK
Berkaitan65
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.Co-kriging is a geostatistical interpolation technique that predicts the spatial distribution of a primary variable by leveraging its spatial cross-correlation with one or more secondary (co-) variables. It extends ordinary kriging to multivariate settings, yielding more accurate predictions when the secondary variable is more densely sampled or spatially correlated with the primary variable of interest.
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ScholarGateBandingkan kaedah: Panel Ordinary Kriging · Co-kriging. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare