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کِریژینگ معمولی پانل (Panel Ordinary Kriging)×کریجینگ جهانی (کریجینگ با روند)×
حوزهتحلیل فضاییتحلیل فضایی
خانوادهRegression modelRegression model
سال پیدایش1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1969
پدیدآورExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsGeorges Matheron
نوعGeostatistical spatial interpolationGeostatistical interpolation with spatial trend
منبع بنیادینCressie, 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 ↗
نام‌های دیگرordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
مرتبط63
خلاصهPanel 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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ScholarGateمقایسهٔ روش‌ها: Panel Ordinary Kriging · Universal Kriging. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare