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Панелен обикновен кригинг×Универсално кригиране (Кригиране с тренд)×
ОбластПространствен анализПространствен анализ
СемействоRegression modelRegression model
Година на възникване1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1969
СъздателExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsGeorges Matheron
ТипGeostatistical spatial interpolationGeostatistical interpolation with spatial trend
Основополагащ източникCressie, 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 ↗
Други названияordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationkriging with a trend, kriging with drift, trend kriging, evrensel kriging
Свързани63
РезюмеPanel 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.
ScholarGateНабор от данни
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  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Panel Ordinary Kriging · Universal Kriging. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare