Σύγκριση μεθόδων

	Space-Time Universal Kriging	Χωροχρονική Συνήθης Κρίγκινγκ
Πεδίο	Χωρική Ανάλυση	Χωρική Ανάλυση
Οικογένεια	Regression model	Regression model
Έτος προέλευσης	1999	1999
Δημιουργός	Kyriakidis & Journel (1999); foundations in Matheron's geostatistics	Kyriakidis & Journel (seminal review); Cressie & Huang (covariance models)
Τύπος	Spatiotemporal geostatistical interpolation	Geostatistical interpolation
Θεμελιώδης πηγή	Kyriakidis, P. C., & Journel, A. G. (1999). Geostatistical space-time models: A review. Mathematical Geology, 31(6), 651-684.	Kyriakidis, P. C., & Journel, A. G. (1999). Geostatistical space-time models: a review. Mathematical Geology, 31(6), 651-684.
Εναλλακτικές ονομασίες	STUK, spatiotemporal universal kriging, space-time kriging with trend, universal kriging in space-time	STOK, spatio-temporal ordinary kriging, ordinary space-time kriging, ST-OK
Συναφείς	5	4
Σύνοψη	Space-Time Universal Kriging (STUK) is a geostatistical method that interpolates a continuously varying phenomenon across both space and time while explicitly modelling a deterministic trend component. It generalises Universal Kriging to the joint space-time domain, producing unbiased optimal predictions and associated uncertainty estimates at unobserved space-time locations.	Space-Time Ordinary Kriging (STOK) is a geostatistical interpolation method that predicts a spatially and temporally varying phenomenon at unsampled space-time locations by combining the ordinary kriging assumption of an unknown, locally constant mean with a joint space-time covariance (or variogram) structure. It produces optimal, unbiased predictions along with associated estimation uncertainty.