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Ruumi-aja kaugseire klassifitseerimine×Ruumi-aja Kriging×
ValdkondRuumianalüüsRuumianalüüs
PerekondRegression modelRegression model
Tekkeaasta1980s-2000s1999
LoojaWoodcock, Zhu, and remote sensing communityCressie & Huang; Kyriakidis & Journel
TüüpMulti-temporal image classificationGeostatistical interpolation
AlgallikasZhu, Z. (2017). Change detection using landsat time series: A review of frequencies, preprocessing, algorithms, and applications. ISPRS Journal of Photogrammetry and Remote Sensing, 130, 370-384. DOI ↗Cressie, N., & Huang, H.-C. (1999). Classes of nonseparable, spatio-temporal stationary covariance functions. Journal of the American Statistical Association, 94(448), 1330-1340. DOI ↗
Rööpnimetusedmulti-temporal remote sensing classification, spatio-temporal image classification, temporal remote sensing analysis, STRSCspatiotemporal kriging, ST-kriging, space-time geostatistical interpolation, kriging in space-time
Seotud44
KokkuvõteSpace-Time Remote Sensing Classification extends standard image classification to multi-temporal satellite or aerial imagery, enabling analysts to track land cover change, phenological cycles, and environmental dynamics across both space and time. By incorporating the temporal dimension, classifiers achieve higher accuracy and can detect transitions that a single-date analysis would miss.Space-Time Kriging is a geostatistical interpolation method that predicts an unknown variable at any location and time by borrowing strength from nearby observations in both space and time simultaneously. It models the joint spatial-temporal covariance structure through a space-time variogram, then uses optimal linear weights to produce predictions with quantified uncertainty.
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ScholarGateVõrdle meetodeid: Space-Time Remote Sensing Classification · Space-Time Kriging. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare