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تصنيف الاستشعار عن بعد للزمكان×كرِيجة الزمكان×
المجالالتحليل المكانيالتحليل المكاني
العائلةRegression modelRegression model
سنة النشأة1980s-2000s1999
صاحب الطريقةWoodcock, Zhu, and remote sensing communityCressie & Huang; Kyriakidis & Journel
النوعMulti-temporal image classificationGeostatistical interpolation
المصدر التأسيسيZhu, 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 ↗
الأسماء البديلةmulti-temporal remote sensing classification, spatio-temporal image classification, temporal remote sensing analysis, STRSCspatiotemporal kriging, ST-kriging, space-time geostatistical interpolation, kriging in space-time
ذات صلة44
الملخصSpace-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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ScholarGateقارن الطرق: Space-Time Remote Sensing Classification · Space-Time Kriging. استُرجع بتاريخ 2026-06-17 من https://scholargate.app/ar/compare