قارن الطرق
راجع الطرق التي اخترتها جنبًا إلى جنب؛ الصفوف المختلفة مميَّزة.
| تقدير كثافة النواة للزمكان (ST-KDE)× | إحصاء الجي ستار (Gi*) للمكان والزمان× | |
|---|---|---|
| المجال | التحليل المكاني | التحليل المكاني |
| العائلة | Regression model | Regression model |
| سنة النشأة≠ | 2010 (space-time extension); 1956 (KDE origin) | 1992 (Gi*); space-time extension ~2000s–2010s |
| صاحب الطريقة≠ | Nakaya & Yano (space-time formulation); KDE foundation by Rosenblatt and Parzen | Getis & Ord (seminal); space-time extension developed in GIS literature and ArcGIS Emerging Hot Spot Analysis |
| النوع≠ | Non-parametric density estimation | Local spatial statistic (space-time extension) |
| المصدر التأسيسي≠ | Nakaya, T., & Yano, K. (2010). Visualising crime clusters in a space-time cube: An exploratory data-analysis approach using space-time kernel density estimation and scan statistics. Transactions in GIS, 14(3), 223-239. DOI ↗ | Getis, A., & Ord, J. K. (1992). The analysis of spatial association by use of distance statistics. Geographical Analysis, 24(3), 189-206. DOI ↗ |
| الأسماء البديلة | ST-KDE, spatiotemporal kernel density estimation, space-time KDE, 3D kernel density estimation | ST-Gi*, space-time hot spot analysis, emerging hot spot analysis, space-time local autocorrelation statistic |
| ذات صلة≠ | 5 | 4 |
| الملخص≠ | Space-Time Kernel Density Estimation extends classical KDE into three dimensions — two spatial and one temporal — to reveal how the intensity of point events (crimes, accidents, disease cases) varies continuously across both geographic space and time. It produces a smooth probabilistic surface that highlights where and when events concentrate most densely. | The Space-Time Getis-Ord Gi* statistic extends the classic Gi* local hot spot measure into three dimensions — two spatial and one temporal — revealing not only where concentrations of high or low values cluster, but how those clusters evolve, intensify, or diminish over time. It is widely used in crime analysis, epidemiology, ecology, and urban studies. |
| ScholarGateمجموعة البيانات ↗ |
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