Regression modelGIS / spatial
Moran's I — 全局空间自相关指数
Moran's I 是检测空间自相关的标准全局统计量：邻近地点是否倾向于共享相似的值。该指数的范围大约从 −1（完全分散）经过 0（空间随机性）到 +1（完全聚集），允许研究人员用一个可解释的数字来检验地理模式是否与完全空间随机性不同。
阅读完整方法
仅限会员
登录使用免费账户登录即可阅读本节。
Method map
The neighbourhood of related methods — select a node to explore.
+15 more
来源
- Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI: 10.2307/2332142 ↗
- Cliff, A. D., & Ord, J. K. (1981). Spatial Processes: Models and Applications. Pion. ISBN: 9780850860818
如何引用本页
ScholarGate. (2026, June 3). Moran's Index of Spatial Autocorrelation. ScholarGate. https://scholargate.app/zh/spatial-analysis/morans-i
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- Geary's C空间分析↔ compare
- 地理加权回归 (GWR)空间分析↔ compare
- 局部Getis-Ord Gi* (热点分析)空间分析↔ compare
- 局部空间关联指标 (LISA)空间分析↔ compare
- 局部莫兰指数 (LISA)空间分析↔ compare
- 空间自相关空间分析↔ compare