张博, 欧光龙, 孙雪莲, 徐婷婷, 胥辉. 空间效应及其回归模型在林业中的应用[J]. 西南林业大学学报, 2016, 36(3): 144-152. DOI: 10.11929/j.issn.2095-1914.2016.03.025
引用本文: 张博, 欧光龙, 孙雪莲, 徐婷婷, 胥辉. 空间效应及其回归模型在林业中的应用[J]. 西南林业大学学报, 2016, 36(3): 144-152. DOI: 10.11929/j.issn.2095-1914.2016.03.025
Zhang Bo, Ou Guanglong, Sun Xuelian, Xu Tingting, Xu Hui. Application of Spatial Effect and Regression Model on Forestry Research[J]. Journal of Southwest Forestry University, 2016, 36(3): 144-152. DOI: 10.11929/j.issn.2095-1914.2016.03.025
Citation: Zhang Bo, Ou Guanglong, Sun Xuelian, Xu Tingting, Xu Hui. Application of Spatial Effect and Regression Model on Forestry Research[J]. Journal of Southwest Forestry University, 2016, 36(3): 144-152. DOI: 10.11929/j.issn.2095-1914.2016.03.025

空间效应及其回归模型在林业中的应用

Application of Spatial Effect and Regression Model on Forestry Research

  • 摘要: 介绍了空间自相关及空间异质性,综述了空间滞后模型 (SLM)、空间误差模型 (SEM)、混合效应模型 (MEM) 和地理加权回归模型 (GWR) 等空间回归模型在林业中的应用,分析了空间回归模型在不同尺度的林业问题中的应用情况,并针对空间回归模型在林业研究中应用所存在的问题进行探讨。

     

    Abstract: In this paper, we had introduced briefly spatial auto correlation and heterogeneity, reviewed the application of spatial lagmodel (SLM), spatialerror model (SEM), mixedeffectsmodel (MEM), geographically weighted regression model (GWR) on forestry research, analyzed the application of the spatial regression models on forestry at the different scales. Finally, the further research prospect would be given based on the problems about application of spatial regression models on forestry research.

     

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