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贝叶斯网络-基于GIS的农村定居点的宜居性评估在上明河流域,中国
Jianhua Li1, Jiake Meng2, Yao Wang1
1College of Geography and Planning, Chengdu University of Technology, Chengdu, 610059, China.
Scientific reports
|December 1, 2025
概括
这项研究评估了明江河上游农村定居点的宜居性,发现资源供给和环境适用性是关键因素. 更高的宜居性与更多的定居点相关,指导农村振兴工作.
科学领域:
- 人类地理的人类地理
- 环境科学 环境科学
- 区域规划 地区规划
背景情况:
- 农村定居点对于人类土地系统和农村振兴至关重要.
- 评估定居点的宜居性确定了发展因素,并为复兴战略提供了信息.
研究的目的:
- 为农村定居点构建一个可居住性评估指数系统.
- 量化分析可居住性的空间模式,并确定上明江河的关键驱动因素.
- 为规划宜居村庄和促进农村振兴提供科学基础.
主要方法:
- 开发了一个五维可居住性评估指数系统 (现场安全,资源捐赠,环境适用性,生活的可获得性,经济的富裕).
- 采用贝叶斯网络-GIS概率模型进行定量空间分析.
- 确定了影响区域宜居性的关键决定因素.
主要成果:
- 可居住性呈现出东南高,西北低的空间模式,集中在河流和道路沿线.
- 81.33%的农村定居点位于中高宜居地区.
- 资源供给和环境适用性是生活能力的主要决定因素,受自然地理和社会经济因素的影响.
结论:
- 自然因素 (水密度,温度-湿度) 和社会经济因素 (交通) 显著影响农村的宜居性.
- 宜居性评估为有针对性的农村振兴规划提供了关键数据.
- 这些发现支持在上明江河和类似地区开发美丽,宜居的村庄.
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