基于斜坡单位的地质危险易感性分析和发展特征,以河南省新疆县为例
Wentao Yang1, Ruiqing Niu2, Rongjun Si1
1College of Resources and Environment, Henan Polytechnic University, Jiaozuo 454003, China.
Sensors (Basel, Switzerland)
|April 27, 2024
概括
像新疆县的山体滑坡这样的地质危险受到道路近距离和地质结构等因素的影响. 分析层次过程方法对于易受区分比随机森林更准确.
科学领域:
- 地质科学 地质科学
- 环境科学 环境科学
- 地质地质地质地质地质地
背景情况:
- 新疆县的地质危险是小规模的,广泛的,受到构造学影响的.
- 崩塌和山体滑坡是研究的主要危险.
研究的目的:
- 分析新疆县的地质危险易感性.
- 确定这些危险的关键影响因素和特征.
- 为了比较分析层次过程信息量方法的准确性和随机森林模型的易感区分.
主要方法:
- 选择12个评估因素,包括角度,斜率,NDVI和降雨量.
- 信息量和层次分析方法的应用.
- 使用随机森林模型进行易感区分和分析.
- 对两种不同的方法的易感区分结果进行比较.
主要成果:
- 距离道路,岩石群和地质结构的距离是主要的地质危险影响因素.
- 分析层次过程信息量方法的准确性高于随机森林模型.
- 非常高和高易感区覆盖35.99%的面积,并包含72.15%的灾害地点.
- 地质危险发生在的斜坡,河岸,流域,峡谷,悬崖和人造斜坡上,通常在格尼斯山脉附近.
结论:
- 新西安县的地质危害易感性与地质结构和道路网络的接近密切相关.
- 格尼斯岩层的气候变化对斜坡的稳定性产生了重大影响.
- 这些发现为Dabie山区的危险评估,预防和空间规划提供了基础.
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