使用基于遥感的频率比率方法评估沟影响因素和易感性,在中国西南的松河流域,使用基于遥感的频率比率方法
Sheikh Laraib1,2, Donghong Xiong3,4, Dongmei Zhao1,2
1State Key Laboratory of Mountain Hazards and Engineering Resilience, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu, 610299, China.
Environmental monitoring and assessment
|July 13, 2024
概括
峡谷侵蚀是中国西南地区的一个主要环境问题. 这项研究绘制了峡谷分布和易受性的地图,发现农田被遗弃显著增加了山区的侵蚀风险.
科学领域:
- 环境科学 环境科学
- 地质科学 地质科学
- 土壤科学 土壤科学
背景情况:
- 峡谷侵蚀是一个关键的全球环境问题,导致土地退化和威胁生态系统安全.
- 了解影响峡谷的因素和易感性对于有效的环境可持续性和土地管理至关重要.
- 中国西南部的山区特别容易受到严重的峡谷侵蚀的影响.
研究的目的:
- 评估四川省松河流域的空间分布,影响因素和峡谷侵蚀的易感性.
- 确定主要的环境驱动因素,如土地利用和地形,这些因素有助于峡谷的形成.
- 为该地区的土壤损失控制和流域管理战略提供关键数据.
主要方法:
- 利用卫星图像和沟库存数据集 (1614个沟头点) 进行空间分析.
- 应用频率比方法来评估基于影响因素的沟分布和易感性.
- 分为训练 (70%) 和测试 (30%) 的沟头部,用于模型验证.
主要成果:
- 峡谷主要发生在中部和上部盆地地区,其中包括中等高度,坡,废弃的农田和特定的土壤类型 (Cambisols).
- 土地使用和土地覆盖,特别是农田放弃,是影响峡谷易受影响的最重要因素 (33.9%的预测率),偏好面向西南的斜坡.
- 61%的研究区域表现出对峡谷侵蚀的易感性,中度至高的易感性集中在上层和中层盆地.
结论:
- 农田被遗弃是松河流域峡谷侵蚀的主要驱动因素,这凸显了有针对性的土地管理的必要性.
- 空间易感性地图确定了需要立即关注的关键区域,以保护土壤和控制侵蚀.
- 这些发现为中国西南部山区的可持续土地规划和综合流域管理提供了必要的见解.
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