在Loess高原的时空演变和息地质量的驱动机制
Zheng Cui1, Haixu Jiang2, Liang Zou3
1School of Geographical Sciences, Liaoning Normal University, Dalian, 116029, China.
Scientific reports
|October 30, 2025
概括
中国洛斯高原的息地质量在过去30年中一直在下降,退化程度从西北到东南不断增加. 关键的驱动因素包括地形崎,人口密度和植被指数,影响着这个重要的生态屏障.
科学领域:
- 生态研究生态研究
- 环境科学环境科学
- 时间空间分析.
背景情况:
- 洛斯高原是中国的一个重要的生态障碍.
- 保持和提高息地质量对于生态平衡至关重要.
- 了解息地质量动态对于区域可持续性至关重要.
研究的目的:
- 研究洛斯高原息地质量变化的时空特征.
- 确定这些变化背后的主要驱动机制.
- 为该地区的生态系统服务管理提供科学基础.
主要方法:
- 将InVEST模型与XGBoost-SHAP模型集成.
- 三十年来息地质量的时空空间分析.
- 确定关键的驱动因素,如地形坚固度指数 (TRI),人口密度 (Pop) 和规范差异植被指数 (NDVI).
主要成果:
- 在过去的30年里,在洛斯高原上观察到息地质量的显著下降.
- 息地退化从西北到东南呈现出明显的梯度.
- 高质量的息地集中在特定的山区和高原地区.
结论:
- 由于特定的环境和人为因素,洛斯高原的息地质量正在下降.
- 这些发现强调了有针对性的生态系统服务管理战略的需要.
- 这项研究为洛斯高原的生态保护工作提供了关键的见解.
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