影响Pb空间分布的环境变量的值和相互作用效应
Yongcheng Jiang1, Fupeng Li2, Yufeng Gong3
1College of Resources and Environmental Engineering, Guizhou University, Guiyang 550025, Guizhou, China.
Journal of hazardous materials
|September 30, 2024
概括
茶叶种植园中的土壤 (Pb) 污染受环境因素的影响,pH,总 (TP) 和道路附近显示出显著的值和相互作用效应. 了解这些复杂的关系是确保食品安全和可持续茶叶生产的关键.
科学领域:
- 环境科学 环境科学
- 土壤科学 土壤科学
- 农业科学 农业科学
背景情况:
- 茶叶种植园中的土壤 (Pb) 污染对食品安全构成风险.
- 之前的研究集中在线性/非线性关系上,忽视了环境变量对Pb的值和相互作用影响.
- 了解Pb的空间分布和影响机制对于污染控制至关重要.
研究的目的:
- 为了确定环境变量对茶叶种植园中的土壤Pb度的值和相互作用效应.
- 确定影响Pb分布的关键环境因素.
- 为管理农业土壤中的Pb污染提供见解.
主要方法:
- 采集和分析了81个茶园土壤样本.
- 应用渐变增强决策树 (GBDT) 模型来评估变量影响.
- 环境变量与Pb度之间的双向和三向相互作用的可视化.
主要成果:
- 十个环境变量解释了土壤Pb含量变化的71.01%.
- pH,总 (TP) 和距离道路的距离 (dis_road) 是最有影响力的因素.
- 对于大多数环境变量,观察到显著的值效应,显著的双向和三向相互作用 (例如,pH,TP,dis_road).
结论:
- 环境变量对土壤Pb度具有复杂的值和相互作用影响.
- pH,TP和dis_road之间的相互作用对Pb变化有显著的贡献.
- 这些发现对于理解Pb污染动态和促进可持续茶叶种植至关重要.
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