量化农业用地使用的相对重要性作为流域和度的预测指标
Merry Crowson1, Nathalie Pettorelli2, Nick J B Isaac3
1Department of Geography and Environmental Science, University of Reading, Reading RG6 6DW, UK; Institute of Zoology, Zoological Society of London, Regent's Park, London NW1 4RY, UK.
The Science of the total environment
|October 2, 2024
概括
农业营养损失显著影响淡水质量. 在人口稀少的地区,农业是 (N) 和 (P) 的主要来源,而人口密集的地区,废水占主导地位.
科学领域:
- 环境科学 环境科学
- 生态生态学 生态生态学
- 水质管理水质管理
背景情况:
- 农业是淡水中 (N) 和 (P) 的主要来源,有助于化.
- 了解农业营养来源与废水输入的空间变化对于有效管理至关重要.
- 之前的研究强调了量化这些营养来源相对重要性的挑战.
研究的目的:
- 评估人口密度如何影响农业用地在预测河流和度方面的重要性.
- 为了区分农业排水与废水处理对不同人口密度的水质的影响.
- 为减少河流营养污染的有针对性的管理策略提供信息.
主要方法:
- 采用了两种数据驱动的统计方法:通用线性模型和随机森林.
- 在英格兰各地的河流中分析了总氧化 (TON) 和反应 (RP) 度.
- 研究了人口密度作为来源分配的一个关键因素的作用.
主要成果:
- 农业N和P是人口密度较低的水域的主要驱动因素.
- 污水处理厂是人口密度较高的流域的主要N和P贡献者.
- 模型始终低于预测高和RP度,表明当前评估方法的潜在局限性.
结论:
- 与点源相比,在人口密集地区,农业来源的相对贡献可能被高估.
- 减轻农业营养污染的管理策略在人口密度较低的水域中可能更有效.
- 人口密度是优先考虑河流生态系统营养管理干预的关键决定因素.
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