Improved RUSLE model to simulate the effect of slope forest area on soil and water conservation

IF 4.3 Q2 Environmental Science
Hui Wang, Yu Bai, Xiaojun Man, Zhiping Tang, Shaoping Zhang
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引用次数: 1

Abstract

The problem of soil and water loss on slope land has always been one of the key issues that people pay attention to. How to reasonably arrange tree species and planting methods can effectively improve the current situation of water loss and soil erosion. The Revised Universal Soil Loss Equation (RUSLE) model is a widely used soil erosion prediction model, but it does not consider the impact of tree height and crown size on soil erosion. In this paper, six experimental plots of soil and water conservation were carried out on the forest slope land in southern China. Six experimental plots were planted with different trees, and all kinds of data were collected for 3 years. On the basis of data analysis and machine learning methods, it is found that tree height and crown have a significant impact on soil erosion, but have no significant impact on runoff formation. With the growth of trees, the amount of soil loss in each plot gradually decreases. At the same time, an improved RUSLE model related to tree height and crown has been established, which has a high simulation effect (R2 of testing reaches 0.6775, R2 of all data reaches 0.5452).
改进RUSLE模型,模拟坡面林区水土保持效果
坡地水土流失问题一直是人们关注的重点问题之一。如何合理安排树种和种植方式,可以有效改善水土流失的现状。修正通用土壤流失方程(RUSLE)模型是一种广泛应用的土壤侵蚀预测模型,但它没有考虑树高和树冠大小对土壤侵蚀的影响。本文在南方森林坡地进行了6个水土保持试验区的研究。6块试验田种植不同树种,收集3年各类数据。在数据分析和机器学习方法的基础上,发现树高和树冠对土壤侵蚀有显著影响,但对径流形成没有显著影响。随着树木的生长,各地块的土壤流失量逐渐减少。同时,建立了树高与树冠相关的改进RUSLE模型,该模型具有较高的模拟效果(检验R2达到0.6775,所有数据的R2达到0.5452)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.70
自引率
0.00%
发文量
74
审稿时长
4.5 months
期刊介绍: Journal of Water Supply: Research and Technology - Aqua publishes peer-reviewed scientific & technical, review, and practical/ operational papers dealing with research and development in water supply technology and management, including economics, training and public relations on a national and international level.
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