Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China; Beijing Key Laboratory of Remediation of Industrial Pollution Sites, Environmental Protection Research Institute of Light Industry, Beijing 100089, China.
Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.
J Environ Sci (China). 2019 Mar;77:115-129. doi: 10.1016/j.jes.2018.06.020. Epub 2018 Jun 30.
Lateral transportation of soil heavy metals in rainfall events could significantly increase the scope of pollution. Therefore, it is necessary to develop a model with high accuracy to simulate the migration quantity of heavy metals. A model for heavy metal migration simulation was developed based on the SWAT (Soil and Water Assessment Tool) model. This model took into consideration the influence of soil pH value, soil particle size, runoff volume, sediment amount, concentration of water-soluble heavy metals dissolved in runoff and insoluble absorbed to the soil particles. This model was reasonable in Huanjiang watershed, Guangxi Zhuang Autonomous Region, south China, covering an area of 273 km. The optimal drainage area threshold was determined by analyzing the effects of watershed subdivision on the simulation results to ensure the simulation accuracy. The main conclusions of this paper were: (1) watershed subdivision could affect simulation migration quantity of heavy metals; (2) the quantity of heavy metals transported by sediment accounted for 97%-99% of the total migration quantity in the study watershed. Therefore, sediment played the most important role in heavy metal migration; (3) the optimal drainage area threshold percentage to ensure high simulation accuracy was determined to be 2.01% of the total watershed; (4) with the optimal threshold percentage, this model could simulate the migration quantity of As, Pb and Cd accurately at the total watershed and sub-watershed level. The results of this paper were useful for identifying the key regions with heavy metal migration.
在降雨事件中,土壤重金属的侧向迁移可能会显著扩大污染范围。因此,有必要开发一种高精度模型来模拟重金属的迁移量。本研究基于土壤和水评估工具(SWAT)模型开发了一种重金属迁移模拟模型。该模型考虑了土壤 pH 值、土壤粒径、径流量、泥沙量、溶解在径流水体中的水溶性重金属浓度以及不可溶部分被土壤颗粒吸附等因素对重金属迁移的影响。在广西环江流域(面积 273km²)进行了模型验证,结果表明模型合理。通过分析流域细分对模拟结果的影响,确定了最优排水面积阈值,以确保模拟精度。本研究的主要结论如下:(1)流域细分会影响重金属的模拟迁移量;(2)在研究流域中,泥沙携带的重金属量占总迁移量的 97%-99%,因此泥沙在重金属迁移中起最重要的作用;(3)为了确保高模拟精度,确定了保证总流域 2.01%的最优排水面积阈值百分比;(4)利用最优阈值百分比,该模型可以准确模拟整个流域和子流域水平的 As、Pb 和 Cd 的迁移量。本研究结果有助于识别重金属迁移的关键区域。