中文题名: | 基于地下水保护的场地污染风险评估与预警方法研究 |
姓名: | |
保密级别: | 公开 |
论文语种: | 中文 |
学科代码: | 081500 |
学科专业: | |
学生类型: | 硕士 |
学位: | 工学硕士 |
学位类型: | |
学位年度: | 2022 |
校区: | |
学院: | |
研究方向: | 地下水科学与工程 |
第一导师姓名: | |
第一导师单位: | |
提交日期: | 2022-06-21 |
答辩日期: | 2022-06-21 |
外文题名: | GROUNDWATER PROTECTION-BASED SITE POLLUTION RISK ASSESSMENT AND EARLY WARNING METHOD |
中文关键词: | |
外文关键词: | Groundwater pollution ; Risk assessment ; Early warning ; Numerical simulation ; Uncertainty analysis |
中文摘要: |
地下水污染风险评估是保护地下水安全的重要举措。目前我国污染场地的风险管理主要关注土壤,而对地下水污染风险管理重视不足,亟待加强。污染场地风险评估主要采用人体健康风险评估方法,地下水作为健康风险评估中的污染暴露途径来考虑,未关注污染物在包气带和含水层中迁移扩散而产生的风险。 本文面向我国在产企业、工业园区等场地的环境管理需求,秉着地下水保护与人体健康同等重要的理念,分析场地污染通过垂向入渗和水平扩散两种迁移过程产生的风险及影响因素,建立多层次场地地下水污染风险评估方法并采用模型研究评估参数,基于环境管理要求,引入时间概念作为风险预警分级标准,并将建立的场地污染风险评估与预警方法应用于某焦化场地,为实际应用提供参考依据。 论文取得的主要结论如下: (1)分析了当前我国在产企业、工业园区等场地地下水污染风险管理需求。分别针对包气带污染入渗过程和饱和带污染迁移过程建立了以地下水为第一受体、下游控制点为第二受体的多层次场地地下水污染风险评估与预警方法体系。 (2)采用Hydrus-1d 建立了包气带污染入渗模型,分析了第一层次包气带垂向入渗污染风险评估过程的影响因素,并采用灵敏度分析方法确定了影响评估结果的关键参数:地下水埋深D、有机质含量foc、降解系数k和土壤容重ρ。 (3)采用Visual MODFLOW Flex建立了饱和带污染迁移模型,分析了第二层次饱和带水平迁移污染风险评估过程的影响因素,并采用灵敏度分析方法确定了影响评估结果的关键参数:控制点距离L、降解系数k、渗透系数K和水力梯度I。 (4)以某焦化厂所在场地为例,采用Hydrus-1d和Visual MODFLOW Flex分别构建包气带污染入渗模型和饱和带污染迁移模型,进行了场地地下水污染风险评估与预警方法的应用,提出了场地污染风险管控建议,初步建立了场地风险预警响应行动方案,为场地地下水污染风险管理提供指导。场地地下水污染风险评估应用过程采用了两种评估模式,分别为不考虑降解的保守模式和考虑降解的非保守模式。保守评估模式的预警时间更短,峰值浓度更大,风险更高,预警响应级别更高。 (5)分别考虑垂向和水平污染风险评估的关键参数,采用随机理论进行不确定性分析。分别选取一种垂向风险评估情景和一种水平风险评估情景,借助替代模型进行关键参数的不确定性随机模拟。相比支持向量机(Support Vector Machines,SVM)模型,随机森林(Random Forest,RF)模型在作为垂向或水平污染风险评估的替代模型时均具有高精度、高可靠性、高稳定性及低误差的优势。对关键参数进行不确定分析使得场地地下水风险评估的结果更加可靠。
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外文摘要: |
Groundwater pollution risk assessment is an important measure to protect groundwater safety. At present, the risk management of contaminated sites in China mainly focuses on soil, while the emphasis on groundwater pollution risk management is insufficient and needs to be strengthened. The risk assessment of contaminated sites mainly adopts the human health risk assessment method. Groundwater is considered as the pollution exposure pathway in the health risk assessment, and the risk caused by the migration and diffusion of pollutants in the vadose zone and aquifer is not concerned. In this paper, based on the requirements of environmental management of industrial enterprises, industrial sites in China, and adhering to the idea that groundwater protection is as important as human health, and the risks and analyzing the influencing factors of site pollution through vertical infiltration and horizontal diffusion, A multi-level risk assessment method for site groundwater pollution was established. The parameters of the evaluation were researched by the numerical model. Based on environmental management requirements, the concept of time was introduced as a risk early warning classification standard. The groundwater pollution risk assessment and early warning method was applied to a coking site, which provided a reference for practical application. The main conclusions are as follows : (1) Based on the analysis of the current demand for groundwater pollution risk management in industrial enterprises and industrial parks in China, a multi-level groundwater pollution risk assessment and early warning method system with groundwater as the first receptor and downstream control points as the second receptor was established for the infiltration process of unsaturated zone pollution and the migration process of saturated zone pollution. (2) The pollution infiltration model of vadose zone was established by Hydrus-1d, and the influencing factors of the first level vadose zone vertical infiltration pollution risk assessment process were analyzed. The key parameters affecting the assessment results were determined by sensitivity analysis method : groundwater depth (D), organic matter content (foc), degradation coefficient (k) and soil bulk density (ρ). (3) The pollution migration model of saturated zone was established by Visual MODFLOW Flex, and the influencing factors of pollution risk assessment process of horizontal migration of saturated zone at the second level were analyzed.The key parameters affecting the assessment results were determined by sensitivity analysis method : control point distance (L), degradation coefficient (k), permeability coefficient (K) and hydraulic gradient (I). (4) Taking the site of a coking plant as an example, Hydrus-1d and Visual MODFLOW Flex were respectively used to construct the infiltration model of vadose zone pollution and the migration model of saturated zone pollution. The application of risk assessment and early warning methods for groundwater pollution in the site was carried out, and the suggestions for risk control of site pollution were put forward. The early warning response plan of site risk was preliminarily established, which provided guidance for the risk management of groundwater pollution in the site. In the application process of groundwater pollution risk assessment, two assessment models were adopted, namely the conservative model without degradation and the non-conservative model with degradation. Conservative assessment model has shorter warning time, higher peak concentration, higher risk and higher warning response level. (5) Considering the key parameters of vertical or horizontal pollution risk assessment, the stochastic theory was used for uncertainty analysis. A vertical assessment scenario and a horizontal assessment scenario were selected to simulate the uncertainty of key parameters by means of alternative models. Compared with the support vector machine model, the random forest model has the advantages of high precision, high reliability, high stability and low error as an alternative model for vertical or horizontal pollution risk assessment. Uncertainty analysis of key parameters made the results of groundwater risk assessment more reliable. |
参考文献总数: | 148 |
作者简介: | 高泽坤,男,硕士研究生,研究方向为地下水科学与工程 |
馆藏号: | 硕081500/22021 |
开放日期: | 2023-06-21 |