A Fuzzy-based Methodology for an Aggregative Environmental Risk Assessment of Restored Soil

被引:6
|
作者
Wang Shi-Zhong [1 ,2 ]
Zhao Zhi-Hao [1 ]
Xia Bing [1 ]
Qiu Hao [1 ]
Morel, J. L. [3 ]
Qiu Rong-Liang [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Sch Environm Sci & Engn, Guangzhou 510275, Guangdong, Peoples R China
[2] Guangdong Prov Key Lab Environm Pollut Control &, Guangzhou 510275, Guangdong, Peoples R China
[3] INRA, ENSAIA INPL, Lab Sols & Environm, UMR 1120, F-54505 Vandoeuvre Les Nancy, France
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划); 美国国家科学基金会;
关键词
fuzzy set theory; heavy metals; remediated; risk assessment; weight distribution; CONTAMINATED SOILS; HEAVY-METALS; CHELANT EXTRACTION; BIOACCESSIBILITY; DIGESTION; TOPSOILS; MOBILITY; REMOVAL; LOGIC;
D O I
10.1016/S1002-0160(14)60008-4
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Environmental risks pertaining to contaminated soils have been well studied, while little attention has been paid to the risks of the soils after remediation. In this study, a concept model developed based on fuzzy set theory was applied to evaluate the uncertainties of three risk indicators, namely, plant growth, groundwater safety and human health, of a restored site that had been previously polluted by heavy metals. The concept model classified the grade and importance of risk factors by an 11-level ranking system and was able to yield a comprehensive risk result rather than multi-risk results for complex risk indicators. Modeling results showed that the risks to the three indicators were effectively reduced after the remediation. Moreover, great sensitivity of the risks was found related to the weight distribution among the three risk indicators. In general, the risks of both polluted and restored soils to the environment were in the order of groundwater safety > plant growth > human health. The model was proved to solve the problems of multi-risk results due to complex risk indicators that previously encountered by other researchers, which made it helpful in decision-making and management of restored soils.
引用
收藏
页码:220 / 231
页数:12
相关论文
共 50 条
  • [31] A NEW FUZZY ASSESSMENT BASED ON INTERVAL VALUE TO EVALUATE THE AGGREGATIVE RISK RATE IN SOFTWARE DEVELOPMENT
    Lee, Huey-Ming
    Lin, Lily
    Su, Jin-Shieh
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2014, 10 (04): : 1305 - 1312
  • [32] Fuzzy evaluating the aggregative risk rate in software development based on the statistical confidence interval assessment
    [J]. Lee, H.-M. (hmlee@faculty.pccu.edu.tw), 1859, ICIC Express Letters Office, Tokai University, Kumamoto Campus, 9-1-1, Toroku, Kumamoto, 862-8652, Japan (07):
  • [33] Ranking of software engineering metrics by fuzzy-based matrix methodology
    Garg, R. K.
    Sharma, Kapil
    Nagpal, C. K.
    Garg, Rakesh
    Garg, Rajpal
    Kumar, Rajive
    Sandhya
    [J]. SOFTWARE TESTING VERIFICATION & RELIABILITY, 2013, 23 (02): : 149 - 168
  • [34] A fuzzy-based methodology for accurate classification and prediction in large datasets
    Usman, Muhammad
    Usman, M.
    Asghar, Sohail
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 31 (03) : 1759 - 1768
  • [35] Fuzzy-Based Comprehensive Evaluation of Environmental Flow Alteration
    Lin, Kairong
    Zhang, Fan
    Zhang, Qiang
    Tu, Xinjun
    Hu, Yang
    [J]. HYDROLOGIC MODELING, 2018, 81 : 621 - 638
  • [36] Fuzzy-Based Multivariate Analysis for Input Modeling of Risk Assessment in Wind Farm Projects
    Mohamed, Emad
    Jafari, Parinaz
    AbouRizk, Simaan
    [J]. ALGORITHMS, 2020, 13 (12)
  • [37] A fuzzy-based risk assessment model for evaluations of hazards with a real-case study
    Tepe, Serap
    Kaya, Ihsan
    [J]. HUMAN AND ECOLOGICAL RISK ASSESSMENT, 2020, 26 (02): : 512 - 537
  • [38] A Dempster Shafer Theory and Fuzzy-Based Integrated Framework for Supply Chain Risk Assessment
    Shi, Yancheng
    Zhang, Zhenjiang
    Wang, Kun
    [J]. KNOWLEDGE MANAGEMENT IN ORGANIZATIONS (KMO 2017), 2017, 731 : 347 - 361
  • [39] Risk assessment for bridge structures against blast hazard via a fuzzy-based framework
    Sun, Peng
    Hou, Xiaomeng
    Zheng, Wenzhong
    Qin, Haiyang
    Shao, Guotao
    [J]. ENGINEERING STRUCTURES, 2021, 232
  • [40] Fuzzy-based multi-criteria humanistic assessment system for city tunnels: From methodology to application
    Dou, Shiqi
    Shen, Yi
    Zhu, Hehua
    [J]. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, 2023, 134