Citation: | XU Beiyi, WANG Ce, ZHOU Guangyang, ZHOU Pengpeng. Current status and prospects of research on groundwater contamination risk assessments[J]. COAL GEOLOGY & EXPLORATION. |
[1] |
JIA Xiyue,O’CONNOR D,HOU Deyi,et al. Groundwater depletion and contamination:Spatial distribution of groundwater resources sustainability in China[J]. Science of the Total Environment,2019,672:551–562.
|
[2] |
KUMARI U,SWAMY K,GUPTA A,et al. Global water challenge and future perspective[M]//Green technologies for the defluoridation of water. Amsterdam:Elsevier,2021:197–212.
|
[3] |
生态环境部. 中国生态环境质量公报[R]. 北京:中国环境科学出版社,2022.
|
[4] |
XIE Xianjun,SHI Jianbo,PI Kunfu,et al. Groundwater quality and public health[J]. Annual Review of Environment and Resources,2023,48:395–418.
|
[5] |
MACHIWAL D,JHA M K,SINGH V P,et al. Assessment and mapping of groundwater vulnerability to pollution:Current status and challenges[J]. Earth-Science Reviews,2018,185:901–927.
|
[6] |
SIMPSON M W M,ALLEN D M,JOURNEAY M M. Assessing risk to groundwater quality using an integrated risk framework[J]. Environmental Earth Sciences,2014,71(11):4939–4956.
|
[7] |
RASHID A,AYUB M,ULLAH Z,et al. Groundwater quality,health risk assessment,and source distribution of heavy metals contamination around chromite mines:Application of GIS,sustainable groundwater management,geostatistics,PCAMLR,and PMF receptor model[J]. International Journal of Environmental Research and Public Health,2023,20(3):2113.
|
[8] |
MASSONE H E,BARILARI A. Groundwater pollution:A discussion about vulnerability,hazard and risk assessment[J]. Hydrogeology Journal,2020,28(2):463–466.
|
[9] |
ZHAO Di,WU Qiang,ZENG Yifan,et al. Contamination and human health risk assessment of heavy metal(loid)s in topsoil and groundwater around mining and dressing factories in Chifeng,North China[J]. International Journal of Coal Science & Technology,2023,10(1):8.
|
[10] |
刘钰,曾妍妍,周金龙,等. 巴里坤-伊吾盆地平原区地下水污染风险评价[J]. 环境科学,2023,44(12):6778–6789. LIU Yu,ZENG Yanyan,ZHOU Jinlong,et al. Groundwater pollution risk assessment in plain area of barkol-Yiwu basin[J]. Environmental Science,2023,44(12):6778–6789.
|
[11] |
PETROVIĆ B. Intrinsic groundwater vulnerability assessment by multiparameter methods,a case study of Suva Planina Mountain (SE Serbia)[J]. Environmental Earth Sciences,2020,79(4):85.
|
[12] |
生态环境部,水利部,自然资源部. 地下水污染防治重点区划定技术指南[S]. 北京:中国环境科学出版社,2023.
|
[13] |
王丽娜. 循环经济中污染控制的相关机制研究[M]. Scientific Research Publishing,Inc. USA,2020.
|
[14] |
刘凡,孙继朝,张英,等. 地下水污染风险评价研究综述[J]. 南水北调与水利科技,2014,12(3):127–132. LIU Fan,SUN Jichao,ZHANG Ying,et al. Review of groundwater pollution risk assessment[J]. South-to-North Water Transfers and Water Science & Technology,2014,12(3):127–132.
|
[15] |
滕彦国,苏洁,翟远征,等. 地下水污染风险评价的迭置指数法研究综述[J]. 地球科学进展,2012,27(10):1140–1147.
TENG Yanguo,SU Jie,ZHAI Yuanzheng,et al. A review on the overlay and index method for groundwater pollution risk assessment[J]. Advances in Earth Science,2012,27(10):1140–1147.
|
[16] |
孙才志,陈相涛,陈雪姣,等. 地下水污染风险评价研究进展[J]. 水利水电科技进展,2015,35(5):152–161.
SUN Caizhi,CHEN Xiangtao,CHEN Xuejiao,et al. Recent advances in groundwater contamination risk assessment[J]. Advances in Science and Technology of Water Resources,2015,35(5):152–161.
|
[17] |
FOSTER SSD. Fundamental concepts in aquifer vulnerability,pollution risk and protection strategy[C]//VAN DUIJEVENBODEN W,VAN WAEGENINGH HG. Vulnerability of soil and groundwater to pollutants. Committee on Hydrogeological Research. The Hague,1987:69–86.
|
[18] |
左锐,陈敏华,李仙波,等. 基于“生态水位-水质-水源地” 协同作用的地下水环境风险评价方法研究[J]. 环境科学研究,2019,32(8):1275–1283. ZUO Rui,CHEN Minhua,LI Xianbo,et al. Environmental risk assessment of groundwater based on comprehensive effects of ‘ecological groundwater level-quality-source area’[J]. Research of Environmental Sciences,2019,32(8):1275–1283.
|
[19] |
BONOMI T,CAVALLIN A,CERUTTI P,et al. Groundwater contamination risk assessment:Initial methodology for highly developed areas. Case study in the Province of Milan (Italy)[J]. Terra Nova,1994,6(2):195–201.
|
[20] |
CIVITA M,DE MAIO M. Assessing groundwater contamination risk using ARCIINFO via GRID function[M]. Titolo Volume Non Avvalorato. 1997.
|
[21] |
胡二邦. 环境风险评价实用技术和方法[M]. 北京:中国环境科学出版社,2000.
|
[22] |
GOLDSCHEIDER N. Karst groundwater vulnerability mapping:Application of a new method in the Swabian Alb,Germany[J]. Hydrogeology Journal,2005,13(4):555–564.
|
[23] |
MORRIS B,FOSTER S. Assessment of groundwater pollution risk[M]. World Bank Policy Research Working Paper,2006.
|
[24] |
周仰效,李文鹏. 地下水水质监测与评价[J]. 水文地质工程地质,2008,35(1):1–11.
ZHOU Yangxiao,LI Wenpeng. Groundwater quality monitoring and assessment[J]. Hydrogeology & Engineering Geology,2008,35(1):1–11.
|
[25] |
SOMARATNE N,ZULFIC H,ASHMAN G,et al. Groundwater risk assessment model (GRAM):Groundwater risk assessment model for wellfield protection[J]. Water,2013,5(3):1419–1439.
|
[26] |
GIRI S,KUMAR TIWARI A,KUMAR MAHATO M,et al. Spatio-temporal variations of metals in groundwater from an iron mining impacted area:Assessing sources and human health risk[J]. Total Environment Research Themes,2023,8:100070.
|
[27] |
RAVINDRA B,SUBBA RAO N,DHANAMJAYA RAO E N. Groundwater quality monitoring for assessment of pollution levels and potability using WPI and WQI methods from a part of Guntur district,Andhra Pradesh,India[J]. Environment,Development and Sustainability,2023,25(12):14785–14815.
|
[28] |
李全生,刘举庆,李军,等. 矿山生态环境数字孪生:内涵、架构与关键技术[J]. 煤炭学报,2023,48(10):3859–3873.
LI Quansheng,LIU Juqing,LI Jun,et al. Digital twin of mine ecological environment:Connotation,framework and key technologies[J]. Journal of China Coal Society,2023,48(10):3859–3873.
|
[29] |
BANERJEE A,CREEDON L,JONES N,et al. Dynamic groundwater contamination vulnerability assessment techniques:A systematic review[J]. Hydrology,2023,10(9):182.
|
[30] |
TIAN Lei,HU Litang,WANG Dong,et al. Site-scale groundwater pollution risk assessment using surrogate models and statistical analysis[J]. Journal of Contaminant Hydrology,2024,261:104288.
|
[31] |
JERMILOVA U. Bayesian Network Model of Mercury Exposure to Aquatic Ecosystems of the Mackenzie Watershed[D]. Trent University (Canada),2023.
|
[32] |
滕彦国,左锐,苏小四,等. 区域地下水环境风险评价技术方法[J]. 环境科学研究,2014,27(12):1532–1539.
TENG Yanguo,ZUO Rui,SU Xiaosi,et al. Technique for assessing environmental risk of regional groundwater[J]. Research of Environmental Sciences,2014,27(12):1532–1539.
|
[33] |
ZWAHLEN F. Vulnerability and risk mapping for the protection of carbonate (karst) aquifers,final report (COST action 620)[R]. European Commission,Directorate-General XII Science,Research and Development,Brussels,2003:297.
|
[34] |
LI Xinyan,WU Hao,QIAN Hui. Groundwater contamination risk assessment using intrinsic vulnerability,pollution loading and groundwater value:A case study in Yinchuan Plain,China[J]. Environmental Science and Pollution Research International,2020,27(36):45591–45604.
|
[35] |
JENIFER M A,JHA M K. Comprehensive risk assessment of groundwater contamination in a weathered hard-rock aquifer system of India[J]. Journal of Cleaner Production,2018,201:853–868.
|
[36] |
ZHANG Qixiao,LI Peiyue,LYU Qiaofen,et al. Groundwater contamination risk assessment using a modified DRATICL model and pollution loading:A case study in the Guanzhong Basin of China[J]. Chemosphere,2022,291:132695.
|
[37] |
MGBENU C N,EGBUERI J C. The hydrogeochemical signatures,quality indices and health risk assessment of water resources in Umunya district,southeast Nigeria[J]. Applied Water Science,2019,9(1):22.
|
[38] |
WALDSCHLÄGER K,LECHTHALER S,STAUCH G,et al. The way of microplastic through the environment–Application of the source-pathway-receptor model (review)[J]. Science of the Total Environment,2020,713:136584.
|
[39] |
XU Haoli,YANG Xing,WANG Daqing,et al. Multivariate and spatio-temporal groundwater pollution risk assessment:A new long-time serial groundwater environmental impact assessment system[J]. Environmental Pollution,2023,317:120621.
|
[40] |
TLEUOVA Z,SNOW D D,MUKHAMEDZHANOV M,et al. Relation of hydrogeology and contaminant sources to drinking water quality in southern Kazakhstan[J]. Water,2023,15(24):4240.
|
[41] |
TOSIC M,RESTREPO J D,IZQUIERDO A,et al. An integrated approach for the assessment of land-based pollution loads in the coastal zone[J]. Estuarine,Coastal and Shelf Science,2018,211:217–226.
|
[42] |
环境保护部. 环境影响评价技术导则地下水环境:HJ 610—2016[S]. 2016.
|
[43] |
REBELO A,FERRA I,GONÇALVES I,et al. A risk assessment model for water resources:Releases of dangerous and hazardous substances[J]. Journal of Environmental Management,2014,140:51–59.
|
[44] |
ZHANG Junjun,ZHAI Yuanzheng,XUE Pengwei,et al. A GIS-based LVF model for semiquantitative assessment of groundwater pollution risk:A case study in Shenyang,NE China[J]. Human and Ecological Risk Assessment,2017,23(2):276–298.
|
[45] |
TAGHAVI N,NIVEN R K,PAULL D J,et al. Groundwater vulnerability assessment:A review including new statistical and hybrid methods[J]. Science of the Total Environment,2022,822:153486.
|
[46] |
GENG Cheng,LU Debao,QIAN Jinglin,et al. A review on process-based groundwater vulnerability assessment methods[J]. Processes,2023,11(6):1610.
|
[47] |
王淼淼,陈宜金,邢朕国,等. 基于DRTIC-SL的草原区露天煤矿地下水脆弱性评价[J]. 中国矿业,2018,27(10):165–169. WANG Miaomiao,CHEN Yijin,XING Zhenguo,et al. Groundwater vulnerability assessment of open-pit coal mine in steppe area based on DRTIC-SL[J]. China Mining Magazine,2018,27(10):165–169.
|
[48] |
WANG Yanxin,MERKEL B J,LI Yilian,et al. Vulnerability of groundwater in quaternary aquifers to organic contaminants:A case study in Wuhan City,China[J]. Environmental Geology,2007,53(3):479–484.
|
[49] |
YIN Leihao,XU Beiyi,CAI Wutian,et al. Intrinsic vulnerability assessment of the qingduo Karst system,Henan province[J]. Water,2023,15(19):3425.
|
[50] |
CHENINI I,ZGHIBI A,KOUZANA L. Hydrogeological investigations and groundwater vulnerability assessment and mapping for groundwater resource protection and management:State of the art and a case study[J]. Journal of African Earth Sciences,2015,109:11–26.
|
[51] |
VU T D,NI C F,LI Weici,et al. Predictions of groundwater vulnerability and sustainability by an integrated index-overlay method and physical-based numerical model[J]. Journal of Hydrology,2021,596:126082.
|
[52] |
徐颖,李梦雪,董心月,等. 氟化工园区及周边地下水健康风险及脆弱性评价[J]. 环境科学学报,2020,40(6):2300–2310.
XU Ying,LI Mengxue,DONG Xinyue,et al. Health risk and vulnerability assessment of groundwater in fluorine chemical industrial and surrounding areas[J]. Acta Scientiae Circumstantiae,2020,40(6):2300–2310.
|
[53] |
原若溪,孔祥波,费宇红,等. DRASTIC和GOD两种方法评价地下水防污性的实例研究[J]. 吉林水利,2018(3):1–8.
YUAN Ruoxi,KONG Xiangbo,FEI Yuhong,et al. Assessing groundwater vulnerability using DRASTIC and GOD methods[J]. Jilin Water Resources,2018(3):1–8.
|
[54] |
RAZAVI DIZAJI A,HOSSEINI S A,REZAVERDINEJAD V,et al. Assessing pollution risk in ardabil aquifer groundwater of iran with arsenic and nitrate using the SINTACS model[J]. Polish Journal of Environmental Studies,2020,29(4):2609–2616.
|
[55] |
ISWAHYUDI S,BOY Yoseph Cahya Sunan Sakti Syah Alam,HUTABARAT J,et al. Groundwater aquifer vulnerability index (AVI) of purwokerto area,Indonesia[J]. Polish Journal of Environmental Studies,2023,33(1):197–209.
|
[56] |
ARFAOUI M,AOUITI S,AZAZA F H,et al. Assessment of groundwater vulnerability in coastal zone using SI method and GIS:Case study of bouficha aquifer (northeast Tunisia)[J]. Environmental Science and Pollution Research,2022,29(50):75699–75715.
|
[57] |
NEKKOUB A,BAALI F,HADJI R,et al. The EPIK multi-attribute method for intrinsic vulnerability assessment of karstic aquifer under semi-arid climatic conditions,case of Cheria Plateau,NE Algeria[J]. Arabian Journal of Geosciences,2020,13(15):709.
|
[58] |
KHAZAA’LAH M,TALOZI S,HAMDAN I. Assessment of groundwater vulnerability using GIS-based COP model in the northern governorates of Jordan[J]. Modeling Earth Systems and Environment,2023,9(1):19–40.
|
[59] |
ŞENER E. Intrinsic groundwater vulnerability assessment,comparison of different methodologies and validation[J]. Arabian Journal of Geosciences,2021,14(19):1963.
|
[60] |
LYU Panpan,SONG Jian,YIN Ziyue,et al. Integrated SEAWAT model and GALDIT method for dynamic vulnerability assessment of coastal aquifer to seawater intrusion[J]. Science of the Total Environment,2024,925:171740.
|
[61] |
SAW S,SINGH P K,MAHATO J K,et al. Application of GIS-based DRASTIC model and its validation with solute transport model in the assessment of groundwater vulnerability index:A case study from coal mining region of India[J]. Environmental Quality Management,2023,33(2):265–276.
|
[62] |
NASRI N,CHEBIL M,GUELLOUZ L,et al. Modelling nonpoint source pollution by nitrate of soil in the Mateur plain,northeast of Tunisia[J]. Arabian Journal of Geosciences,2015,8(2):1057–1075.
|
[63] |
ESLAMIAN S,HAROONI Y,SABZEVARI Y. Simulation of nitrate pollution and vulnerability of groundwater resources using MODFLOW and DRASTIC models[J]. Scientific Reports,2023,13:8211.
|
[64] |
高月香,沈欢,张毅敏,等. 基于FEFLOW的高尔夫球场地下水污染风险预测研究与效果评估[J]. 水利水电技术,2018,49(11):144–150.
GAO Yuexiang,SHEN Huan,ZHANG Yimin,et al. Groundwater pollution risk prediction research and effect evaluation of golf course based on FEFLOW[J]. Water Resources and Hydropower Engineering,2018,49(11):144–150.
|
[65] |
ESMAEILI S. Comprehensive simulation assessment of nitrate mass loading to groundwater from agricultural landscapes[D]. Waterloo:University of Waterloo,2013.
|
[66] |
SCHWARTZ M O. Numerical modelling of groundwater vulnerability:The example Namibia[J]. Environmental Geology,2006,50(2):237–249.
|
[67] |
ZHENG Fuxin,ZHAI Yuanzheng,XIA Xuelian,et al. Simulation of trinitrogen migration and transformation in the unsaturated zone at a desert contaminant site (NW China) using HYDRUS-2D[J]. Water,2018,10(10):1363.
|
[68] |
BANCHERI M,COPPOLA A,BASILE A. A new transfer function model for the estimation of non-point-source solute travel times[J]. Journal of Hydrology,2021,598:126157.
|
[69] |
BOFILL L M,SUHOGUSOFF A V,FERRARI L,et al. Analysis and comparison of wellhead protection areas delimitation methods applying a stochastic MODFLOW model as a reference[J]. Environmental Monitoring and Assessment,2023,195(6):704.
|
[70] |
徐树媛. 基于地下水数值模型的保护矿区水源井禁采区界定[J]. 中国煤炭,2016,42(12):45–49.
XU Shuyuan. The definition of ban area to protect water source in mining area based on the groundwater numerical model[J]. China Coal,2016,42(12):45–49.
|
[71] |
FRIND E O,MOLSON J W,RUDOLPH D L. Well vulnerability:A quantitative approach for source water protection[J]. Ground Water,2006,44(5):732–742.
|
[72] |
MOLSON J W,FRIND E O. On the use of mean groundwater age,life expectancy and capture probability for defining aquifer vulnerability and time-of-travel zones for source water protection[J]. Journal of Contaminant Hydrology,2012,127(1/2/3/4):76–87.
|
[73] |
STEIAKAKIS E,VAVADAKIS D,MOURKAKOU O. Groundwater vulnerability and delineation of protection zones in the discharge area of a karstic aquifer:Application in agyia’s Karst system (Crete,Greece)[J]. Water,2023,15(2):231.
|
[74] |
BUTSCHER C,HUGGENBERGER P. Intrinsic vulnerability assessment in Karst areas:A numerical modeling approach[J]. Water Resources Research,2008,44(3):135088848.
|
[75] |
ZEIGER S J,OWEN M R,PAVLOWSKY R T. Simulating nonpoint source pollutant loading in a karst basin:A SWAT modeling application[J]. Science of the Total Environment,2021,785:147295.
|
[76] |
BROUYÈRE S,BALZANI L,ORBAN P. The CASPER project:An integrated approach for pollution risk assessment in peri-urban groundwater catchment areas[J]. Advances in Geosciences,2022,59:45–51.
|
[77] |
LU Bingqing,ZHANG Yong,ZHENG Chunmiao,et al. Comparison of time nonlocal transport models for characterizing non-fickian transport:From mathematical interpretation to laboratory application[J]. Water,2018,10(6):778.
|
[78] |
ZHANG Yong,ZHOU Dongbao,YIN Maosheng,et al. Nonlocal transport models for capturing solute transport in one-dimensional sand columns:Model review,applicability,limitations and improvement[J]. Hydrological Processes,2020,34(25):5104–5122.
|
[79] |
DING Hanghang,ZHANG Xuemei,CHU Xuewei,et al. Simulation of groundwater dynamic response to hydrological factors in karst aquifer system[J]. Journal of Hydrology,2020,587:124995.
|
[80] |
滕应,骆永明,沈仁芳,等. 场地土壤-地下水污染物多介质界面过程与调控研究进展与展望[J]. 土壤学报,2020,57(6):1333–1340. TENG Ying,LUO Yongming,SHEN Renfang,et al. Research progress and perspective of the multi-medium interface process and regulation principle of pollutants in site soil-groundwater[J]. Acta Pedologica Sinica,2020,57(6):1333–1340.
|
[81] |
CHEN Ge,SUN Yajun,LIU Jiayu,et al. The effects of aquifer heterogeneity on the 3D numerical simulation of soil and groundwater contamination at a chlor-alkali site in China[J]. Environmental Earth Sciences,2018,77(24):797.
|
[82] |
于畅,王荣芳,刘贺丹,等. 基于ICE-SSD联用的地下水中苯并[a]芘生态风险评价:以下辽河平原地下水为例[J]. 环境科学学报,2018,38(6):2525–2533. YU Chang,WANG Rongfang,LIU Hedan,et al. ICE-SSD-based ecological risk assessment of benzoapyrene in groundwater:A case study of Liao River Basin[J]. Acta Scientiae Circumstantiae,2018,38(6):2525–2533.
|
[83] |
VAN DER GUN J. Groundwater resources sustainability[M]//Global groundwater. Amsterdam:Elsevier,2021:331–345.
|
[84] |
生态环境部,国家市场监督管理总局. 生态环境损害鉴定评估技术指南环境要素第1部分:土壤和地下水:GB/T 39792.1—2020[S]. 2021.
|
[85] |
徐迎春,杨丽虎,宋献方,等. 基于保护敏感目标的场地地下水污染风险评估[J]. 地质科技通报,2023,42(3):262–271.
XU Yingchun,YANG Lihu,SONG Xianfang,et al. Site groundwater pollution risk assessment based on the protection of sensitive receptors[J]. Bulletin of Geological Science and Technology,2023,42(3):262–271.
|
[86] |
HUAN Huan,XU Jianwei,WANG Jinsheng,et al. Groundwater pollution risk control from an industrial economics perspective[M]. SingaporeSpringer Singapore,2018.
|
[87] |
马尚钰,王富强,王雪彦,等. 南水北调中线工程河南省受水城市地下水生态系统服务价值评估[J]. 南水北调与水利科技(中英文),2023,21(6):1204–1212. MA Shangyu,WANG Fuqiang,WANG Xueyan,et al. Evaluation of groundwater ecosystem service value in Henan Province under the Middle Route of South-to-North Water Transfers Project[J]. South-to-North Water Transfers and Water Science & Technology,2023,21(6):1204–1212.
|
[88] |
HAGARTY A. United States analysis of the regulatory inception of per-and polyfluoroalkyl substances (PFAS) in drinking water policy among states and review of regulatory efforts made by the Federal Environmental Protection Agency[D]. Southern Illinois University at Edwardsville,2023.
|
[89] |
李小牛,周长松,周孝德,等. 污灌区浅层地下水污染风险评价研究[J]. 水利学报,2014,45(3):326–334.
LI Xiaoniu,ZHOU Changsong,ZHOU Xiaode,et al. Study on risk assessment of groundwater pollution in sewage irrigation area[J]. Journal of Hydraulic Engineering,2014,45(3):326–334.
|
[90] |
郑栩,管祎亭,吴卫华. 黑龙江流域水体和沉积物重金属的生态风险研究[J]. 高校地质学报,2022,28(6):814–824.
ZHENG Xu,GUAN Yiting,WU Weihua. Study on ecological risk of heavy metals in water and sediments in the Heilong River Basin[J]. Geological Journal of China Universities,2022,28(6):814–824.
|
[91] |
张千千,邢锦兵,王慧玮,等. 河北省某大型焦化厂地下水中多环芳烃的污染特点、源解析及生态风险评价[J]. 环境科学,2023,44(2):807–815.
ZHANG Qianqian,XING Jinbing,WANG Huiwei,et al. Analysis on contamination characteristics,pollution source identification and ecological risk assessment of polycyclic aromatic hydrocarbons of groundwater in a large coking plant site of province[J]. Environmental Science,2023,44(2):807–815.
|
[92] |
LI Xinyan,WU Hao,QIAN Hui. Groundwater contamination risk assessment using intrinsic vulnerability,pollution loading and groundwater value:A case study in Yinchuan Plain,China[J]. Environmental Science and Pollution Research International,2020,27(36):45591–45604.
|
[93] |
LI Congxin,LI Guozhu. Impact of China’s water pollution on agricultural economic growth:An empirical analysis based on a dynamic spatial panel lag model[J]. Environmental Science and Pollution Research International,2021,28(6):6956–6965.
|
[94] |
ZHAI Yuanzheng,JIANG Ya,CAO Xinyi,et al. Valuation of ecosystem damage induced by soil-groundwater pollution in an arid climate area:Framework,method and case study[J]. Environmental Research,2022,211:113013.
|
[95] |
ZOU Yanhong,YOUSAF M S,YANG Fuqiang,et al. Surrogate-based uncertainty analysis for groundwater contaminant transport in a chromium residue site located in Southern China[J]. Water,2024,16(5):638.
|
[96] |
ELZAIN H E,CHUNG S Y,VENKATRAMANAN S,et al. Novel machine learning algorithms to predict the groundwater vulnerability index to nitrate pollution at two levels of modeling[J]. Chemosphere,2023,314:137671.
|
[97] |
SAJEDI-HOSSEINI F,MALEKIAN A,CHOUBIN B,et al. A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination[J]. Science of the Total Environment,2018,644:954–962.
|
[98] |
张涛,王夏晖,毕二平,等. 基于BP神经网络的粤北某地区地下水脆弱性评价及其风险管控[J]. 环境工程,2023,41(12):270–277.
ZHANG Tao,WANG Xiahui,BI Erping,et al. Groundwater vulnerability evaluation and risk control in a certain area in northern Guangdong province based on bp neural network[J]. Environmental Engineering,2023,41(12):270–277.
|
[99] |
NAFOUANTI M B,LI Junxia,MUSTAPHA N A,et al. Prediction on the fluoride contamination in groundwater at the Datong Basin,Northern China:Comparison of random forest,logistic regression and artificial neural network[J]. Applied Geochemistry,2021,132:105054.
|
[100] |
HE Song,WU Jianhua,WANG Dan,et al. Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest[J]. Chemosphere,2022,290:133388.
|
[101] |
NOURANI V,MALEKI S,NAJAFI H,et al. A fuzzy logic-based approach for groundwater vulnerability assessment[J]. Environmental Science and Pollution Research International,2024,31(12):18010–18029.
|
[102] |
李霄,柴璐,王晓光,等. 基于层次分析法的丹东地区地下水污染防治区划[J]. 地质与资源,2018,27(4):396–405.
LI Xiao,CHAI Lu,WANG Xiaoguang,et al. Regionalization of groundwater pollution prevention in Dandong area based on analytic hierarchy process[J]. Geology and Resources,2018,27(4):396–405.
|
[103] |
AKAKURU O C,ADAKWA C B,IKORO D O,et al. Application of artificial neural network and multi-linear regression techniques in groundwater quality and health risk assessment around Egbema,Southeastern Nigeria[J]. Environmental Earth Sciences,2023,82(3):77.
|
[104] |
RIZEEI H M,AZEEZ O S,PRADHAN B,et al. Assessment of groundwater nitrate contamination hazard in a semi-arid region by using integrated parametric IPNOA and data-driven logistic regression models[J]. Environmental Monitoring and Assessment,2018,190(11):633.
|
[105] |
MADANI A,HAGAGE M,ELBEIH S F. Random Forest and Logistic Regression algorithms for prediction of groundwater contamination using ammonia concentration[J]. Arabian Journal of Geosciences,2022,15(20):1619.
|
[106] |
MOGHADDAM H K,RAJAEI A,RAHIMZADEH KIVI Z,et al. Prediction of qualitative parameters concentration in the groundwater resources using the Bayesian approach[J]. Groundwater for Sustainable Development,2022,17:100758.
|
[107] |
张双圣,强静,刘汉湖,等. 基于贝叶斯公式的地下水污染源识别[J]. 中国环境科学,2019,39(4):1568–1578.
ZHANG Shuangsheng,QIANG Jing,LIU Hanhu,et al. Identification of groundwater pollution sources based on Bayes' theorem[J]. China Environmental Science,2019,39(4):1568–1578.
|
[108] |
QIU Huili,GUI Herong,XU Haifeng,et al. Quantifying nitrate pollution sources of shallow groundwater and related health risks based on deterministic and Monte Carlo models:A study in Huaibei mining area,Huaibei coalfield,China[J]. Ecotoxicology and Environmental Safety,2023,249:114434.
|
[109] |
AN Yongkai,YAN Xueman,LU Wenxi,et al. An improved Bayesian approach linked to a surrogate model for identifying groundwater pollution sources[J]. Hydrogeology Journal,2022,30(2):601–616.
|
[110] |
OSTAD ALI ASKARI K,SHAYANNEJAD M,GHORBANIZ DEH KHARAZI H. Artificial neural network for modeling nitrate pollution of groundwater in marginal area of Zayandeh-rood River,Isfahan,Iran[J]. KSCE Journal of Civil Engineering,2017,21(1):134–140.
|
[111] |
潘紫东,卢文喜,范越,等. 基于模拟-优化方法的地下水污染源溯源辨识[J]. 中国环境科学,2020,40(4):1698–1705. PAN Zidong,LU Wenxi,FAN Yue,et al. Inverse Identification of groundwater pollution source based on simulation-optimization approach[J]. China Environmental Science,2020,40(4):1698–1705.
|
[112] |
马春龙,施小清,许伟伟,等. 基于自组织神经网络的污染场地多监测指标相关性分析[J]. 水文地质工程地质,2021,48(3):191–202. MA Chunlong,SHI Xiaoqing,XU Weiwei,et al. Correlation analysis of multiple monitoring indicators of contaminated site based on self-organizing map[J]. Hydrogeology & Engineering Geology,2021,48(3):191–202.
|
[113] |
ZHAO Yifu,YANG Liangping,PAN Hongjie,et al. Spatio-temporal prediction of groundwater vulnerability based on CNN-LSTM model with self-attention mechanism:A case study in Hetao Plain,northern China[J]. Journal of Environmental Sciences,2024:269160356[2024-04-15]. https://www.science direct.com/science/article/abs/pii/S100107422400175X.
|
[114] |
NADIRI A A,MOAZAMNIA M,SADEGHFAM S,et al. Formulating convolutional neural network for mapping total aquifer vulnerability to pollution[J]. Environmental Pollution,2022,304:119208.
|
[115] |
CHUKWUMA E C,OKONKWO C C,AFOLABI O O D,et al. Groundwater vulnerability to pollution assessment:An application of geospatial techniques and integrated IRN-DEMATEL-ANP decision model[J]. Environmental Science and Pollution Research,2023,30(17):49856–49874.
|
[116] |
CHOROL L,GUPTA S K. Evaluation of groundwater heavy metal pollution index through analytical hierarchy process and its health risk assessment via Monte Carlo simulation[J]. Process Safety and Environmental Protection,2023,170:855–864.
|
[117] |
袁乾,卢文喜,范越,等. 基于替代模型的煤矸石堆地下水污染随机模拟[J]. 中国环境科学,2019,39(6):2444–2451.
YUAN Qian,LU Wenxi,FAN Yue,et al. Stochastic simulation of groundwater pollution in coal gangue reactor based on alternative model[J]. China Environmental Science,2019,39(6):2444–2451.
|
[118] |
HUANG Dandan,WANG Guangcai,LI Zhihong,et al. Investigation of the removal mechanism of Cr(VI) in groundwater using activated carbon and cast iron combined system[J]. Environmental Science and Pollution Research International,2017,24(22):18341–18354.
|
[119] |
刘玲,陈坚,牛浩博,等. 基于FEFLOW的三维土壤-地下水耦合铬污染数值模拟研究[J]. 水文地质工程地质,2022,49(1):164–174. LIU Ling,CHEN Jian,NIU Haobo,et al. Numerical simulation of three-dimensional soil-groundwater coupled chromium contamination based on FEFLOW[J]. Hydrogeology & Engineering Geology,2022,49(1):164–174.
|
[120] |
李婷,吴明辉,王越,等. 人类扰动对重金属元素的生物地球化学过程的影响与修复研究进展[J]. 生态学报,2020,40(13):4679–4688.
LI Ting,WU Minghui,WANG Yue,et al. Advances in research on the effects of human disturbance on biogeochemical processes of heavy metals and remediation[J]. Acta Ecologica Sinica,2020,40(13):4679–4688.
|
[121] |
张亚男. 江汉平原含水层铁还原砷释放过程中有机质转化机制研究[D]. 武汉:中国地质大学,2021. ZHANG Yanan. Mechanisms of organic matter transformation during dissimilated iron reduction and arsenic mobilization in the aquifer of Jianghan Plain[D]. Wuhan:China University of Geosciences,2021.
|
[122] |
WANG Xingxing,SHU Zhipeng,HE Haohua,et al. Arsenopyrite dissolution in circumneutral oxic environments:The effect of pyrophosphate and dissolved Mn(III)[J]. Water Research,2023,230:119595.
|
[123] |
ZHANG Yinfeng,LI Shehong,SUN Jing,et al. Persistent arsenate-iron(iii) oxyhydroxide-organic matter nanoaggregates observed in coal[J]. Environmental Science. Nano,2021,8(10):2964–2975.
|
[124] |
SUN Yuqin,SUN Jing,NGHIEM A A,et al. Reduction of iron (hydr)oxide-bound arsenate:Evidence from high depth resolution sampling of a reducing aquifer in Yinchuan Plain,China[J]. Journal of Hazardous Materials,2021,406:124615.
|
[125] |
QIAO Fei,WANG Jinguo,CHEN Zhou,et al. Experimental research on the transport-transformation of organic contaminants under the influence of multi-field coupling at a site scale[J]. Journal of Hazardous Materials,2024,470:134222.
|
[126] |
YANG Lurong,WANG Xinyu,MENDOZA-SANCHEZ I,et al. Modeling the influence of coupled mass transfer processes on mass flux downgradient of heterogeneous DNAPL source zones[J]. Journal of Contaminant Hydrology,2018,211:1–14.
|
[127] |
HUANG Junqi,GOLTZ M N. Semianalytical solutions for transport in aquifer and fractured clay matrix system[J]. Water Resources Research,2015,51(9):7218–7237.
|
[128] |
DAFNY E. TCE longevity in the vadose zone and loading to the groundwater—The case of episodic NAPL releases from near-surface source[J]. Environmental Technology & Innovation,2017,7:128–140.
|
[129] |
XIAO Yong,LIU Kui,HAO Qichen,et al. Hydrogeochemical insights into the signatures,genesis and sustainable perspective of nitrate enriched groundwater in the piedmont of Hutuo watershed,China[J]. CATENA,2022,212:106020.
|
[130] |
杨恒,李桂芳,叶远行,等.高原湖泊周边浅层地下水:磷素时空分布及驱动因素[J].环境科学,2022,43(7):3532–3542.
YANG Heng,LI Guifang,YE Yuanxing,et al. Shallow groundwater around plateau lakes:spatiotemporal distribution of phosphorus and its driving factors[J]. Environmental Science,2022,43(7):3532–3542.
|
[131] |
MAO Hairu,WANG Guangcai,RAO Zhi,et al. Deciphering spatial pattern of groundwater chemistry and nitrogen pollution in Poyang Lake Basin (eastern China) using self-organizing map and multivariate statistics[J]. Journal of Cleaner Production,2021,329:129697.
|
[132] |
王佳琪,马瑞,孙自永. 地表水与地下水相互作用带中氮素污染物的反应迁移机理及模型研究进展[J]. 地质科技情报,2019,38(4):270–280. WANG Jiaqi,MA Rui,SUN Ziyong. Reactive transport and model of nitrogen pollutants in the surface water-ground water interaction zones:A review[J]. Geological Science and Technology Information,2019,38(4):270–280.
|
[133] |
NEUMAN S P,TARTAKOVSKY D M. Perspective on theories of non-Fickian transport in heterogeneous media[J]. Advances in Water Resources,2009,32(5):670–680.
|
[134] |
ZHENG Chunmiao,GORELICK S M. Analysis of solute transport in flow fields influenced by preferential flowpaths at the decimeter scale[J]. Ground Water,2003,41(2):142–155.
|
[135] |
ZHOU Renjie,ZHAN Hongbin. Reactive solute transport in an asymmetrical fracture–rock matrix system[J]. Advances in Water Resources,2018,112:224–234.
|
[136] |
BIANCHI M,ZHENG Chunmiao. A lithofacies approach for modeling non-Fickian solute transport in a heterogeneous alluvial aquifer[J]. Water Resources Research,2016,52(1):552–565.
|
[137] |
HASAN S,JOEKAR-NIASAR V,KARADIMITRIOU N K,et al. Saturation dependence of non-fickian transport in porous media[J]. Water Resources Research,2019,55(2):1153–1166.
|
[138] |
费宇红,刘雅慈,李亚松,等. 中国地下水污染修复方法和技术应用展望[J]. 中国地质,2022,49(2):420–434.
FEI Yuhong,LIU Yaci,LI Yasong,et al. Prospect of groundwater pollution remediation methods and technologies in China[J]. Geology in China,2022,49(2):420–434.
|
[139] |
钱家忠,王永媛,刘雅静,等. 分段非均质多孔介质中双分子反应性溶质运移实验与模拟研究[J]. 环境科学学报,2023,43(10):123–132.
QIAN Jiazhong,WANG Yongyuan,LIU Yajing,et al. Experimental and simulation study on bimolecular reactive solute transport in segmented heterogeneous porous media[J]. Acta Scientiae Circumstantiae,2023,43(10):123–132.
|
[140] |
郭芷琳,马瑞,张勇,等. 地下水污染物在高度非均质介质中的迁移过程:机理与数值模拟综述[J]. 中国科学:地球科学,2021,51(11):1817–1836. GUO Zhilin,MA Rui,ZHANG Yong,et al. Contaminant transport in heterogeneous aquifers:A critical review of mechanisms and numerical methods of non-fickian dispersion[J]. Scientia Sinica (Terrae),2021,51(11):1817–1836.
|
[141] |
刘菲. 地下水系统中的新污染物[J]. 水文地质工程地质,2024,51(2):1–2.
LIU Fei. Emerging contaminants in groundwater systems[J]. Hydrogeology & Engineering Geology,2024,51(2):1–2.
|
[142] |
JIAO Yanan,ZHANG Chunhui,SU Peidong,et al. A review of acid mine drainage:Formation mechanism,treatment technology,typical engineering cases and resource utilization[J]. Process Safety and Environmental Protection,2023,170:1240–1260.
|
[143] |
GUO Yanwen,LI Xiangdong,LI Quanzhi,et al. Environmental impact assessment of acidic coal gangue leaching solution on groundwater:A coal gangue pile in Shanxi,China[J]. Environmental Geochemistry and Health,2024,46(4):120.
|
[144] |
VITHANAGE M,BANDARA P C,NOVO L A B,et al. Deposition of trace metals associated with atmospheric particulate matter:Environmental fate and health risk assessment[J]. Chemosphere,2022,303:135051.
|
[145] |
颜睿. 铜陵典型金属矿区地下水污染风险性评价[D]. 北京:中国地质大学(北京),2020.
YAN Rui. Risk assessment of groundwater pollution in a typical metal mining area of Tongling[D]. Beijing:China University of Geosciences (Beijing),2020.
|
[146] |
陈仁祥,高杨,宋勇,等. 龙南足洞稀土矿区地下水水质特征及健康风险评价[J]. 有色金属(矿山部分),2021,73(3):111–118.
CHEN Renxiang,GAO Yang,SONG Yong,et al. Groundwater quality characteristics and health risk assessment in Longnan Zudong rare earth mine[J]. Nonferrous Metals (Mining Section),2021,73(3):111–118.
|
[147] |
ZHANG Qiuying,SHU Wang,LI Fadong,et al. Nitrate source apportionment and risk assessment:A study in the largest ion-adsorption rare earth mine in China[J]. Environmental Pollution,2022,302:119052.
|
[148] |
FEI Jiangchi,MIN Xiaobo,WANG Zhenxing,et al. Health and ecological risk assessment of heavy metals pollution in an antimony mining region:A case study from South China[J]. Environmental Science and Pollution Research International,2017,24(35):27573–27586.
|
[149] |
KAZEMI A,ESMAEILBEIGI M,SAHEBI Z,et al. Hydrochemical evaluation of groundwater quality and human health risk assessment of trace elements in the largest mining district of South Khorasan,Eastern Iran[J]. Environmental Science and Pollution Research International,2022,29(54):81804–81829.
|
[150] |
SELHABA A,XU Guangquan,HUI Bao,et al. Simulation for migration and treatment of groundwater contamination in coal mining subsidence area:A case study of Datong dump,Huainan,China[J]. Journal of Chemistry and Environment,2024,3(1):46-63.
|
[151] |
MUNIRUZZAMAN M,KARLSSON T,AHMADI N,et al. Multiphase and multicomponent simulation of acid mine drainage in unsaturated mine waste:Modeling approach,benchmarks and application examples[J]. Applied Geochemistry,2020,120:104677.
|
[152] |
QIU Huili,GUI Herong,FANG Pei,et al. Groundwater pollution and human health risk based on Monte Carlo simulation in a typical mining area in Northern Anhui Province,China[J]. International Journal of Coal Science & Technology,2021,8(5):1118–1129.
|
[153] |
WU Yating,ZHOU Lingfeng,MENG Yaobin,et al. Influential topographic factor identification of soil heavy metals using GeoDetector:The effects of DEM resolution and pollution sources[J]. Remote Sensing,2023,15(16):4067.
|
[154] |
赵欣,王佟,李聪聪,等. 露天矿区生态地质层修复中地形重塑层的构建技术及应用[J]. 煤田地质与勘探,2023,51(7):113–122. ZHAO Xin,WANG Tong,LI Congcong,et al. Construction and restoration technology of terrain remodeling layer in the restoration of ecological geological layer in open-pit mining areas[J]. Coal Geology & Exploration,2023,51(7):113–122.
|
[155] |
齐跃明,周沛,周来,等. 考虑采动效应的闭坑矿井水硫酸盐污染规律[J]. 煤田地质与勘探,2024,52(4):89–100.
QI Yueming,ZHOU Pei,ZHOU Lai,et al. Sulphate contamination in an abandoned coal mine in light of mining effects[J]. Coal Geology & Exploration,2024,52(4):89–100.
|
[156] |
ZENG Bin,ZHANG Zhengxin,YANG Muyi. Risk assessment of groundwater with multi-source pollution by a long-term monitoring programme for a large mining area[J]. International Biodeterioration & Biodegradation,2018,128:100–108.
|
[157] |
FENG Haibo,ZHOU Jianwei,CHAI Bo,et al. Groundwater environmental risk assessment of abandoned coal mine in each phase of the mine life cycle:A case study of Hongshan coal mine,North China[J]. Environmental Science and Pollution Research International,2020,27(33):42001–42021.
|
[158] |
XIA Shiyang,SONG Ziling,ZHAO Xiaoliang,et al. Review of the recent advances in the prevention,treatment,and resource recovery of acid mine wastewater discharged in coal mines[J]. Journal of Water Process Engineering,2023,52:103555.
|
[159] |
DONG Shuning,WANG Hao,GUO Xiaoming,et al. Characteristics of water hazards in China’s coal mines:A review[J]. Mine Water and the Environment,2021,40(2):325–333.
|
[160] |
TAFTI M D,ARDEJANI F D,MARJI M F,et al. Simulation of groundwater contamination by leakage from waste-filled mine[J]. Rudarsko-Geološko-Naftni Zbornik,2021,36(5):49–55.
|
[161] |
李云鹏,孔胃,楚储,等. 矿区生态系统演变与修复模式研究[J]. 中国矿业,2023,32(1):60–66.
LI Yunpeng,KONG Wei,CHU Chu,et al. Study on the evolution and restoration model of mining area ecosystem[J]. China Mining Magazine,2023,32(1):60–66.
|
[162] |
ZHU Yongguan,REID B J,MEHARG A A,et al. Optimizing Peri-URban Ecosystems (PURE) to re-couple urban-rural symbiosis[J]. Science of the Total Environment,2017,586:1085–1090.
|
[163] |
潘雅婧,王仰麟,彭建,等. 矿区生态风险评价研究述评[J]. 生态学报,2012,32(20):6566–6574.
PAN Yajing,WANG Yanglin,PENG Jian,et al. Research progress in ecological risk assessment of mining area[J]. Acta Ecologica Sinica,2012,32(20):6566–6574.
|
[164] |
田惠文,张欣欣,毕如田,等. 煤炭开采导致的农田生态系统固碳损失评估[J]. 煤炭学报,2020,45(4):1499–1509.
TIAN Huiwen,ZHANG Xinxin,BI Rutian,et al. An assessment of the carbon sequestration loss of farmland ecosystems caused by coal mining[J]. Journal of China Coal Society,2020,45(4):1499–1509.
|
[165] |
BOLDY R,ANNANDALE M,ERSKINE P D,et al. Assessing impacts of mining on provisioning ecosystem services in a culturally diverse landscape of Western Cape York,Australia[J]. Landscape Ecology,2023,38(12):4467–4481.
|
[166] |
SHI Jieqing,LI Dengao,SHEN Chaoyong,et al. A new pattern to quantitatively evaluate the value of ecosystem services in the large-scale open-pit coal mining area[J]. Frontiers in Ecology and Evolution,2023,11:1127028.
|
[167] |
季翔林,阎跃观,郭伟,等. 耦合遥感生态指数模型的山西省及规划矿区生态环境评价[J]. 煤田地质与勘探,2023,51(3):103–112.
JI Xianglin,YAN Yueguan,GUO Wei,et al. Ecological environment assessment of Shanxi Province and planned mining area based on coupling Remote Sensing Ecological Index(RSEI) model[J]. Coal Geology & Exploration,2023,51(3):103–112.
|
[168] |
LIU Wanyu,LEE Dairong,WANG S Y S,et al. Assessing the ecological loss of mining areas in Taiwan[J]. Environmental Monitoring and Assessment,2023,195(2):288.
|