ISSN 1000-3665 CN 11-2202/P
  • Included in Scopus
  • Included in DOAJ
  • Included in WJCI Report
  • Chinese Core Journals
  • The Key Magazine of China Technology
  • Included in CSCD
Wechat
LIANGNaisen, . Fuzzy comprehensive evaluation of groundwater quality of the Daniudi gas field area[J]. Hydrogeology & Engineering Geology, 2020, 47(3): 52-59. DOI: 10.16030/j.cnki.issn.1000-3665.201803049
Citation: LIANGNaisen, . Fuzzy comprehensive evaluation of groundwater quality of the Daniudi gas field area[J]. Hydrogeology & Engineering Geology, 2020, 47(3): 52-59. DOI: 10.16030/j.cnki.issn.1000-3665.201803049

Fuzzy comprehensive evaluation of groundwater quality of the Daniudi gas field area

More Information
  • Received Date: April 14, 2019
  • Revised Date: August 19, 2019
  • Published Date: September 09, 2020
  • Since the 1920s, there have been more than 30 research methods for water quality assessment worldwide. However, there is no widely accepted evaluation model for groundwater quality evaluation because of the complex nonlinear relationship between water quality grade and evaluation factors, as well as the fuzziness and randomness of water pollution. At present, geographic information system (GIS) technology is widely used in water quality evaluation, and on this basis, a series of new models and theories of water quality evaluation have been put forward. This article takes the Daniudi gas field shallow groundwater as the research object. ArcGIS technology is adopted to integrate GIS with an improved fuzzy comprehensive evaluation model. Therefore, a groundwater quality fuzzy comprehensive evaluation model based on GIS can be created and applied to the groundwater quality evaluation of the research area. In order to verify the rationality and reliability of groundwater quality evaluation, the fuzzy comprehensive evaluation results based on GIS are compared with those with the Nemero index method. The results show that (1) the quality of shallow groundwater in the Daniudi gas field is generally good, and is mainly in class I and class Ⅲ, but the shallow groundwater in some local areas is polluted by nitrogen from domestic sewage, agricultural wastewater and livestock sewage. (2) An effective integration of fuzzy comprehensive evaluation model (FCEM) and GIS combined effectively, and the combination makes FCEM have powerful map display and spatial analysis functions, which make the systematization and visualization of fuzzy comprehensive evaluation of groundwater quality to be realized. (3) Compared with the Nemero index method, the fuzzy comprehensive evaluation model of groundwater quality based on GIS can evaluate the quality level of the collected groundwater with reasonable accuracy.
  • [1]
    [1]房春生,孟赫,单玉书,等. 基于GIS 的吉林省地下水水质模糊评价[J]. 吉林大学学报(地球科学版),2011,41(增刊1):293-297.

    [FANG C S, MENG H, SHAN Y S, et al. Fuzzy comprehensive evaluation of groundwater quality based on GIS of Jilin Province[J]. Journal of Jilin University(Earth Science Edition), 2011,41(Sup 1):293-297.(in Chinese)]
    [2]
    [2]徐力刚,叶昌,张奇,等. 基于模糊模式识别的地下水水质综合评价研究[J]. 水文地质工程地质,2011, 38(5):7-12.

    [XU L G,YE C, ZHANG Q, et al. Application of fuzzy pattern recognition for the comprehensive assessment of groundwater quality[J]. Hydrogeology & Engineering Geology, 2011, 38(5):7-12.(in Chinese)]
    [3]
    [3]Dahiya S, Singh B, Gaur S, et al. Analysis of groundwater quality using fuzzy synthetic evaluation[J]. Journal of Hazardous Materials, 2007, 147(3): 938-946.DOI: 10.1016/j.jhazmat.2007.01.119.
    [4]
    [4]高振凯,耿新新,海玮,等. 基于模糊综合评判的吴灵灌区地下水水质评价[J]. 人民黄河,2013,35(8):53-59.

    [GAO Z K,GENG X X,HAI W,et al. Groundwater Quality Evaluation Based on Fuzzy Synthesis in the Wuling Irrigation Area[J].Yellow River, 2013,35(8):53-59.(in Chinese)]
    [5]
    [5]涂向阳,高学平. 模糊数学在海水入侵地下水水质评价中的应用[J]. 水利学报,2003,34(8):64-69.

    [TU X Y,GAO X P. Application of fuzzy mathematical method in evaluation of seawater intrusion[J]. Journal of Hydraulic Engineering, 2003,34(8):64-69.(in Chinese)]
    [6]
    [6]肖江,连生土. 基于PNN神经网络的地下水水质评价及应用[J].工程勘察,2012,40(9):48-50.

    [XIAO J,LIAN S T. Groundwater quality evaluation base on PNN and its application[J]. Geotechnical Investigation & Surveying, 2012,40(9):48-50.(in Chinese)]
    [7]
    [7]沃飞,陈效民,吴华山,等. 灰色聚类法对太湖地区农村地下水水质的评价[J]. 安全与环境学报,2006,6(4):38-41.

    [WO F,CHEN X M,WU H S, et al. Application of grey clustering method to rural groundwater quality evaluation in Tai -Lake Region[J]. Journal of Safety and Environment, 2006,6(4):38-41.(in Chinese)]
    [8]
    [8]庞振凌,常红军,李玉英,等. 层次分析法对南水北调中线水源区的水质评价[J]. 生态学报,2008,28(4): 1810-1819.

    [PANG Z L,CHANG H J, LI Y Y, et al. Analytical hierarchy process(AHP) evaluation of water quality in Danjiangkou reservoir -source of the middle line project to transfer water from south to north, China[J]. Acta Ecologica Sinica, 2008,28(4): 1810-1819.(in Chinese)]
    [9]
    [9]邱林, 唐红强, 陈海涛, 等. 集对分析法在地下水水质评价中的应用[J]. 节水灌溉, 2007, (1):13-15.

    [QIU L,TANG H Q,CHEN H T, et al. Application of set pair analysis method in the evaluation of groundwater quality[J]. Water Saving Irrigation, 2007, (1):13-15.(in Chinese)]
    [10]
    [10]汤洁, 李艳梅, 卞建民, 等. 物元可拓法在地下水水质评价中的应用[J]. 水文地质工程地质,2005, 32(5):1-5.

    [TANG J,LI Y M,BIAN J M, et al. Application of matter -element and extension to groundwater quality evaluation[J]. Hydrogeology & Engineering Geology, 2005, 32(5):1-5.(in Chinese)]
    [11]
    [11]刘春凤,翟瑞彩. 基于模糊数学的水质分析[J]. 天津大学学报,2002,36(1):72-73.[LIU C F,ZHAI R C. Analysis of water quality based on fuzzy mathematics[J]. Journal of Tianjin University, 2002,36(1):72-73.(in Chinese)]
    [12]
    [12]张晓叶,张永祥,任仲宇,等. 不同地下水水质评价方法的比较及实例应用[J]. 水资源与水工程学报,2014,25(2):98-101.

    [ZHANG X Y,ZHANG Y X,REN Z Y, et al. Comparison and practical example of assessment method in different groundwater qualities[J]. Journal of Water Resources and Water Engineering, 2014,25(2):98-101.(in Chinese)]
    [13]
    [13]苏耀明,朱琳,苏小四,等. 基于GIS 的鄂尔多斯白垩系盆地浅层地下水水质分布规律研究[J]. 水文地质工程地质,2009, 36(1):24-29.

    [SU Y M,ZHU L,SU X S, et al. A study of shallow groundwater quality distribution in the Ordos Cretaceous Artisan Basin based on GIS[J]. Hydrogeology & Engineering Geology, 2009, 36(1):24-29.(in Chinese)]
    [14]
    [14]邓非凡,邓正栋,段化杰,等. 基于遥感和GIS技术的朝阳地区浅层地下水富集性研究[J]. 水文地质工程地质,2016,43(6):21-26.

    based on GIS Technology -Take Wulabo basin as case study[J].Hydrogeology & Engineering Geology,2015,42(6):44-50.(in Chinese)]
    [15]
    [16]刘明柱, 陈鸿汉, 叶念军, 等. GIS 在区域地下水资源评价中的应用[J]. 水利学报, 2002, (1):52-55.

    [LIU M Z,CHEN H H,YE N J,et al. The application of GIS in regional water resources systematic evaluation[J]. Journal of Hydraulic Engineering, 2002, (1):52-61.(in Chinese)]
    [16]
    [17]刘明柱, 陈艳丽, 胡丽琴, 等. 地下水资源评价模型与GIS的集成及其应用研究[J]. 地学前缘, 2005, 12(增刊1):127-131.

    [LIU M Z,CHEN Y L,HU L Q,et al. The framework for integration of GIS with model of groundwater resources assessment and its application[J].Earth Science Frontiers,2005, 12(Sup1):127-131.(in Chinese)]
    [17]
    [18]万幼川, 谢鸿宇, 吴振斌, 等. GIS 与人工神经网络在水质评价中的应用[J]. 武汉大学学报(工学版), 2003, 36(3): 7-12.

    [WAN Y C,XIE H Y,WU Z B, et al. Application of artificial neural network and GIS to water quality evaluation[J]. Engineering Journal of Wuhan University, 2003, 36(3): 7-12.(in Chinese)]
    [18]
    [19]苏耀明. 基于GIS下的鄂尔多斯白垩系地下水盆地地下水水质的模糊综合评价[D]. 长春:吉林大学,2007.

    [SU Y M. Fuzzy synthetic evaluation of groundwater quality based on GIS in ordos cretaceous artisan basin[D].Changchun: Jilin University,2007.(in Chinese)]
    [19]
    [20]张成才,李红伟,吴瑞锋,等. 基于GIS的水质模糊综合评价方法研究[J]. 人民黄河,2009,31(5):52-53.

    [ZHANG C C,LI H W,WU R F,et al. Fuzzy synthetic evaluation of groundwater quality based on GIS[J]. Yellow River, 2009,31(5):52-53.(in Chinese)]
    [20]
    [21]罗畏. GIS与投影寻踪模型在水质评价中的应用[D]. 长沙: 中南大学, 2011.

    [LUO W. The application of GIS and projection pursuit model on water quality assessment[D].Changsha: Central South University,2011.(in Chinese)]
    [21]
    [22]VENKATRAMANAN S, CHUNG S Y, RAJESH R, et al. Comprehensive studies of hydrogeochemical processes and quality status of groundwater with tools of cluster, grouping analysis, and fuzzy set method using GIS platform: a case study of Dalcheon in Ulsan City, Korea[J]. Environmental Science and Pollution Research, 2015, 22(15):11209 -11223.
    [22]
    [23]翟俊,何强,肖海文,等. 基于GIS的模糊综合水质评价模型[J].重庆大学学报(自然科学版),2007,30(8):49-53.

    [ZHAI J,HE Q,XIAO H W, et al. GIS -based fuzzy comprehensive water quality assessment model[J]. Journal of Chongqing University(Natural Science Edition), 2007,30(8):49-53.(in Chinese)]
    [23]
    [24]李京,蒋卫国,陈云浩,等. 基于GIS多源栅格数据的模糊综合评价模型[J]. 中国图象图形学报,2007,12(8): 1446-1450.

    [LI J,JIANG W G,CHEN Y H, et al. A fuzzy comprehensive assessment model for multi -raster data based on GIS[J]. Journal of Image and Graphics, 2007,12(8): 1446-1450.(in Chinese)]
    [24]
    [25]国家环境保护总局. HJ/T 164-2004.地下水环境监测技术规范[S].北京:中国环境科学出版社,2004.

    [State Environmental Protection Administration. HJ/T164—2004.Technical specifications for environmental monitoring of groundwate[S]. Beijing: China Environmental Science Press, 2004.(in Chinese)]
    [25]
    [26]代雪静,田卫. 水质模糊评价模型中赋权方法的选择[J]. 中国科学院研究生院学报,2011,28(2):169-176.

    [DAI X J,TIAN W. Choice of determining weights method in fuzzy synthetic evaluating model for water quality[J]. Journal of the Graduate School of the Chinese Academy of Sciences, 2011,28(2):169-176.(in Chinese)]
    [26]
    [27]蔡子昭,许广明,张礼中,等. 基于数据库和GIS的水质模糊综合评价模型[J]. 南水北调与水利科技,2011,9(6):65-68.

    [CAI Z Z,XU G M,ZHANG L Z,et al. Fuzzy comprehensive water quality assessment model based on database and GIS[J]. South -to -North Water Transfers and Water Science & Technology, 2011,9(6):65-68.(in Chinese)]
    [27]
    [28]陈耀辉,孙春燕. 对最大隶属原则有效度的进一步研究[J]. 重庆师范学院学报(自然科学版),2002,19(1):47-49.

    [CHEN Y H,SUN C Y. Further study of validity for the maximum subordination principle[J]. Journal of Chongqing Normal Teachers College(Natural Science Edition), 2002,19(1):47-49.(in Chinese)]
    [28]
    [29]柳军. 模糊综合评价在水环境质量评价中的应用研究[D]. 重庆: 重庆大学, 2003.

    [LIU J. Applying fuzzy synthesize evaluation in the study of water environment quality assessment[D].Chongqing: Chongqing University,2003.(in Chinese)]
    [29]
    [30]中华人民共和国国土资源部. GB/T 14848—2017.地下水质量标准[S]. 北京:中国标准出版社,2017.

    [People’s Republic of China Ministry of Land and Resources. GB/T 14848—2017. Groundwater Quality Standards[S]. Beijing:China Standard Press,2017.(in Chinese) ]
    [30]
    [31]倪天翔,杨庆,王俊豪,等. 一种新内梅罗指数法的修正方法及应用[J]. 水文地质工程地质,2018, 45(2):171-174.

    [NI T X,YANG Q,WANG J H,et al. A new improvement of Nemero index method and its application[J]. Hydrogeology & Engineering Geology, 2018, 45(2):171-174.(in Chinese)]
  • Cited by

    Periodical cited type(20)

    1. 李志国,徐涛,刘永杰,赵立春,徐勇超,杨天鸿,郑小斌. 露天矿边坡稳定性的层次分析-模糊综合评价耦合分析. 中国地质灾害与防治学报. 2024(01): 116-123 .
    2. 苑林枫,卢俊平,高瑞忠,张琦,黄磊,田雅楠. 内蒙古典型旱区盐湖盆地浅层地下水污染风险评价. 环境化学. 2024(02): 536-548 .
    3. 胡雪雯,李云安,范志高. 基于变权模糊综合评判理论的桩基下岩溶顶板稳定性评价. 水文地质工程地质. 2024(06): 149-159 . 本站查看
    4. 吴坚如,王慧莹. 节能环保背景下地下水污染脆弱性评价. 能源与环保. 2023(01): 234-238 .
    5. 耿姣,王洋,胡术刚,魏岩洁,孙菲,袁鹏. 基于WQI的平原河网地区河流水质评价与时空变化分析. 环境工程. 2023(06): 187-193+209 .
    6. 林艳竹,韩忠,黄林显,邢立亭,梁浩,侯金霄. 基于随机森林法的弥河-潍河流域地下水质量评价研究. 水文. 2023(03): 60-64+70 .
    7. 魏信祥,杨周白露,张望. 洪涝灾害对鄱阳湖流域地下水水质的影响——以乐安河乐平段为例. 江西科学. 2023(04): 773-780 .
    8. 梁戈龙,刘玲,焦建军,顾雷雨,李继升,杜松. 基于“源-径-受体”的高盐水灌注对地下水环境影响预测评价. 煤炭工程. 2023(S1): 155-161 .
    9. 朱文举,平建华,侯俊山,宁艺武,耿文斌. 安阳市地下水源热泵系统建设水资源管理区划研究. 水文地质工程地质. 2022(01): 200-208 . 本站查看
    10. 赵幸悦子,肖攀,黎义勇,邵长生. 基于GIS的银坑幅浅层地下水水质模糊综合评价. 华南地质. 2022(02): 330-339 .
    11. 范祖金,魏兴,李佳文,周育琳. 地下水饮用水与灌溉水水质评价方法研究进展. 地下水. 2022(04): 10-15 .
    12. 卢旭东,范光伟,付晓雨,胡凯. 某采油平台生产水处理系统投用溢油风险分析. 工业安全与环保. 2022(09): 74-77+97 .
    13. 张彪,姜春露,郑刘根,赵琦,苏玮,陈园平. 改进的模糊综合评价法在某煤矿区水质评价中的应用. 环境监测管理与技术. 2022(05): 27-32 .
    14. 刘业添. 阜阳市深层地下水水化学特征及水质评价. 安徽建筑. 2022(12): 73-75 .
    15. 时雯雯,周金龙,曾妍妍,孙英. 新疆乌昌石城市群地下水多重水质评价. 干旱区资源与环境. 2021(02): 109-116 .
    16. 郭淑君,朱继良,王春辉,任政委,明圆圆,李梦. 电震联合法在涪陵裂隙溶洞调查中的应用研究. CT理论与应用研究. 2021(01): 49-59 .
    17. 吴立彬. 基于模糊综合评价的水文地质勘探地下水污染预测模型. 中国勘察设计. 2021(08): 102-105 .
    18. 尚彦辰,施恩,李亚峰,郭秋岑,曹雨,陈正洋. 辽河水环境累积性风险评价及预测研究. 环境科学与技术. 2021(S1): 73-81 .
    19. 李鹏岳,王东辉,李胜伟,韩浩东,王春山,徐如阁,田凯. 山前冲积平原型城市地下空间开发利用地质适宜性评价——以成都市为例. 地质通报. 2021(10): 1644-1655 .
    20. 贺振霞,鲍学英. 基于改进PSO优化SVR的地下水水质综合评价研究. 水文. 2021(06): 26-32 .

    Other cited types(15)

Catalog

    Article views (511) PDF downloads (618) Cited by(35)

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return