Application of geostatistical methods to groundwater salinization problems: A review

被引:22
|
作者
Panagiotou, Constantinos F. [1 ,2 ]
Kyriakidis, Phaedon [1 ]
Tziritis, Evangelos [3 ]
机构
[1] Cyprus Univ Technol, Dept Civil Engn & Geomat, CY-3036 Limassol, Cyprus
[2] Eratosthenes Ctr Excellence, Dept Environm & Climate, Fragklinou Rousbelt 82, CY-3012 Limassol, Cyprus
[3] Hellen Agr Org, Soil & Water Resources Inst, Sindos 57400, Greece
关键词
Geostatistical simulations; Kriging; Multivariate statistics; Groundwater salinization; Surrogate models; ENSEMBLE KALMAN FILTER; SOUTH-EASTERN TUNISIA; SEAWATER INTRUSION; COASTAL AQUIFER; SALTWATER INTRUSION; QUALITY VARIABLES; SURROGATE MODELS; SALINITY; CONTAMINATION; UNCERTAINTY;
D O I
10.1016/j.jhydrol.2022.128566
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Groundwater salinization is considered to be one of the most severe and complex phenomena affecting coastal regions worldwide, occurring when high concentrations of water-soluble salts are present in groundwater sys-tems. Geostatistics is a branch of statistics used to analyze and predict the spatio-temporal variability of such complex phenomena. In particular, numerous geostatistical approaches and technologies are currently used to identify and map salinity-affected regions, investigate how salinity indicators influence groundwater mecha-nisms, and eventually design optimal groundwater management policies. This article reviews recent key appli-cations of geostatistical methods to address challenges relevant to groundwater salinization. The basic principles of geostatistics are briefly described, and numerous studies are discussed that employ geostatistical and multi-variate tools for identifying the origin of salinity sources, clarifying the relationship among salinity indicators and groundwater processes, and propagating the uncertainty of the inputs to the outputs of either physically -based or surrogate models of relevant geological systems. Finally, several recommendations and future di-rections are identified with regards to the most popular methods and with regards to key geostatistical methods whose application in this thematic area is still very limited.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Spatio-temporal variations of groundwater quality index using geostatistical methods and GIS
    Ababakr, Frsat Abdullah
    Ahmed, Kaywan Othman
    Amini, Ata
    Karami Moghadam, Mehdi
    Goekcekus, Hueseyin
    APPLIED WATER SCIENCE, 2023, 13 (10)
  • [42] Spatio-temporal variations of groundwater quality index using geostatistical methods and GIS
    Frsat Abdullah Ababakr
    Kaywan Othman Ahmed
    Ata Amini
    Mehdi Karami Moghadam
    Hüseyin Gökçekuş
    Applied Water Science, 2023, 13
  • [43] Characterizaton of mechanisms and processes of groundwater salinization in irrigated coastal area using statistics, GIS, and hydrogeochemical investigations
    Bouzourra, Hazar
    Bouhlila, Rachida
    Elango, L.
    Slama, Fairouz
    Ouslati, Naceur
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2015, 22 (04) : 2643 - 2660
  • [44] Salinization of groundwater during 20 years of agricultural irrigation, Luxor, Egypt
    Ibrahim Said
    Salman A. Salman
    Ahmed A. Elnazer
    Environmental Geochemistry and Health, 2022, 44 : 3821 - 3835
  • [45] Groundwater salinization and freshening processes in coastal aquifers from southwest Bangladesh
    Sarker, Md. Mizanur Rahman
    Van Camp, Marc
    Hossain, Delwar
    Islam, Mazeda
    Ahmed, Nasir
    Karim, Md. Masud
    Bhuiyan, Md. Abdul Quaiyum
    Walraevens, Kristine
    SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 779
  • [46] Hydrogeochemical and isotopic characterization of groundwater salinization in the Bangkok aquifer system, Thailand
    Stoecker, Falko
    Babel, Mukand S.
    Das Gupta, Ashim
    Rivas, Aldrin A.
    Evers, Mariele
    Kazama, Futaba
    Nakamura, Takashi
    ENVIRONMENTAL EARTH SCIENCES, 2013, 68 (03) : 749 - 763
  • [47] Integrated Geochemistry, Isotopes, and Geostatistical Techniques to Investigate Groundwater Sources and Salinization Origin in the Sharm EL-Shiekh Area, South Sinia, Egypt
    Heba Isawi
    Magdi H. El-Sayed
    Mustafa Eissa
    Orfan Shouakar-Stash
    Hosam Shawky
    Mohamed S. Abdel Mottaleb
    Water, Air, & Soil Pollution, 2016, 227
  • [48] Spatial analyses of groundwater level differences using geostatistical modeling
    Uyan, Mevlut
    Cay, Tayfun
    ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2013, 20 (04) : 633 - 646
  • [49] A graphic expression of salinization and pollution of groundwater - The case of Israel's groundwater
    Melloul, A
    Azmon, B
    ENVIRONMENTAL GEOLOGY, 1997, 30 (1-2): : 126 - 136
  • [50] Integrated Geochemistry, Isotopes, and Geostatistical Techniques to Investigate Groundwater Sources and Salinization Origin in the Sharm EL-Shiekh Area, South Sinia, Egypt
    Isawi, Heba
    El-Sayed, Magdi H.
    Eissa, Mustafa
    Shouakar-Stash, Orfan
    Shawky, Hosam
    Mottaleb, Mohamed S. Abdel
    WATER AIR AND SOIL POLLUTION, 2016, 227 (05)