Multivariate statistical analysis supporting the hydrochemical characterization of groundwater and surface water: a case study in northern Italy

被引:14
|
作者
Rotiroti, Marco [1 ]
Zanotti, Chiara [1 ]
Fumagalli, Letizia [1 ]
Taviani, Sara [1 ]
Stefania, Gennaro A. [1 ]
Patelli, Martina [1 ]
Nava, Veronica [1 ]
Soler, Valentina [1 ]
Sacchi, Elisa [2 ]
Leoni, Barbara [1 ]
机构
[1] Univ Milano Bicocca, Dept Earth & Environm Sci, Milan, Italy
[2] Univ Pavia, Dept Earth & Environm Sci, Pavia, Italy
关键词
Cluster Analysis; Factor Analysis; Nitrate; Arsenic; Oglio River; MULTILAYER AQUIFER; PO PLAIN; RIVER-BASIN; QUALITY; ORIGIN; TOOL;
D O I
10.3301/ROL.2019.17
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Multivariate statistical analysis is a useful method for supporting the interpretation of experimental data, particularly in the case of large datasets. In the present study, cluster analysis and factor analysis are used to support the hydrochemical characterization of groundwater and surface water in an area located in the Oglio River basin (N Italy). During a field survey performed in Fall 2015, 58 groundwater, 20 river (Oglio River and its main tributaries), 1 Lake Iseo and 7 spring samples were collected for chemical analysis. Results of multivariate statistical analysis led to the identification of the following 5 main clusters which characterize the hydrological system: (1) higher plain groundwater and springs, characterized by an oxidized hydrofacies with higher NO3, (2) lower plain groundwater, characterized by a reduced hydrofacies with higher As, Fe and Mn, (3) Oglio River, (4) Oglio River tributaries and (5) outliers. This characterization will bear the improvement of the hydrogeological conceptual model of the area, also oriented to groundwater/surface water interactions, that, in turn, will support the numerical flow modeling of the system.
引用
收藏
页码:90 / 96
页数:7
相关论文
共 50 条
  • [1] Multivariate Statistical Analysis of Dominating Groundwater Mineralization and Hydrochemical Evolution in Gao, Northern Mali
    Traore, Adiaratou
    Mao, Xumei
    Traore, Alhousseyni
    Yakubu, Yahaya
    Sidibe, Aboubacar Modibo
    JOURNAL OF EARTH SCIENCE, 2024, 35 (05) : 1692 - 1703
  • [2] Multivariate Statistical Analysis of Dominating Groundwater Mineralization and Hydrochemical Evolution in Gao, Northern Mali
    Adiaratou Traore
    Xumei Mao
    Alhousseyni Traore
    Yahaya Yakubu
    Aboubacar Modibo Sidibe
    Journal of Earth Science, 2024, 35 (05) : 1692 - 1703
  • [3] Hydrochemical variation during groundwater mixing: a case study with multivariate statistical approach
    Sun, Linhua
    WATER PRACTICE AND TECHNOLOGY, 2013, 8 (3-4): : 399 - 408
  • [4] Multivariate Statistical and Hydrochemical Analysis of Drinking Water Resources in Northern Cameroon Watersheds
    Djimi, Estelle Gaelle Dammi
    Abia, Akebe Luther King
    Belibi, Placide Desire Belibi
    Soh, Patrice Takam
    Che, Randy Nanga
    Ghogomu, Julius Numbonui
    Ketcha, Joseph Mbadcam
    WATER, 2021, 13 (21)
  • [5] Combined Use of Multivariate Statistical Analysis and Hydrochemical Analysis for Groundwater Quality Evolution: A Case Study in North Chain Plain
    Rong Ma
    Jiansheng Shi
    Jichao Liu
    Chunlei Gui
    Journal of Earth Science, 2014, 25 (03) : 587 - 597
  • [6] Combined use of multivariate statistical analysis and hydrochemical analysis for groundwater quality evolution: A case study in north chain plain
    Ma, Rong
    Shi, Jiansheng
    Liu, Jichao
    Gui, Chunlei
    JOURNAL OF EARTH SCIENCE, 2014, 25 (03) : 587 - 597
  • [7] Combined Use of Multivariate Statistical Analysis and Hydrochemical Analysis for Groundwater Quality Evolution: A Case Study in North Chain Plain
    Rong Ma
    Jiansheng Shi
    Jichao Liu
    Chunlei Gui
    Journal of Earth Science, 2014, (03) : 587 - 597
  • [8] Combined use of multivariate statistical analysis and hydrochemical analysis for groundwater quality evolution: A case study in north chain plain
    Rong Ma
    Jiansheng Shi
    Jichao Liu
    Chunlei Gui
    Journal of Earth Science, 2014, 25 : 587 - 597
  • [9] Hydrochemical characterization of groundwater using multivariate statistical analysis: the Maritime Djeffara shallow aquifer (Southeastern Tunisia)
    Ayed, Bachaer
    Jmal, Ikram
    Sahal, Samir
    Mokadem, Naziha
    Saidi, Salwa
    Boughariou, Emna
    Bouri, Salem
    ENVIRONMENTAL EARTH SCIENCES, 2017, 76 (24)
  • [10] Hydrochemical characterization of groundwater using multivariate statistical analysis: the Maritime Djeffara shallow aquifer (Southeastern Tunisia)
    Bachaer Ayed
    Ikram Jmal
    Samir Sahal
    Naziha Mokadem
    Salwa Saidi
    Emna Boughariou
    Salem Bouri
    Environmental Earth Sciences, 2017, 76