Application of multivariate statistical methods and inverse geochemical modeling for characterization of groundwater — A case study: Ain Azel plain (Algeria)

Abstract Multivariate statistical methods and inverse geochemical modeling were jointly used to define the variation and the genetic origin of chemical parameters of groundwater in the Ain Azel plain, Algeria. Interpretation of analytical data shows that the abundance of the major ions is as follows: Ca ≥ Mg > Na > K and HCO 3  ≥ Cl > SO 4 . Q-mode hierarchical cluster analysis (HCA) was employed for partitioning the water samples into hydrochemical facies, also known as water groups or water types. Three major water groups resulted from the HCA analysis. The samples from the area were classified as recharge area waters (Group 1: Ca–Mg–HCO 3 water), transition zone waters (Group 2: Ca–Mg–Cl–HCO 3 water), and discharge area waters (Group 3: Mg–Ca–HCO 3 –Cl water). Inverse geochemical models of the statistical groups were developed using PHREEQC to elucidate the chemical reactions controlling water chemistry. The inverse geochemical modeling demonstrated that relatively few phases are required to derive water chemistry in the area. In a broad sense, the reactions responsible for the hydrochemical evolution in the area fall into three categories: (1) dissolution of evaporite minerals; (2) precipitation of carbonate minerals; and (3) weathering reactions of silicate minerals.

[1]  A. Mayo,et al.  Solute and isotopic geochemistry and ground water flow in the central Wasatch Range, Utah , 1995 .

[2]  B. Helena,et al.  Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga river, Spain) by Principal Component Analysis. , 2000 .

[3]  M. Garrels Robert,et al.  Genesis of some ground waters from igneous rocks , 1967 .

[4]  B. Dupré,et al.  Global silicate weathering and CO2 consumption rates deduced from the chemistry of large rivers , 1999 .

[5]  M. Hernández,et al.  Multivariate Analysis of a Coastal Phreatic Aquifer Using Hydrochemical and Isotopic Indicators, Buenos Aires, Argentina , 1991 .

[6]  J. Borrego,et al.  Application of Cluster Analysis to the Geochemistry Zonation of the Estuary Waters in the Tinto and Odiel Rivers (Huelva, Spain) , 2003, Environmental geochemistry and health.

[7]  F. Mackenzie,et al.  Evolution of sedimentary rocks , 1971 .

[8]  W. J. Deutsch Groundwater Geochemistry: Fundamentals and Applications to Contamination , 1997 .

[9]  H. Pereira,et al.  A case study on geochemical anomaly identification through principal components analysis supplementary projection , 2003 .

[10]  R. Fisher,et al.  Hydrochemical Evolution of Sodium-Sulfate and Sodium-Chloride Groundwater Beneath the Northern Chihuahuan Desert, Trans-Pecos, Texas, USA , 1997 .

[11]  Chen Zhu,et al.  Environmental Applications of Geochemical Modeling , 2002 .

[12]  L. Marini Geological sequestration of carbon dioxide , 2007 .

[13]  A. E. Greenberg,et al.  Standard methods for the examination of water and wastewater : supplement to the sixteenth edition , 1988 .

[14]  D. L. Parkhurst,et al.  User's guide to PHREEQC (Version 2)-a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations , 1999 .

[15]  Keith Turner,et al.  Evaluation of graphical and multivariate statistical methods for classification of water chemistry data , 2002 .

[16]  A. V. D. Griend,et al.  Multivariate Analysis and Interpretation of the Hydrochemistry of a Dolomitic Reef Aquifer, Northern Italy , 1985 .

[17]  Ashutosh Kumar Singh,et al.  Deciphering Groundwater Flow Systems in Oasis Valley, Nevada, Using Trace Element Chemistry, Multivariate Statistics, and Geographical Information System , 2000 .

[18]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[19]  Roy E. Williams Statistical Identification of Hydraulic Connections Between the Surface of a Mountain and Internal Mineralized Sources , 1982 .

[20]  W. Back,et al.  The mass balance approach: application to interpreting the chemical evolution of hydrologic systems , 1980 .

[21]  M. Cox,et al.  Statistical and hydrochemical methods to compare basalt- and basement rock-hosted groundwaters: Atherton Tablelands, north-eastern Australia , 2003 .

[22]  George A. Alther A Simplified Statistical Sequence Applied to Routine Water Quality Analysis: A Case History , 1979 .

[23]  Cüneyt Güler,et al.  Hydrologic and geologic factors controlling surface and groundwater chemistry in Indian Wells-Owens Valley area, southeastern California, USA , 2004 .

[24]  J. Drever,et al.  The geochemistry of natural waters , 1988 .

[25]  J. B. Maynard,et al.  Use of statistical analysis to formulate conceptual models of geochemical behavior: water chemical data from the Botucatu aquifer in São Paulo state, Brazil , 2001 .

[26]  David L. Parkhurst,et al.  Development of reaction models for ground-water systems , 1983 .

[27]  M. Meybeck Global chemical weathering of surficial rocks estimated from river dissolved loads , 1987 .

[28]  K. V. Damm,et al.  Sodium-calcium ion exchange in the weathering of shales: Implications for global weathering budgets , 1989 .

[29]  J. Jankowski,et al.  Groundwater quality and sustainability in an alluvial aquifer, Australia , 2000 .

[30]  Yan-xin Wang,et al.  Geostatistical and geochemical analysis of surface water leakage into groundwater on a regional scale: a case study in the Liulin karst system, northwestern China , 2001 .

[31]  C. Bowser,et al.  Groundwater chemical evolution in a sandy silicate aquifer in northern Wisconsin: 2. Reaction modeling , 1992 .

[32]  D. L. Parkhurst,et al.  PHREEQCI; a graphical user interface for the geochemical computer program PHREEQC , 1997 .

[33]  F. Nachtergaele Soil taxonomy—a basic system of soil classification for making and interpreting soil surveys: Second edition, by Soil Survey Staff, 1999, USDA–NRCS, Agriculture Handbook number 436, Hardbound , 2001 .

[34]  J. Join,et al.  Using principal components analysis and Na/Cl ratios to trace groundwater circulation in a volcanic island: the example of Reunion , 1997 .

[35]  M. Razack,et al.  Hydrochemical characterization of groundwater mixing in sedimentary and metamorphic reservoirs with combined use of Piper's principle and factor analysis , 1990 .

[36]  W. D. Alberto,et al.  Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquía River Basin (Cordoba-Argentina). , 2001 .

[37]  M. Birke,et al.  Environmental aspects of the regional geochemical survey in the southern part of East Germany , 1993 .

[38]  Chris Harris,et al.  Hydrochemical characteristics of aquifers near Sutherland in the Western Karoo, South Africa , 2001 .