Identification of hydrogeochemical processes and pollution sources of groundwater resources in the Marand plain, northwest of Iran

The main aims of the present study are to identify the major factors affecting hydrogeochemistry of groundwater resources in the Marand plain, NW Iran and to evaluate the potential sources of major and trace elements using multivariate statistical analysis such as hierarchical clustering analysis (HCA) and factor analysis (FA). To achieve these goals, groundwater samples were collected in three sampling periods in September 2013, May 2014 and September 2014 and analyzed with regard to ions (e.g., Ca2+, Mg2+, Na+ and K+, HCO3−, SO42−, Cl−, F− and NO3−) and trace metals (e.g., Cr, Pb, Cd, Mn, Fe, Al and As). The piper diagrams show that the majority of samples belong to Na–Cl water type and are followed by Ca–HCO3 and mixed Ca–Na–HCO3. Cross-plots show that weathering and dissolution of different rocks and minerals, ion exchange, reverse ion exchange and anthropogenic activities, especially agricultural activities, influence the hydrogeochemistry of the study area. The results of the FA demonstrate that 6 factors with 81.7% of total variance are effective in the overall hydrogeochemistry, which are attributed to geogenic and anthropogenic impacts. The HCA categorizes the samples into two clusters. Samples of cluster C1, which appear to have higher values of some trace metals like Pb and As, are spatially located at the eastern and central parts of the plain, while samples of cluster C2, which express the salinization of the groundwater, are situated mainly westward with few local exceptions.

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

[2]  M. Jalali Geochemistry characterization of groundwater in an agricultural area of Razan, Hamadan, Iran , 2009 .

[3]  Awwa,et al.  Standard Methods for the examination of water and wastewater , 1999 .

[4]  P. Sakyi,et al.  Identifying key processes in the hydrochemistry of a basin through the combined use of factor and regression models , 2012, Journal of Earth System Science.

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

[6]  R. Stallard,et al.  Geochemistry of the Amazon: 2. The influence of geology and weathering environment on the dissolved load , 1983 .

[7]  D. Ophori,et al.  A multivariate statistical analysis of surface water chemistry data--the Ankobra Basin, Ghana. , 2008, Journal of environmental management.

[8]  P. Kumar,et al.  Evolution of groundwater chemistry in and around Vaniyambadi Industrial Area: Differentiating the natural and anthropogenic sources of contamination , 2014 .

[9]  David T. Long,et al.  Exploring the effects of urban and agricultural land use on surface water chemistry, across a regional watershed, using multivariate statistics , 2007 .

[10]  G. Shahverdizadeh,et al.  Hydrogeochemical Characteristics and Evaluation of the Drinking and Irrigation Water Quality in Marand Plain, East Azerbaijan, NW Iran , 2014 .

[11]  T. Subramani,et al.  Groundwater geochemistry and identification of hydrogeochemical processes in a hard rock region, Southern India , 2010, Environmental monitoring and assessment.

[12]  E. Tziritis,et al.  Environmental monitoring of Micro Prespa Lake basin (Western Macedonia, Greece): hydrogeochemical characteristics of water resources and quality trends , 2014, Environmental Monitoring and Assessment.

[13]  S. Upchurch,et al.  Identification of Recharge Areas Using Geochemical Factor Analysis , 1982 .

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

[15]  A. Hezarkhani,et al.  Geochemical and quality assessment of groundwater of Marand Basin, East Azarbaijan Province, northwestern Iran , 2012, Environmental Earth Sciences.

[16]  G. Ranganna,et al.  Hydrochemical Analysis and Evaluation of Groundwater Quality in Tumkur Taluk, Karnataka State, India , 2008, International journal of environmental research and public health.

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

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

[19]  D. Djordjevic,et al.  Natural and anthropogenic factors affecting the groundwater quality in Serbia. , 2014, The Science of the total environment.

[20]  P. S. Datta,et al.  Major Ion Chemistry of Groundwater in Delhi Area: Chemical Weathering Processes and Groundwater Flow Regime , 1996 .

[21]  Cong-Qiang Liu,et al.  Water geochemistry controlled by carbonate dissolution: a study of the river waters draining karst-dominated terrain, Guizhou Province, China , 2004 .

[22]  Charles E. Heckler,et al.  Applied Multivariate Statistical Analysis , 2005, Technometrics.

[23]  Abhay K. Singh,et al.  Hydrogeochemical investigation and groundwater quality assessment of Pratapgarh district, Uttar Pradesh , 2014, Journal of the Geological Society of India.

[24]  Manish Kumar,et al.  Identification and evaluation of hydrogeochemical processes in the groundwater environment of Delhi, India , 2006 .

[25]  M. Jalali Chemical characteristics of groundwater in parts of mountainous region, Alvand, Hamadan, Iran , 2006 .

[26]  Peiyue Li,et al.  Assessment of groundwater quality for irrigation purposes and identification of hydrogeochemical evolution mechanisms in Pengyang County, China , 2013, Environmental Earth Sciences.

[27]  S. Upchurch,et al.  Interpretation of Hydrochemical Facies by Factor Analysis , 1978 .

[28]  Y. Hamed,et al.  Geochemical and isotopic composition of groundwater in the Complex Terminal aquifer in southwestern Tunisia, with emphasis on the mixing by vertical leakage , 2011 .

[29]  K. A. Kassim,et al.  Behaviour of expanded piles under upward loading due to radial preloading in soft clay , 2016, Arabian Journal of Geosciences.

[30]  R. Gibbs Mechanisms Controlling World Water Chemistry , 1970, Science.

[31]  J. Skopp,et al.  Physical and Chemical Hydrogeology, 2nd edition , 1999 .

[32]  L. Elango,et al.  Identification and evolution of hydrogeochemical processes in the groundwater environment in an area of the Palar and Cheyyar River Basins, Southern India , 2003 .

[33]  A. Davraz,et al.  Evaluation of the groundwater quality with WQI (Water Quality Index) and multivariate analysis: a case study of the Tefenni plain (Burdur/Turkey) , 2015, Environmental Earth Sciences.

[34]  R. Bouhlila,et al.  Application of multivariate statistical analysis and hydrochemical and isotopic investigations for evaluation of groundwater quality and its suitability for drinking and agriculture purposes: case of Oum Ali-Thelepte aquifer, central Tunisia , 2016, Environmental Monitoring and Assessment.

[35]  J. Walton,et al.  Identification of probable groundwater paths in the Amargosa Desert vicinity , 2011 .

[36]  L. Elango,et al.  Geochemical processes controlling the groundwater quality in lower Palar river basin, southern India , 2013, Journal of Earth System Science.

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

[38]  L. Elango,et al.  Chapter 11 Rock–water interaction and its control on chemical composition of groundwater , 2007 .

[39]  P. Domenico,et al.  Physical and chemical hydrogeology , 1990 .

[40]  S. Dampare,et al.  Surface water quality assessment in the central part of Bangladesh using multivariate analysis , 2011 .

[41]  J. Adamowski,et al.  Characterization of hydrogeologic properties of the Tabriz plain multilayer aquifer system, NW Iran , 2016, Arabian Journal of Geosciences.

[42]  K. Elangovan,et al.  Hydrochemical characteristics and groundwater quality assessment in Tirupur Region, Coimbatore District, Tamil Nadu, India , 2009 .

[43]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[44]  Asghari Moghaddam Asghar,et al.  INVESTIGATION OF NITRATE CONCENTRATIONS IN GROUNDWATER RESOURCES OF MARAND PLAIN AND GROUNDWATER VULNERABILITY ASSESSMENT USING AVI AND GODS METHODS , 2015 .

[45]  A. Nagar,et al.  Hydrochemical characterization and quality assessment of Groundwater in Tirupur Taluk, Tamil Nadu, India: Emphasis on irrigation utility , 2013 .

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

[47]  J. E. McKenna,et al.  An enhanced cluster analysis program with bootstrap significance testing for ecological community analysis , 2003, Environ. Model. Softw..

[48]  S. Goldberg Geochemistry, Groundwater and Pollution , 2006 .

[49]  T. Venugopal,et al.  Environmental impact assessment and seasonal variation study of the groundwater in the vicinity of River Adyar, Chennai, India , 2009, Environmental monitoring and assessment.

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