Spatial and temporal variations of physicochemical and heavy metal pollution in Ramganga River-a tributary of River Ganges, India

被引:77
作者
Ali Khan, Mohd Yawar [1 ]
Gani, Khalid Muzamil [2 ]
Chakrapani, Govind Joseph [1 ]
机构
[1] Indian Inst Technol Roorkee, Dept Earth Sci, Roorkee 247667, Uttar Pradesh, India
[2] Indian Inst Technol Roorkee, Dept Civil Engn, Roorkee 247667, Uttar Pradesh, India
关键词
River Ganges; Ramganga River; Water quality; Multivariate statistical techniques; Cluster analysis; Principal component analysis; PRINCIPAL COMPONENT ANALYSIS; MULTIVARIATE STATISTICAL TECHNIQUES; WATER-QUALITY MANAGEMENT; PROGRAM;
D O I
10.1007/s12665-017-6547-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The River Ganges being the most sacred river and lifeline to millions of Indians in serving their water requirements is facing excessive threat of pollution. Under various river management and conservation strategies for its protection, the assessment of water quality of its main tributary Ramganga River is lacking. This study focuses on assessment of physicochemical and heavy metal pollution of the Ramganga River by application of multivariate statistical techniques. Sampling of Ramganga River at sixteen sampling sites was carried out in three seasons (summer, monsoon and winter) of 2014. The collected water samples were analyzed for physicochemical parameters and heavy metals. Results from cluster analysis (CA) of the data divided the whole stretch of the river into three clusters as elevation from 1304 to 259 m as less polluted, from 207 to 154 m as moderately polluted and from elevation 154 to 139 m as high-polluted stretches with anthropogenic as main sources of pollution in high-polluted stretch. Principal component analysis of the seasonal dataset resulted in three significant principal components (PC) in each season explaining 72-8% of total variance with strong loadings (>0.75) of PC1 on fluoride (F-), chloride (Cl-), sodium (Na+), calcium (Ca2+), magnesium Mg2+), bicarbonate (HCO3-), total dissolved solids and electrical conductivity. Temporal variation by one-way ANOVA (Analysis of Variance) showed significant seasonal variation was in the pH, chemical oxygen demand, biochemical oxygen demand, turbidity, HCO3-, F-, Zn, cadmium (Cd) and Mn (p < 0.05). Turbidity showed approximately a twofold increase in monsoon season due to rainfall in the catchment area and subsequent flow of runoff into the river. Concentration of HCO3-, F- and pH also showed similar increase in monsoon. The concentration of Zn, Cd and Mn showed an increasing trend in summers compared to monsoon and winter season due to dilution effect in the monsoon season and its lasting effect in winters.
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页数:13
相关论文
共 34 条
[1]   Pattern recognition techniques for the evaluation of spatial and temporal variations in water quality. A case study: Suquia River basin (Cordoba-Argentina) [J].
Alberto, WD ;
Del Pilar, DM ;
Valeria, AM ;
Fabiana, PS ;
Cecilia, HA ;
De Los Angeles, BM .
WATER RESEARCH, 2001, 35 (12) :2881-2894
[2]  
[Anonymous], 2006, STANDARD METHODS EXA, DOI DOI 10.5860/CHOICE.37-2792
[3]  
[Anonymous], 2016, GEOSTATISTICAL GEOSP, DOI [10.1007/978-3-319-18663-4_47, DOI 10.1007/978-3-319-18663-4_47]
[4]   Water quality of the Chhoti Gandak River using principal component analysis, Ganga Plain, India [J].
Bhardwaj, Vikram ;
Sen Singh, Dhruv ;
Singh, A. K. .
JOURNAL OF EARTH SYSTEM SCIENCE, 2010, 119 (01) :117-127
[5]  
CWC, 2012, ENV EV STUD RAMG MAJ, V1, P16
[6]   Temporal and spatial variations in the engineering properties of the sediments in Ramganga River, Ganga Basin, India [J].
Daityari, Shaumik ;
Khan, Mohd Yawar Ali .
ARABIAN JOURNAL OF GEOSCIENCES, 2017, 10 (06)
[7]   Review of aquatic monitoring program design [J].
Dixon, W ;
Chiswell, B .
WATER RESEARCH, 1996, 30 (09) :1935-1948
[8]   Recent developments in Life Cycle Assessment [J].
Finnveden, Goran ;
Hauschild, Michael Z. ;
Ekvall, Tomas ;
Guinee, Jeroen ;
Heijungs, Reinout ;
Hellweg, Stefanie ;
Koehler, Annette ;
Pennington, David ;
Suh, Sangwon .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2009, 91 (01) :1-21
[9]  
Fucik P., 2008, Soil and Water Research, V3, P98
[10]   Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis [J].
Helena, B ;
Pardo, R ;
Vega, M ;
Barrado, E ;
Fernandez, JM ;
Fernandez, L .
WATER RESEARCH, 2000, 34 (03) :807-816