The utility of multivariate statistical techniques in hydrogeochemical studies: an example from Karnataka, India

被引:363
作者
Reghunath, R [1 ]
Murthy, TRS [1 ]
Raghavan, BR [1 ]
机构
[1] Mangalore Univ, Dept Marine Geol, Mangalagangothri 574199, India
关键词
factor analysis; cluster analysis; hydrogeochemistry; Nethravathi river basin;
D O I
10.1016/S0043-1354(01)00490-0
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Quality of groundwater is controlled by many factors amongst which the interaction of river water with adjacent groundwater and mixing/non-mixing of different types of groundwater may be important. An attempt has been made to study these processes using multivariate statistical techniques such as factor and cluster analyses. The Nethravathi catchment (India) which is a tropical river basin draining the Precambrian crystalline province of peninsular India, has been selected for this study. Hydrogeochemical data for 56 groundwater samples were subjected to Q- and R- mode factor and cluster analysis. R-mode analysis reveals the inter-relations among the variables studied and the Q-mode analysis reveals the inter-relations among the samples studied. The R-mode factor analysis shows that Na and Cl with HCO3 account for most of the electrical conductivity and total dissolved solids of the groundwater. The 'single dominance' nature of the majority of the factors in the R-mode analysis indicates non-mixing or partial mixing of different types of groundwater. Both Q-mode factor and Q-mode cluster analyses shows that there is an exchange between the river water and the adjacent groundwater. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:2437 / 2442
页数:6
相关论文
共 13 条
[1]  
*APHA, 1995, STAND METH AN WAT WA
[2]  
BALASUBRAMANYAN MN, 1978, ARCHAEAN GEOCHEMISTR, P59
[3]  
CHANDRASEKHARAP.KN, 1989, THESIS MANGALORE U
[4]   INTERPRETATION OF HYDROCHEMICAL FACIES BY FACTOR-ANALYSIS [J].
DALTON, MG ;
UPCHURCH, SB .
GROUND WATER, 1978, 16 (04) :228-233
[5]   Spatial clustering of metals in the sediments of the Skagerrak Kattegat [J].
Danielsson, Å ;
Cato, I ;
Carman, R ;
Rahm, L .
APPLIED GEOCHEMISTRY, 1999, 14 (06) :689-706
[6]  
Davis J.C., 1986, STAT DATA ANAL GEOLO, V2nd
[7]  
FOVELL RG, 1993, J CLIMATE, V6, P2103, DOI 10.1175/1520-0442(1993)006<2103:CZOTCU>2.0.CO
[8]  
2
[9]   Multivariate mixing and mass balance (M3) calculations, a new tool for decoding hydrogeochemical information [J].
Laaksoharju, M ;
Skårman, C ;
Skårman, E .
APPLIED GEOCHEMISTRY, 1999, 14 (07) :861-871
[10]  
PALMQUIST WN, 1973, GROUNWATER STUD, V125, P14