Assessment of seasonal variations in surface water quality

被引:401
作者
Ouyang, Y.
Nkedi-Kizza, P.
Wu, Q. T.
Shinde, D.
Huang, C. H.
机构
[1] St Johns River Water Management Dist, Dept Water Resources, Palatka, FL 32178 USA
[2] Univ Florida, Dept Soil & Water Sci, Gainesville, FL 32611 USA
[3] S China Agr Univ, Coll Nat Resource & Environm, Guangzhou, Peoples R China
[4] S China Univ Trop Agr, Agron Coll, Danzhou City, Hainan, Peoples R China
关键词
principal component analysis; seasonal variation; surface water quality;
D O I
10.1016/j.watres.2006.08.030
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Assessment of seasonal changes in surface water quality is an important aspect for evaluating temporal variations of river pollution due to natural or anthropogenic inputs of point and non-point sources. In this study, surface water quality data for 16 physical and chemical parameters collected from 22 monitoring stations in a river during the years from 1998 to 2001 were analyzed. The principal component analysis technique was employed to evaluate the seasonal correlations of water quality parameters, while the principal factor analysis technique was used to extract the parameters that are most important in assessing seasonal variations of river water quality. Analysis shows that a parameter that is most important in contributing to water quality variation for one season may not be important for another season except for DOC and electrical conductance, which were always the most important parameters in contributing to water quality variations for all four seasons. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3800 / 3810
页数:11
相关论文
共 12 条
[1]  
[Anonymous], J ENV MANAGE
[2]   Using principal component analysis to monitor spatial and temporal changes in water quality [J].
Bengraïne, K ;
Marhaba, TF .
JOURNAL OF HAZARDOUS MATERIALS, 2003, 100 (1-3) :179-195
[3]   Evaluation of ground water monitoring network by principal component analysis [J].
Gangopadhyay, S ;
Das Gupta, A ;
Nachabe, MH .
GROUND WATER, 2001, 39 (02) :181-191
[4]  
HAVEN KE, 2003, LAKE RESERV MANAGE, V9, P222
[5]   The seasonal variation of dissolved nutrients, chlorophyll a and suspended sediments at Nelly Bay, Magnetic Island [J].
Muslim, I ;
Jones, G .
ESTUARINE COASTAL AND SHELF SCIENCE, 2003, 57 (03) :445-455
[6]   Evaluation of river water quality monitoring stations by principal component analysis [J].
Ouyang, Y .
WATER RESEARCH, 2005, 39 (12) :2621-2635
[7]   Gradients of chlorophyll a and water chemistry along an eutrophic reservoir with determination of the limiting nutrient by in situ nutrient addition [J].
Perkins, RG ;
Underwood, GJC .
WATER RESEARCH, 2000, 34 (03) :713-724
[8]   MULTIVARIATE STATISTICAL EXAMINATION OF SPATIAL AND TEMPORAL PATTERNS OF HEAVY-METAL CONTAMINATION IN NEW-BEDFORD HARBOR MARINE-SEDIMENTS [J].
SHINE, JP ;
IKA, RV ;
FORD, TE .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 1995, 29 (07) :1781-1788
[9]   Multivariate correlation between concentrations of selected herbicides and derivatives in outflows from selected US midwestern reservoirs [J].
Tauler, R ;
Barcelo, D ;
Thurman, EM .
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 2000, 34 (16) :3307-3314
[10]   Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis [J].
Vega, M ;
Pardo, R ;
Barrado, E ;
Debán, L .
WATER RESEARCH, 1998, 32 (12) :3581-3592