Evaluation of river water quality monitoring stations by principal component analysis

Water Research

Volumn 39, Issue 12, 2005, Pages 2621-2635

  Ouyang, Ying ^a  

^a ST JOHNS RIVER WATER MANAGEMENT DISTRICT   (United States)

Author keywords

Monitoring network; Principal component analysis; Surface water quality

Indexed keywords

ALKALINITY; NITRATES; NITROGEN; PRINCIPAL COMPONENT ANALYSIS; RIVERS;

DISSOLVED ORGANIC CARBON; PRINCIPAL FACTOR ANALYSIS (PFA); STREAM WATER QUALITY; WATER QUALITY MONITORING STATIONS;

WATER QUALITY;

CALCIUM; DISSOLVED ORGANIC MATTER; MAGNESIUM; NITRATE; NITRITE; NITROGEN; ORGANIC CARBON; PHOSPHATE; RIVER WATER;

PRINCIPAL COMPONENT ANALYSIS; RIVER WATER; WATER QUALITY;

ALKALINITY; ARTICLE; BIOLOGICAL MONITORING; FACTORIAL ANALYSIS; NONPOINT SOURCE POLLUTION; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SALINITY; SEASONAL VARIATION; WATER ANALYSIS; WATER QUALITY; WATER STANDARD;

EID: 21744458106     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.watres.2005.04.024     Document Type: Article

References (19)

1. T.W. Anderson, and S.L. Sclove The Statistical Analysis of Data second ed 1986 The Scientific Press
2. K. Bengraine, and T.F. Marhaba Using principal component analysis to monitor spatial and temporal changes in water quality J. Hazard. Mater. 100 2003 179 195
3. D. Campbell, M. Bergman, R. Brody, A. Keller, P. Livingston-Way, F. Morris, and B. Watkins SWIM Plan for the Lower St. Johns River Basin 1993 St. River Water Management District Palatka, Florida
4. D.E. Canfield Jr., S.B. Linda, and L.M. Hodgson Relations between color and some limnological characteristics of Florida lakes Water Resour. Bull. 20 1984 323 329
5. J.C. Davis Statistical and data analysis in geology second ed 1986 John Wiley & Sons New York
6. Durell, G.S., Seavey, J.A., Higman, J., 2001. Sediment Quality in the Lower St. Johns River and Cedar-Ortega River Basin: Chemical Contaminant Characteristics. Battelle, 397 Washington Street, Duxbury, MA.
7. S. Gangopadhyay, A.D. Gupta, and M.H. Nachabe Evaluation of ground water monitoring network by principal component analysis Ground Water 39 2001 181 191
8. G.H. Golub, and C.F. van Loan Matrix Computations 2nd Ed 1989 The John Hopkins University Press Baltimore
9. K.E. Haven Phosphorus-Algal bloom relationships in large lakes of south Florida: Implications for establishing nutrient criteria Lake Reservoir Manage. 9 2003 222 228
10. B.F.J. Manly Multivariate Statistical Methods: A Primer 1986 Chapman & Hall London
11. Y. Ouyang, J. Higman, J. Thompson, T. O'Toole, and D. Campbell Characterization and spatial distribution of heavy metals in sediment from cedar and ortega rivers Basin J. Contam. Hydrol. 54 2002 19 35
12. R.G. Perkins, and G.J.C. Underwood Gradients of chlorophyll a and water chemistry along an eutrophic reservoir with determination of the limiting nutrient by in situ nutrient addition Water Res. 34 2000 713 724
13. SAS Institute Inc. SAS Proprietary Software Release 8.2 1999 SAS Institute Cary, NC
14. J.P. Shine, R.V. Ika, and T.E. Ford Multivariate statistical examination of spatial and temporal patterns of heavy metal contamination in New Bedford Harbor marine sediments Environ. Sci. Technol. 29 1995 1781 1788
15. B.G. Tabachnick, and L.S. Fidell Using Multivariate Statistics 2001 Allyn and Bacon Boston, London
16. R. Tauler, D. Barcelo, and E.M. Thurman Multivariate correlation between concentrations of selected herbicides and derivatives in outflows from selected US Midwestern reservoirs Environ. Sci. Technol. 34 2000 3307 3314
17. H. Wackernagel Multivariate Geostatistics. An Introduction With Applications 1995 Springer New York and London
18. T.C. Winter, S.E. Mallory, T.R. Allen, and D.O. Rosenberry The use of principal component analysis for interpreting ground water hydrographs Ground Water 38 2000 234 246
19. J.C. Yu, J.T. Quinn, C.M. Dufournaud, J.J. Harrington, P.P. Roger, and B.N. Lohani Effective dimensionality of environmental indicators: a principal component analysis with bootstrap confidence intervals J. Environ. Manage. 53 1998 101 119