Distribution and assessment of surface water contamination by application of chemometric and deterministic models

Journal of Hydrology

Volumn 369, Issue 3-4, 2009, Pages 416-426

  Terrado, Marta ^a   Lavigne, Martin Pierre ^b   Tremblay, Sebastien ^b   Duchesne, Sophie ^b   Villeneuve, Jean Pierre ^b   Rousseau, Alain N ^b   Barceló, Damià ^a,c   Tauler, Romà ^a  

^a INSTITUTE OF ENVIRONMENTAL ASSESSMENT AND WATER RESEARCH   (Spain)

^b CENTRE EAU TERRE ENVIRONNEMENT   (Canada)

^c UNIVERSITY OF GIRONA   (Spain)

Author keywords

Chemometrics; Contamination patterns; Deterministic modelling; Llobregat River; Pesticides

Indexed keywords

ALKYLPHENOLS; ALTERNATING LEAST SQUARES; CHEMOMETRIC; CHEMOMETRICS; CHLORINATED PESTICIDES; CHLORPYRIFOS; DATA SETS; DETERMINISTIC MODELLING; DETERMINISTIC MODELS; DIFFUSE POLLUTIONS; ENVIRONMENTAL MONITORING; LLOBREGAT RIVER; MCR-ALS; MULTIVARIATE CURVE RESOLUTIONS; WATER CONTAMINATIONS; WATER SYSTEMS;

AGRICULTURAL CHEMICALS; APPLICATIONS; CONTAMINATION; CURVE FITTING; LIFE SUPPORT SYSTEMS (SPACECRAFT); ORGANIC COMPOUNDS; PESTICIDES; RIVERS;

RIVER POLLUTION;

ASSESSMENT METHOD; ENVIRONMENTAL MODELING; ENVIRONMENTAL MONITORING; PESTICIDE; RIVER POLLUTION; SPATIAL DISTRIBUTION; SURFACE WATER;

CATALONIA; EURASIA; EUROPE; LLOBREGAT BASIN; SOUTHERN EUROPE; SPAIN;

EID: 65249108691     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2009.02.030     Document Type: Article

References (35)

1. Arheimer, B., Olsson, J., 2003. Integration and coupling of hydrological models with water quality models: applications in Europe. World Meteorological Organisation, WMO Technical Reports in Hydrology and Water Resources 75. WMO/TD-1174, Geneva.
2. Arnold J.G., Srinivasan R., Muttiah R.S., and Williams J.R. Large area hydrologic modelling and assessment, Part I: model development. J. Am. Water Res. Assoc. 34 1 (1998) 73-89
3. Astel A., Tsakovski S., Barbieri P.L., and Simeonov V. Multivariate classification and modeling in surface water pollution estimation. Anal. Bioanal. Chem. 390 5 (2008) 1283-1292
4. Bathurst J.C., Burton A., Clarke B.G., and Gallart F. Application of the SHETRAN basin-scale, landslide sediment yield model to the Llobregat basin, Spanish Pyrenees. Hydrol. Processes 20 (2006) 3119-3138
5. Bech J., Tume P., Sokolovska M., Reverter F., Sanchez P., Longan L., Bech J., Puente A., and Oliver T. Pedogeochemical mapping of Cr, Ni, and Cu in soils of the Barcelona Province (Catalonia, Spain): relationships with soil physico-chemical characteristics. J. Geochem. Explor. 96 (2008) 106-116
6. Bro R. PARAFAC. Tutorial and applications. Chemometr. Intell. Lab. Syst. 38 (1997) 141-171
7. Brown, L.C., Barnwell Jr., T.O., 1987. The Enhanced Stream water Quality Models QUAL2 and QUAL2E-UNCAS: Documentation and User Manual, US Environmental Protection Agency, Athens, Georgia, p. 189.
8. Céspedes R., Lacorte S., Ginebreda A., and Barceló D. Occurrence and fate of alkylphenols and alkylphenol ethoxylates in sewage treatment plants and impact on receiving waters along the Ter River (Catalonia, NE Spain). Environ. Pollut. 153 (2008) 384-392
9. Chen B., Xuan X., Zhu L., Wang J., Gao Y., Yang K., Shen X., and Lou B. Distributions of polycyclic aromatic hydrocarbons in surface waters, sediments and soils of Hangzhou City, China. Water Res. 38 (2004) 3558-3568
10. Claver A., Ormad P., Rodríguez L., and Ovelleiro J.L. Study of the presence of peticides in surface waters in the Ebro river basin (Spain). Chemosphere 64 (2006) 1437-1443
11. Directive 2008/105/EC, 2008. Amending Directive 2006/60/EC of the European Parliament and of the Council, Official Journal of the European Union.
12. Einax J.W., Zwanziger H.W., and Geiss S. Chemometrics in environmental analysis (1997), VCH-Wiley, Germany
13. Farnham I.M., Singh A.K., Stetzenbach K.J., and Johannesson K.H. Treatment of nondetects in multivariate analysis of groundwater geochemistry data. Chemometr. Intell. Lab. Syst. 60 (2002) 265-281
14. Felipe-Sotelo M., Gustems L., Hernández I., Terrado M., and Tauler R. Investigation of geographical and temporal distribution of tropospheric ozone in Catalonia (North-East Spain) during the period 2000-2004 using multivariate data analysis methods. Atmos. Environ. 40 (2006) 7421-7436
15. Fortin J.P., Turcotte R., Massicotte S., Moussa R., Fitzback J., and Villeneuve J.P. A distributed watershed model compatible with remote sensing and GIS data. Part I: Description of the model. J. Hydrol. Eng. 6 2 (2001) 91-99
16. Fortin J.P., Turcotte R., Massicotte S., Moussa R., Fitzback J., and Villeneuve J.P. A distributed watershed model compatible with remote sensing and GIS data, Part II: Application to the Chaudière watershed. J. Hydrol. Eng. 6 2 (2001) 100-108
17. Golub G.H., and Van Loan C.F. Matrix computations (1989), John Hopkins University Press, Baltimore, USA
18. Joliffe I.T. Principal Component Analysis (1986), Springer, New York
19. Lavigne, M.P., 2006. Modélisation du régime hydrologique et de l'impact des coupes forestières sur l'écoulement du ruisseau des eaux-volées à l'aide d'Hydrotel. Mémoire M.Sc. en Science de l'Eau.
20. Massart D.L., Vanderginste B.G.M., Buydens L.M.C., de Jong S., Lewi P.J., and Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics: Parts A and B (1998), Elsevier, Amsterdam
21. Peré-Trepat E., Ginebreda A., and Tauler R. Comparison of different multiway methods for the analysis of geographical metal distributions in fish, sediments and river waters in Catalonia. Chemometr. Intell. Lab. Syst. 88 (2007) 69-83
22. Quilbé R., and Rousseau A.N. GIBSI: an integrated modelling system for watershed management - sample applications and current developments. Hydrol. Earth Syst. Sci. 11 (2007) 1785-1795
23. Rawls W.J., and Brakensiek D.L. Estimation of Soil Water Retention and Hydraulic Properties. Unsaturated Flow in Hydrologic Modelling, Theory and Practice. Klumer Academic Publishers (1989) 275-300
24. Rousseau A.N., Mailhot A., Quilbé R., and Villeneuve J.P. Information technologies in the wider perspective: integrating management functions across the urban-rural interface. Environ. Model. Softw. 20 (2005) 443-455
25. Smilde A., Bro R., and Geladi P. Multi-way Analysis (2004), John Wiley & Sons Ltd., England
26. Snuderl K., Simonic M., Mocak J., and Brodnjak-Voncina D. Multivariate data analysis of natural mineral waters. Acta Chim. Slov. 54 (2007) 33-39
27. Tauler R., Smilde A., and Kowalski B. Selectivity, local rank, three-way data analysis and ambiguity in multivariate curve resolution. J. Chemometrics 9 (1995) 31-58
28. Tauler R., Marqués I., and Casassas E. Multivariate curve resolution applied to three-way trilinear data: study of a spectrofluorimetric acid-base titration of salicylic acid at three excitation wavelengths. J. Chemometrics 12 (1998) 55-75
29. Terrado M., Kuster M., Raldúa D., López de Alda M., Barceló D., and Tauler R. Use of chemometric and geostatistical methods to evaluate pesticide pollution in the irrigation and drainage channels of the Ebro River delta during the rice-growing season. Anal. Bioanal. Chem. 387 (2007) 1479-1488
30. Turcotte R., Fortin J.P., Rousseau A.N., Massicotte S., and Villeneuve J.P. Determination of the drainage structure of a watershed using a digital elevation model and a digital river and lake network. J. Hydrology 240 (2001) 225-242
31. Turcotte, R., Rousseau, A.N., Fortin, J.P., Villeneuve, J.P., 2003. Development of a process-oriented, multiple-objective, hydrological calibration strategy accounting for model structure, contained in Duan, Q., Sorooshian, S., Gupta, H., Rousseau, A.N., Turcotte, R., Advances in Calibration of Watershed Models. Water Sci. Appl. 6, AGU, 153-163.
32. Turcotte R., Fortin L.G., Fortin V., Fortin J.P., and Villeneuve J.P. Operational analysis of the spatial distribution and the temporal evolution of the snowpack water equivalent in Southern Québec, Canada. Nordic Hydrol. 38 3 (2007) 211-234
33. Villeneuve, J.P., Blanchette, C., Duchemin, M., Gagnon, J.F., Mailhot, A., Rousseau, A.N., Roux, M., Tremblay, J.F., Turcotte, R., 1998. Rapport final du projet GIBSI : Gestion Intégrée des Bassins versants à l'aide d'un Système Informatisé, Tome 1, R-462, INRS-Eau, Sainte-Foy.
34. WFD 2000/60/EC, 2000. Water Framework Directive, Official Journal of the European Community.
35. Wischmeier, W.H., Smith, D.D., 1978. Predicting Rainfall Erosion Losses: A Guide to Conservation Planning, 537, US Department of Agriculture.