Multivariate analyses for monitoring EDCs and PPCPs in a lake water

Water Environment Research

Volumn 86, Issue 11, 2014, Pages 2233-2241

  Park, Minji ^a   Reckhow, David ^a   Lavine, Michael ^b   Rosenfeldt, Erik ^c   Stanford, Benjamin ^c   Park, Mi Hyun ^a  

^a University of Massachusetts   (United States)

^b UNIVERSITY OF MASSACHUSETTS   (United States)

^c Vice President Residuals Group Practice Leader   (United States)

Author keywords

Contaminants of emerging concern; Multivariate analysis; Pharmaceuticals

Indexed keywords

CLUSTER ANALYSIS; DISCRIMINANT ANALYSIS; DRUG PRODUCTS; ENDOCRINE DISRUPTERS; FAULT TOLERANT COMPUTER SYSTEMS; LAKES; LOCATION; NATURAL LANGUAGE PROCESSING SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SURFACE WATERS; WATER POLLUTION;

ASSESSMENT AND MONITORING; CLUSTER ANALYSIS AND DISCRIMINANT ANALYSIS; CONTAMINANTS OF EMERGING CONCERNS; ENDOCRINE DISRUPTING COMPOUND; HYDROLOGICAL CONDITION; MULTI VARIATE ANALYSIS; OPTIMAL SAMPLING FREQUENCY; PHARMACEUTICAL AND PERSONAL-CARE PRODUCT (PPCP);

MULTIVARIANT ANALYSIS;

ATRAZINE; CARBAMAZEPINE; CHEMICALS AND DRUGS; DIAZEPAM; DICLOFENAC; DIETHYLTOLUAMIDE; ENDOCRINE DISRUPTOR; ESTRADIOL; ESTRONE; ETHINYLESTRADIOL; FLUOXETINE; GEMFIBROZIL; LAKE WATER; MEPROBAMATE; MUSK KETONE; NAPROXEN; PHENYTOIN; PROGESTERONE; TESTOSTERONE; TRICLOSAN; TRIMETHOPRIM; TRIS(2 CARBOXYETHYL)PHOSPHINE; COSMETIC; WATER POLLUTANT;

AUTOCORRELATION; CONCENTRATION (COMPOSITION); DISCRIMINANT ANALYSIS; DRUG; ENDOCRINE DISRUPTOR; ENVIRONMENTAL ASSESSMENT; ENVIRONMENTAL MONITORING; LAKE WATER; MULTIVARIATE ANALYSIS; POLLUTANT; SPATIAL VARIATION; SURFACE WATER;

ARTICLE; CLUSTER ANALYSIS; DISCRIMINANT ANALYSIS; ENVIRONMENTAL MONITORING; LAKE; LIMIT OF DETECTION; MULTIVARIATE ANALYSIS; NEVADA; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; WATER SAMPLING; CHEMISTRY; PROCEDURES; UNITED STATES; WATER POLLUTANT;

LAKE MEAD; NEVADA; UNITED STATES;

COSMETICS; ENDOCRINE DISRUPTORS; ENVIRONMENTAL MONITORING; LAKES; MULTIVARIATE ANALYSIS; UNITED STATES; WATER POLLUTANTS, CHEMICAL;

EID: 84922234042     PISSN: 10614303     EISSN: 15547531     Source Type: Journal    
DOI: 10.2175/106143014X14062131178592     Document Type: Article

References (32)

1. Al-Odaini, N. A.; Zakaria, M. P.; Zali, M. A.; Juahir, H.; Yaziz, M. I.; Surif, S. (2011) Application of Chemometrics in Understanding the Spatial Distribution of Human Pharmaceuticals in Surface Water. Environ. Monit. Assess., 184 (11), 6735-6748.
2. Astel, A.; Tsakouski, S.; Barbieri, P.; Simeonov, V. (2007) Comparison of Self-Organizing Maps Classification Approach with Cluster and Principal Components Analysis for Large Environmental Data Sets. Water Res., 41 (19), 4566-4578.
3. Benotti, M. J.; Trenholm, R. A.; Vanderford, B. J.; Holady, J. C.; Stanford, B. D.; Snyder, S. A. (2009) Pharmaceuticals and Endocrine Disrupting Compounds in US Drinking Water. Environ. Sci. Technol., 43 (3), 597-603.
4. Boreen, A.L.; Arnold, W.A.; McNeill, K. (2003) Photodegradation of Pharmaceuticals in the Aquatic Environment: a Review. Aquat. Sci. 65, 320-341.
5. Box, G. E. P.; Jenkins, G. M.; Reinsel, G. C. (2008) Time Series Analysis: Forecasting and Control, 4th ed.; John Wiley & Sons: New York.
6. Buerge I. J.; Poiger, T.; Muller, M. D.; Buser, H. R. (2006) Combined Sewer Overflows to Surface Waters Detected by the Anthropogenic Marker Caffeine. Environ. Sci. Technol., 40 (13), 4096-4102.
7. Callahan, J. D.; Palmer, J. (1978) A Multivariate Procedure for Comparing Areas to Possible Impact Areas, Graphically Displaying in the Results. In Biological Data in Water Pollution Assessment: Quantitative and Statistical Analysis; Dickson, K. L., Cairns, J., Livingston, R. J., Eds.; ASTM STP 652: Philadelphia, Pennsylvania; 78-91.
8. Einax, J. W.; Truckenbrodt, D.; Kampe, O. (1998) River Pollution Data Interpreted by Means of Chemometric Methods. Microchem. J., 58, 315-324.
9. De Laurentiis, E.; Chiron, S.; Kouras-Hadef, S.; Richard, C.; Minella, M.; Maurino, V.; Minero, C.; Vione, D. (2012) Photochemical Fate of Carbamazepine in Surface Freshwaters: Laboratory Measures and Modeling. Environ. Sci. Technol., 46 (15), 8164-8173.
10. Goncalves, C.; Esteves Da Silva, J. C. G.; Alpendurada, M. F. (2006). Chemometric Interpretation of Pesticide Occurrence in Soil Samples from an Intensive Horticulture Area in North Portugal. Analytica Chimica Acta, 560, 164-171.
11. Grenni, P.; Patrolecco, L.; Ademollo, N.; Tolomei, A.; Caracciolo, A. B. (2013) Degradation of Gemfibrozil and Naproxen in a River Water Ecosystem. Microchem. J., 107, 158-164.
12. Guo, Y. C.; Krasner, S. W. (2009) Occurrence of Primidone, Carbamazepine, Caffeine, and Precursors for N-Nitrosodimethylamine in Drinking Water Sources Impacted by Wastewater. J. Am. Water Res. Assoc., 45 (1), 58-67.
13. Johnson, R. A.; Wichern, D. W. (2007). Applied Multivariate Statitical Analysis; Pearson Education: Upper Saddle River, New Jersey.
14. Jones, O. A.; Lester, J. N.; Voulvoulis, N. (2005) Pharmaceuticals: A Threat to Drinking Water? Trends Biotechnol., 23 (4), 163-167.
15. Kaufman, L.; Rousseeuw, P. (2009) Finding Groups in Data: An Introduction to Cluster Analysis; John Will & Sons: Hoboken, New Jersey.
16. Khetan, S. K.; Collins, T. J. (2007) Human Pharmaceuticals in the Aquatic Environment: A Challenge to Green Chemistry. Chem. Rev., 107 (6), 2319-2364.
17. Kolpin, D.; Furlong, E.; Meyer, M.; Thurman, E.; Zaugg, S.; Barber, L.; Buxton, H. (2002) Pharmaceuticals, Hormones, and Other Organic Wastewater Contaminants in US Streams, 1999-2000: A National Reconnaissance. Environ. Sci. Technol., 36 (6), 1202-1211.
18. la Farre, M.; Perez, S.; Kantiani, L.; Barcelo, D. (2008) Fate and Toxicity of Emerging Pollutants, Their Metabolites and Transformation Products in the Aquatic Environment. TrAC, Trends Anal. Chem., 27 (11), 991-1007.
19. Lam, M.; Young, C.; Mabury, S. (2005) Aqueous Photochemical Reaction Kinetics and Transformations of Fluoxetine. Environ. Sci. Technol., 39 (2), 513-522.
20. Langford, K. H.; Thomas, K. V. (2009) Determination of Pharmaceutical Compounds in Hospital Effluents and Their Contribution to Wastewater Treatment Works. Environ. Int., 35 (5), 766-770.
21. Lin, A.; Reinhard, M. (2005) Photodegradation of Common Environmental Pharmaceuticals and Estrogens in River Water. Environ. Toxicol. Chem., 24 (6), 1303-1309.
22. Massart, D. L.; Kaufman, L. (1983) The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis; John Wiley & Sons: New York.
23. Mompelat, S.; Le Bot, B.; Thomas, O. (2009) Occurrence and Fate of Pharmaceutical Products and By-products, from Resource to Drinking Water. Environ. Int., 35, 803-814.
24. Musolff, A.; Leschik, S.; Moder, M.; Strauch, G.; Reinstorf, F.; Schirmer M. (2009) Temporal and Spatial Patterns of Micropollutants in Urban Receiving Waters. Environ. Pollut., 157 (11), 3069-3077.
25. Nikolaou, A.; Meric, S.; Fatta, D. (2007) Occurrence Patterns of Pharmaceuticals in Water and Wastewater Environments. Anal. Bioanal. Chem., 387 (4), 1225-1234.
26. Packer, J.; Werner, J.; Latch, D.; McNeill, K.; Arnold, W. (2003) Photochemical Fate of Pharmaceuticals in the Environment: Naproxen, Diclofenac, Clofibric Acid, and Ibuprofen. Aquat. Sci., 65 (4), 342-351.
27. Simeonov, V.; Simeonova, P.; Tsakovski, S.; Lovchinov, V. (2010) Lake Water Monitoring Data Assessment by Multivariate Statistics. J. Water Res. Prot., 2 (4), 353-361.
28. Snyder, S. A.; Bruce, G. M.; Pleus, R. C.; Drewes, J. E. (2010) Identifying Hormonally Active Compounds, Pharmaceuticals, and Personal Care Product Ingredients of Health Concern from Potential Presence in Water Intended for Indirect Potable Reuse; WRF Project 05-005; WateReuse Foundation: Alexandria, Virginia.
29. Tixier, C.; Singer, H.; Oellers, S.; Muller, S. (2003) Occurrence and Fate of Carbamazepine, Clofibric Acid, Diclofenac, Ibuprofen, Ketoprofen, and Naproxen in Surface Waters. Environ. Sci. Technol., 37 (6), 1061-1068.
30. Vandeginste, B. G. M.; Massart, D. L.; Buydens, L. M. C.; De Jong S.; Lewi, P. J.; Smeyers-Verbeke, J. (1998) Handbook of Chemometrics and Qualimetrics: Part B; Elsevier: Amsterdam, Netherlands.
31. Werner, J.; McNeill, K.; Arnold, W. (2005) Environmental Photodegradation of Mefenamic Acid. Chemosphere, 58 (10), 1339-1346.
32. Wold, S.; Esbensen, K.; Geladi, P. (1987) Principal Component Analysis. Chemom. Intell. Lab. Syst., 2 (1-3), 37-52.