Exposure assessment of pesticides in a shallow groundwater of the Tagus vulnerable zone (Portugal): A multivariate statistical approach (JCA)

Environmental Science and Pollution Research

Volumn 19, Issue 7, 2012, Pages 2667-2680

  Silva, Emília ^a   Mendes, Maria Paula ^b   Ribeiro, Luís ^b   Cerejeira, Maria José ^a  

^a INSTITUTO SUPERIOR DE AGRONOMIA   (Portugal)

^b INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Exposure; Groundwater; Joint correspondence analysis (JCA); Pesticides; Tagus vulnerable zone (TVZ)

Indexed keywords

AGRICULTURAL LAND; GROUNDWATER POLLUTION; LEACHING; MULTIVARIATE ANALYSIS; PESTICIDE RESIDUE; POLLUTION EXPOSURE; SHALLOW WATER; VULNERABILITY;

PORTUGAL; TAGUS BASIN;

BETA VULGARIS SUBSP. VULGARIS; LYCOPERSICON ESCULENTUM; SOLANUM TUBEROSUM; ZEA MAYS;

EID: 84871720493     PISSN: 09441344     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11356-012-0761-z     Document Type: Article

References (58)

1. AGROTEJO (2006) União Agrícola do Norte do Vale do Tejo. Estudo de impacte ambiental do estudo prévio do emparcelamento rural integrado de Azinhaga, Golegã e Riachos - Resumo não técnico, Golegã.
2. Andrade AIASS, Stigter TY (2009) Multi-method assessment of nitrate and pesticide contamination in shallow alluvial groundwater as a function of hydrogeological setting and land use. Agr Water Manage 96(12): 1751-1765.
3. Antweiler RC, Taylor HE (2008) Evaluation of statistical treatments of left-censored environmental data using coincident uncensored data sets: I. Summary statistics. Environ Sci Technol 42(10): 3732-3738.
4. Aryal S, Bhaumik DK, Santra S, Gibbons RD (2009) Confidence interval for random-effects calibration curves with left-censored data. Environmetrics 20(2): 181-189.
5. Bacci E (1994) Ecotoxicology of organic contaminants. CRC Press/Lewis Publishers Inc, Boca Raton.
6. Bacci E, Gaggi C (1993) Simple models for ranking pesticide mobility from soils. In: Paper presented at the IX symposium on pesticide chemistry. Mobility and degradation of xenobiotics, Piacenza, Italy, 12-13 October.
7. Barbash JE, Resek EA (1997) Pesticides in groundwater. Distribution, trends, and governing factors. CRC Press, Boca Raton.
8. Batista S (2003) Exposição da água subterrânea a pesticidas e nitratos em ecossistemas agrícolas do Ribatejo e Oeste e da Beira Litoral. Ph. D. Dissertation, Technical University of Lisbon.
9. Batista S, Silva E, Cerejeira MJ, Silva-Fernandes AM (2001) Exposure of ground water to alachlor, atrazine and metolachlor in maize areas of Ribatejo and Oeste (Portugal). Toxicol Environ Chem 79(3): 223-232.
10. Batista S, Silva E, Galhardo S, Viana P, Cerejeira MJ (2002) Evaluation of pesticide contamination of ground water in two agricultural areas of Portugal. Int J Environ An Ch 82(8-9): 601-609.
11. Benzécri J-P (1973) Analyse des Données. T2 (leçons sur l'analyse factorielle et la reconnaissance des formes et travaux du Laboratoire de statistique de l'Université de Paris 6. T. 2: l'analyse des correspondances). Dunod: Paris.
12. Berthouex PM, Brown LC (2002) Statistics for environmental engineers. CRC Press, Boca Raton.
13. Cerejeira MJ (1993) Estudo da distribuição e destino final dos pesticidas no ambiente numa abordagem integrada. Caso da atrazina na Zona Agrária da Chamusca. Ph. D. Dissertation, Technical University of Lisbon.
14. Cerejeira MJ, Silva-Fernandes A, Bacci E, Matos J (1995a) Atrazine and nitrates in the drinking ground water of the Chamusca agricultural area (Portugal). Toxicol Environ Chem 51(1): 153-160.
15. Cerejeira MJ, Silva-Fernandes A, Viana P, Bacci E (1995b) Atrazine and nitrate levels in the ground water of irrigation wells in the agricultural area of Chamusca (Portugal). Toxicol Environ Chem 49(1): 123-128.
16. Cerejeira MJ, Silva E, Batista S, Trancoso A, Centeno MSL, Silva-Fernandes A (2000) Simazine, metribuzine and nitrates in ground water of agricultural areas of Portugal. Toxicol Environ Chem 75(3): 245-253.
17. Cerejeira MJ, Viana P, Batista S, Pereira T, Silva E, Valério MJ, Silva A, Ferreira M, Silva-Fernandes AM (2003) Pesticides in Portuguese surface and ground waters. Water Res 37(5): 1055-1063.
18. CIS (2009) Common implementation strategy for the water framework directive (2000/60/EC). Technical report-2009-026, guidance document no. 18 guidance on groundwater status and trend assessment. Office for Official Publications of the European Communities: Luxembourg http://ec. europa. eu/environment/water/water-framework/groundwater/scienc_tec/cis/pdf/gw_trend_assessment. pdf. Accessed 30 September 2011.
19. EC (2000) Directive 2000/60/EC of the European Parliament and of the Council of 23 October 2000, establishing a framework for community action in the field of water policy. Official Journal L 327 of 22. 12. 2001, pp. 0001-0073.
20. EC (2002) Commission decision 2002/657/EC implementing Council Directive 96/23/EC concerning the performance of analytical methods and the interpretation of results. Official Journal L 221 of 17. 08. 2002, pp 8-36.
21. EC (2006) Directive 2006/118/EC of the European Parliament and of the Council of 12 December 2006 on the protection of groundwater against pollution and deterioration. Official Journal L 372 of 27. 12. 2006, pp. 19-31.
22. EEC (1991a) Council Directive 91/414/EEC of 15 July 1991 concerning the placing of plant protection products on the market. Official Journal L 230 of 19. 8. 1991, pp 1-32.
23. EEC (1991b) Council Directive 91/676/EEC of 12 December 1991 concerning the protection of waters against pollution caused by nitrates from agricultural sources. Official Journal L 375 of 31. 12. 1991, pp 1-8.
24. EFSA (2010) European Food Safety Authority. Management of left-censored data in dietary exposure assessment of chemical substances. EFSA Journal 8(3): 1557.
25. Europa (2011) Summaries of EU legislation. Protection of groundwater against pollution. http://europa. eu/legislation_summaries/environment/water_protection_management/l28139_en. htm. Accessed 30 September 2011.
26. Farnham IM, Singh AK, Stetzenbach KJ, Johannesson KH (2002) Treatment of nondetects in multivariate analysis of groundwater geochemistry data. Chemometr Intell Lab 60(1-2): 265-281.
27. Fielding M, Barceló D, Helweg SA, Galassi S, Torstensson L, van Zoonen P, Wolter R, Angeletti G (1991) Pesticides in ground and drinking water. Water Pollution Research Report, 27, Commission of the European Communities: Brussels, Belgium.
28. FOOTPRINT (2011) The FOOTPRINT pesticide properties database. http://sitem. herts. ac. uk/aeru/footprint/. Accessed 30 September 2011.
29. Funari E et al (1995) Occurrence in groundwater and use of pesticides. In: Vighi M, Funari E (eds) Pesticide risk in groundwater. CRC, Boca Raton, pp 3-44.
30. Gibbons RD, Coleman DE (2001) Statistical methods for detection and quantification of environmental contamination. Wiley, New York.
31. Gibbons RD, Bhaumik DK, Aryal V (2009) Statistical methods for groundwater monitoring-second edition. Wiley, New Jersey.
32. Gilbert RO (1987) Statistical methods for environmental pollution monitoring. Wiley, New York.
33. Greenacre MJ (1984) Theory and applications of correspondence analysis. Academic, London.
34. Greenacre M (2005) From correspondence analysis to multiple and joint correspondence analysis. In: Economics Working Papers 883, Department of Economics and Business, Universitat Pompeu Fabra.
35. Greenacre MJ (2007) Interdisciplinary statistics. Correspondence analysis in practice-second edition. Chapman & Hall, Boca Raton.
36. Greenacre MJ (2010) Correspondence analysis. Wiley Interdiscip Rev Comput Stat 2(5): 613-619.
37. Guéguin M, Roux E, Hernández Al, Porée F, Mabo P, Graindorge L, Carrault G (2007) Clustering follow-up time-series recorded by cardiac implantable devices. Conf. Proc. IEEE Eng Med Biol Soc: 3848-3851.
38. Gustafson DI (1989) Groundwater ubiquity score: a simple method for assessing pesticide leachability. Environ Toxicol Chem 8(4): 339-357.
39. Helsel DR (1990) Less than obvious-statistical treatment of data below the detection limit. Environ Sci Technol 24(12): 1766-1774.
40. Helsel DR (2005) More than obvious: better methods for interpreting nondetect data. Environ Sci Technol 39(20): 419A-423A.
41. Helsel DR, Hirsch RM (1992) Statistical methods in water resources. Elsevier Science Publishers, Amsterdam.
42. Hornsby AG, Wauchope RD, Herner AE (1996) Pesticide properties in the environment. Springer, New York.
43. Jaskulké E et al (1999) Evaluation of pesticide residues in water. In: Brooks GT, Roberts TR (eds) Pesticide chemistry and bioscience. The food-environment challenge. The Royal Society of Chemistry, Cambridge, pp 368-385.
44. Kolpin DW, Barbash JE, Gilliom RJ (1998) Occurrence of pesticides in shallow groundwater of the United States: initial results from the national water-quality assessment program. Environ Sci Technol 32(5): 558-566.
45. Liu S, Lu J-C, Kolpin DW, Meeker WQ (1997) Analysis of environmental data with censored observations. Environ Sci Technol 31(12): 3358-3362.
46. Lobo Ferreira JPC, Oliveira MM (1995) Caracterização dos recursos hídricos subterrâneos e mapeamento DRASTIC da vulnerabilidade dos aquíferos de Portugal. In: Lobo Ferreira JPC, Oliveira MM, Ciabatti P (eds) Desenvolvimento de um inventário das águas subterrâneas de Portugal, LNEC, DH, GIAS: Lisbon, pp I. 7-I. 315.
47. Mackay D (2001) Multimedia environmental models: the fugacity approach-second edition. Lewis Publishers, Boca Raton.
48. Mendes MP, Ribeiro L (2010) Nitrate probability mapping in the northern aquifer alluvial system of the river Tagus (Portugal) using Disjunctive Kriging. Sci Total Environ 408(5): 1021-1034.
49. Navarro A, Tauler R, Lacorte S, Barceló D (2010) Occurrence and transport of pesticides and alkylphenols in water samples along the Ebro River Basin. J Hydrol 383(1-2): 18-29.
50. Nenadić O, Greenacre M (2007) Correspondence analysis in R, with two- and three-dimensional graphics: the ca package. J Stat Softw 20(3).
51. Paralta EA, Oliveira MM, Batista SB, Francés AP, Ribeiro LF, Cerejeira MJ (2001) Aplicação de SIG na avaliação da vulnerabilidade aquífera e cartografia da contaminação agrícola por pesticidas e nitratos na região do Ribatejo. In: Paper presented at the Seminário sobre a Hidroinformática em Portugal, Lisbon, Portugal, 15-16 November.
52. RGA (2011) Recenseamento Geral da Agricultura. Principais Resultados - Ribatejo e Oeste. www. ine. pt. Accessed 30 September 2011.
53. Scheidleder A, Grath J, Winkler G, Strk U, Koreimann C, Gmeiner C, Nixon S, Casillas J, Leonard J, Elvira M, Lack TJ (1999) Groundwater quality and quantity in Europe. European Environmental Agency, Copenhagen.
54. Silva E, Batista S, Viana P, Antunes P, Serôdio L, Cardoso AT, Cerejeira MJ (2006) Pesticides and nitrates in groundwater from oriziculture areas of the 'Baixo Sado' region (Portugal). Int J Environ An Ch 86(13): 955-972.
55. Silva E, Batista S, Caetano L, Cerejeira MJ, Chaves M, Jacobsen S-E (2011) Integrated approach for the quality assessment of freshwater resources in a vineyard area (South Portugal). Environ Monit Assess 176(1-4): 331-341.
56. Tomlin CDC (ed) (2006) The Pesticide Manual, 14th edn. BCPC, Hampshire.
57. Travis CC, Land ML (1990) Estimating the mean of data sets with nondetectable values. Environ Sci Technol 24(7): 961-962.
58. van der Schriek T, Passmore DG, Rolão J, Stevenson AC (2007) Estuarine-fluvial floodplain formation in the Holocene Lower Tagus valley (Central Portugal) and implications for Quaternary fluvial system evolution. Quat Sci Rev 26(22-24): 2937-2957.