Pedotransfer functions for isoproturon sorption on soils and vadose zone materials

Pest Management Science

Volumn 67, Issue 10, 2011, Pages 1309-1319

  Moeys, Julien ^a   Bergheaud, Valérie ^b   Coquet, Yves ^c  

^a SWEDISH UNIVERSITY OF AGRICULTURAL SCIENCES   (Sweden)

^b CEMAGREF   (France)

^c UMR 1402 ECOSYS   (France)

Author keywords

Bootstrap; Partial least squares regression; Pesticide; Risk assessment

Indexed keywords

CARBANILAMIDE DERIVATIVE; HERBICIDE; ISOPROTURON;

BENCHMARKING; BOOTSTRAPPING; CALIBRATION; DATA SET; DATABASE; ESTIMATION METHOD; GROUNDWATER; ISOPROTURON; LEAST SQUARES METHOD; NUMERICAL MODEL; ORGANIC CARBON; PEDOTRANSFER FUNCTION; PH; POLLUTANT TRANSPORT; PREDICTION; RISK ASSESSMENT; SOIL ORGANIC MATTER; SOIL PROPERTY; SORPTION; SURFACE WATER; VADOSE ZONE;

ABSORPTION; ARTICLE; CHEMICAL MODEL; CHEMISTRY; SOIL; SOIL POLLUTANT; STATISTICAL MODEL;

ABSORPTION; HERBICIDES; MODELS, CHEMICAL; MODELS, STATISTICAL; PHENYLUREA COMPOUNDS; SOIL; SOIL POLLUTANTS;

EID: 80052438789     PISSN: 1526498X     EISSN: 15264998     Source Type: Journal    
DOI: 10.1002/ps.2187     Document Type: Article

References (54)

1. Official Journal of the European Communities (OJEC), 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, 22.12.2000, L 327/1, p. 72 (2002).
2. Commission of the European Communities (CEC), Proposal for a Directive of the European Parliament and of The Council establishing a framework for Community action to achieve a sustainable use of pesticides (presented by the Commission), Brussels, 12.7.2006, COM 373 final 2006/0132 (COD), p. 43 (2006).
3. Dubus IG, Brown CD and Beulke S, Sensitivity analyses for four pesticide leaching models. Pest Manag Sci 59: 962-982 (2003).
4. The Pesticide Properties Database (PPDB). [Online]. Funded by UK national sources and the EU-funded FOOTPRINT project (FP6-SSP-022704). Agriculture and Environment Research Unit (AERU), University of Hertfordshire (2009). Available: [15 July 2009].
5. Service de l'Observation et des Statistiques-Commissariat Général au Développement Durable, Les pesticides dans les milieux aquatiques. Données 2007, p. 50 (2010).
6. Sturm S and Kiefer J, Befunde von Pflanzenschutzmitteln in Grundwässern Deutschlands, in Grundwasserdatenbank Wasserversorgung: Jahresbericht 2006. [Online]. Ergebnisse der Beprobung (2006). Available: [27-April-2011].
7. Water in beeld. Landelijk Bestuurlijk Overleg Water (LBOW), p. 64 (2009).
8. Europe's environment: the third assessment. European Environment Agency (EAA), Environmental assessment report No. 10, p. 344 (2003).
9. Coquet Y and Barriuso E, Spatial variability of pesticide adsorption within the topsoil of a small agricultural catchment. Agronomie 22: 389-398 (2002).
10. Boivin A, Cherrier R and Schiavon M, A comparison of five pesticides adsorption and desorption processes in thirteen contrasting field soils. Chemosphere 61: 668-676 (2005).
11. Weber JB, Wilkerson GG and Reinhardt CF, Calculating pesticide sorption coefficients (Kd) using selected soil properties. Chemosphere 55: 157-166 (2004).
12. Wauchope RD, Yeh S, Linders JBHJ, Kloskowski R, Tanaka K, Rubin B, Katayama A, Kördel W, Gerstl Z, Lane M and Unsworth JB, Pesticide soil sorption parameters: theory, measurement, uses, limitations and reliability. Pest Manag Sci 58: 419-445 (2002).
13. Worrall F, Parker A, Rae JE and Johnson AC, Equilibrium adsorption of isoproturon on soil and pure clays. Eur J Soil Sci 47: 265-272 (1996).
14. Coquet Y, Ribière C and Vachier P, Pesticide adsorption in the vadose zone: a case study on Eocene and Quaternary materials in northern France. Pest Manag Sci 60: 992-1000 (2004).
15. Bending GD and Rodriguez-Cruz MS, Microbial aspects of the interaction between soil depth and biodegradation of the herbicide isoproturon. Chemosphere 66: 664-671 (2007).
16. Ertli T, Marton A and Földényi R, Effect of pH and the role of organic matter in the adsorption of isoproturon on soils. Chemosphere 57: 771-779 (2004).
17. SANCO, Review report for the active substance isoproturon. 3045/99-final, European Commission, Health and Consumer Protection Directorate General, Directorate E-Food Safety: plant health, animal health and welfare, international questions, E1 Plant health, p. 32 (2002).
18. AGRITOX-Base de Données sur les Substances Actives Phytopharmaceutiques. [Online]. Afssa-Direction du Végétal et de l'Environnement (2009). Available: [28-Apr-2011].
19. Pantani OL, Dousset S, Schiavon M and Fusi P, Adsorption of isoproturon on homoionic clays. Chemosphere 35: 2619-2626 (1997).
20. Clausen L, Fabricius I and Madsen L, Adsorption of pesticides onto quartz, calcite, kaolinite, and alpha-alumina. J Environ Qual 30: 846-857 (2001).
21. Clausen L and Fabricius I, Atrazine, isoproturon, mecoprop, 2, 4-D, and bentazone adsorption onto iron oxides. J Environ Qual 30: 858-869 (2001).
22. Madrigal I, Benoit P, Barriuso E, Etiévant V, Souiller C, Réal B, et al, Capacités de stockage et d'épuration des sols de dispositifs enherbés vis-à-vis des produits phytosanitaires Deuxième partie: Propriétés de rétention de deux herbicides, l'isoproturon et le diflufénicanil dans différents sols de bandes enherbées. Étude et Gestion des Sols 9: 287-302 (2002).
23. Nemes A, Wösten JHM, Lilly A and Oude Voshaar JH, Evaluation of different procedures to interpolate particle-size distributions to achieve compatibility within soil databases. Geoderma 90: 187-202 (1999).
24. Wold S, Sjöström M and Eriksson L, PLS-regression: a basic tool of chemometrics. Chemometrics Intell Lab Syst 58: 109-130 (2001).
25. Mevik B-H and Wehrens R, The pls package: principal component and partial least squares regression in R. J Statist Software 18:(2007).
26. R: A Language and Environment for Statistical Computing. R Development Core Team, University of Auckland, New Zealand (2009).
27. Hesterberg T, Moore DS, Monaghan S, Clipson A and Epstein R, Bootstrap methods and permutation tests, in Introduction to the Practice of Statistics, 5th edition, ed. by Moore DS and McCabe GP. Harcourt Brace, Orlando, FL (1993).
28. Henderson AR, The bootstrap: a technique for data-driven statistics. Using computer-intensive analyses to explore experimental data. Clin Chim Acta 359: 1-26 (2005).
29. Wehrens R, Putter H and Buydens LMC, The bootstrap: a tutorial. Chemometrics Intell Lab Syst 54: 35-52 (2000).
30. Baker L and Ellison D, The wisdom of crowds-ensembles and modules in environmental modelling. Geoderma 147: 1-7 (2008).
31. Minasny B and McBratney AB, Estimating the water retention shape parameter from sand and clay content. Soil Sci Soc Am J 71: 1105-1110 (2007).
32. Serneels S, Croux C, Filzmoser P and Van Espen PJ, Partial robust M-regression. Chemometrics Intell Lab Syst 79: 55-64 (2005).
33. Roberts TR, Metabolic Pathways of Agrochemicals. Part 1: Herbicides and Plant Growth Regulators. The Royal Society of Chemistry, Cambridge, UK (1998).
34. Boesten JJTI, Sensitivity analysis of a mathematical model for pesticide leaching to groundwater. Pestic Sci 31: 375-388 (1991).
35. Cheviron B and Coquet Y, Sensitivity analysis of transient-MIM HYDRUS-1D: case study related to pesticide fate in soils. Vadose Zone J 8: 1064-1079 (2009).
36. Tranter G, McBratney AB and Minasny B, Using distance metrics to determine the appropriate domain of pedotransfer function predictions. Geoderma 149: 421-425 (2009).
37. Cook RD, Influential observations in linear regression. J Am Statist Ass 74: 169-174 (1979).
38. Besse-Hoggan P, Alekseeva T, Sancelme M, Delort A-M and Forano C, Atrazine biodegradation modulated by clays and clay/humic acid complexes. Environ Pollut 157: 2837-2844 (2009).
39. Kah M and Brown CD, Prediction of the adsorption of ionizable pesticides in soils. J Agric Food Chem 55: 2312-2322 (2007).
40. Moeys J, Variabilité spatiale et déterminismes agro-pédologiques du devenir d'un herbicide dans l'horizon de surface-Application au cas de l'isoproturon dans un secteur agricole de Beauce chartraine. Thèse de Doctorat, AgroParisTech, Paris, France, p. 273 (2007).
41. Coquet Y, Variation of pesticide sorption isotherm in soil at the catchment scale. Pest Manag Sci 59: 69-78 (2003).
42. Spark KM and Swift RS, Effect of soil composition and dissolved organic matter on pesticide sorption. Sci Total Environ 298: 147-161 (2002).
43. Cooke CM, Shaw G and Collins CD, Determination of solid-liquid partition coefficients (Kd) for the herbicides isoproturon and trifluralin in five UK agricultural soils. Environ Pollut 132: 541-552 (2004).
44. Vincent A, Benoit P, Pot V, Madrigal I, Delgado-Moreno L and Labat C, Impact of different land uses on the migration of two herbicides in a silt loam soil: unsaturated soil column displacement studies. Eur J Soil Sci 58: 320-328 (2007).
45. Walker A, Jurado-Exposito M, Bending GD and Smith VJR, Spatial variability in the degradation rate of isoproturon in soil. Environ Pollut 111: 407-415 (2001).
46. Nemeth-Konda L, Füleky G, Morovjan G and Csokan P, Sorption behaviour of acetochlor, atrazine, carbendazim, diazinon, imidacloprid and isoproturon on Hungarian agricultural soil. Chemosphere 48: 545-552 (2002).
47. Elkhattabi K, Bouhaouss A, Perrin-Ganier C and Schiavon M, Fate of isoproturon in two Moroccan soils. Agronomie 24: 177-183 (2004).
48. Pedersen HJ, Kudsk P and Helweg A, Adsorption and ED50 values of five soil-applied herbicides. Pestic Sci 44: 131-136 (1995).
49. Singh N, Kloeppel H and Klein W, Sorption behavior of metolachlor, isoproturon, and terbuthylazine in soils. J Environ Sci Health Part B: Pestic Food Contam Agric Wastes 36: 397-407 (2001).
50. Walker A, Turner IJ, Cullington JE and Welch SJ, Aspects of the adsorption and degradation of isoproturon in a heavy clay soil. Soil Use Manag 15: 9-13 (1999).
51. Almvik M, Eklo OM, Bolli R, Thorstensen CW and Lode O, Degradation and dissipation studies of isoproturon and metalaxyl in two soils from Norway, in Pesticide in Air, Plant, Soil and Water System. Proceedings of the XII Pesticide Chemistry Symposium, Piacenza, Italy, 4-6 June 2003. La Goliardica Pavese s.r.l., Pavia, Italy, pp. 7-15 (2003).
52. Giupponi C, Bonaiuti G, Capri E, Errera G and Trevisan M, Effects of alternative soil tillage systems on the degradation and sorption of herbicides, in The Environmental Fate of Xenobiotics. Proceedings of the 10th Pesticide Chemistry Symposium, Castelnuovo Fogliani, Piacenza, Italy, 30 September-2 October 1996. Facolta di Agraria, Universita Cattolica del Sacro Cuore, Piacenza, Italy, pp. 151-161 (1996).
53. Larsbo M, Stenström J, Etana A, Börjesson E and Jarvis NJ, Herbicide sorption, degradation, and leaching in three Swedish soils under long-term conventional and reduced tillage. Soil Tillage Res 105: 200-208 (2009).
54. Folberth C, Suhadolc M, Scherb H, Munch JC and Schroll R, Batch experiments versus soil pore water extraction-what makes the difference in isoproturon (bio)availability? Chemosphere 77: 756-763 (2009).