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A Probabilistic Screening Model for Evaluating Pyrethroid Surface Water Monitoring Data

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Abstract

Synthetic pyrethroids have been detected in recent California surface water monitoring. Filtration is avoided during sample workup because pyrethroids are extremely hydrophobic, tending to sorb to most surfaces. The resultant analytical pyrethroid concentrations reflect both dissolved pyrethroid and pyrethroid associated with suspended sediment in the water column. Such “whole-water” analytical data are not directly comparable to aquatic acute toxicity effect concentrations measured in laboratory sediment-free water. Consequently, any potential aquatic toxicity risk is indeterminate. In this study a simple probabilistic model was developed to allow a screening-level assessment of pyrethroid whole-water monitoring data. The results suggest that water column toxicity of pyrethroids is possible in California's agriculturally-dominated tributaries, and indicate that additional monitoring to better characterize pyrethroid water-column concentrations are warranted. Model refinement will depend on future work that more firmly establishes the relationship between pyrethroid partitioning and bioavailability, and that addresses the potential influence of dissolved organic carbon on pyrethroid sorption and bioavailability.

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References

  • Akkanen, J.: 2002, ‘Does Dissolved Organic Matter Matter? – Implications for Bioavailability of Organic Chemicals’, Dissertation, University of Joensuu, Joensuu, Finland.

  • Bacey, J.: 2002, ‘Preliminary Results of Study 205: Monitoring the Occurrence and Typical Concentration of Esfenvalerate and Permethrin Pyrethroids in the Sacramento and San Joaquin Watersheds, Winter 2002’, available at http://www.cdpr.ca.gov/docs/empm/pubs/memos.htm, Department of Pesticide Regulation, Sacramento, California.

  • Bacey, J., Starner, K. and Spurlock, F.: 2003, ‘Preliminary Results of Study #214: Monitoring the Occurrence and Concentration of Esfenvalerate and Permethrin Pyrethroids.’ Available at http://www.cdpr.ca.gov/docs/empm/pubs/memos.htm, Department of Pesticide Regulation, Sacramento, California.

  • Bailey, H. C., Miller, J. M., Miller, M. J., Wiborg, L. C., Deanovich, L. and Shed, T.: 1997, ‘Joint. Acute toxicity of diazinon and chlorpyrifos to Ceriodapnia dubia’, Environ. Toxicol. Chem. 16(11), 2306–2308.

    Article  Google Scholar 

  • Burkhard, L. P.: 2000, ‘Estimating dissolved organic carbon partition coefficients for nonionic organic chemicals’, Environ. Sci. Technol. 34, 4663–4668.

    Article  Google Scholar 

  • Chandler, G. T., Coull, B. C. and Davis, J. C.: 1994, ‘Sediment- and aqueous-phase fenvalerate effects on meiobenthos: Implications for sediment quality criteria development’, Marine Environ. Res. 37, 313–327.

    Article  Google Scholar 

  • Decisioneering: 2000, ‘Crystal Ball 2000, v. 5.0.’, Denver, Colorado.

  • Di Toro, D. M., Zarba, C. S., Hansen, D. J., Berry, W. J., Swartz, R. C., Cowan, C. E., Pavlou, S. P., Allen, H. E., Thomas, N. A., and Paquin, P. R.: 1991, ‘Technical basis for establishing sediment quality criteria for non-ionic organic chemicals using equilibrium partitioning’, Env. Toxicol. Chem. 10, 1541–1583.

    Google Scholar 

  • DPR, 2004, ‘Pyrethroids in the water column: Effect of suspended sediment and dissolved organic matter on acute toxicity of pyrethroids’, available at http://www.cdpr.ca.gov/docs/sw/contracts.htm Department of Pesticide Regulation, Sacramento, California.

  • Dubrovsky, N. M., Kratzer, C. R., Brown, L. R., Gronberg, J. M. and Burow, K. R.: 1998, ‘Water quality in the San Joaquin-Tulare Basins, California, 1992–1995’, Circular 1159, United States Geological Survey, Water Resources Division, Sacramento, California.

  • E.I. duPont de Nemours and Company: 2002, ‘DuPont Asana XL Insecticide: Technical bulletin’, available online at: http://www.dupont.com/ag/products/pdfs/H95335.pdf.

  • Epstein, L. and Bassein, S.: 2003, ‘Patterns of pesticide use in California and the implications for strategies for reduction of pesticides’, Annual Rev. Phytopathol. 41, 351–375.

    Article  Google Scholar 

  • Foe, C.: 1995, ‘Insecticide Concentrations and Invertebrate Bioassay Mortality in Agricultural Return Water from the San Joaquin Basin’, Technical Report, Central Valley Regional Water Quality Control Board, Sacramento, California.

  • Giddings, J. M., Solomon, K. R. and Maund, S. J.: 2001, ‘Probabilistic risk assessment of cotton pyrethroids: II. Aquatic mesocosm and field studies’, Env. Toxicol. Chem. 20, 660–668.

    Article  Google Scholar 

  • Gill, S. and Spurlock, F.: 2004, ‘Preliminary Results for Study 215: Monitoring Esfenvalerate Runoff from a Dormant Spray Application in a Glenn County Prune Orchard’, available at http://www.cdpr.ca.gov/docs/empm/pubs/memos.htm, Department of Pesticide Regulation, Sacramento, California.

  • Haitzer, M., Burnison, B. K., Hőss, S., Traunsperger, W. and Steinberg, C. E. W.: 1999, ‘Effects of quantity, quality, and contact time of dissolved organic matter on bioconcentration of benzo[a]pyrene in the nematode, Caenorhabditis elegans’, Env. Toxicol. Chem. 18, 459– 465.

    Article  Google Scholar 

  • Hastings, N. A. J. and Peacock, J. B.: 1975, Statistical Distributions, Butterworth and Co., London, p. 84.

    Google Scholar 

  • Hendley, P., Holmes, C., Kay, S., Maund, S. J., Travis, K. Z. and Zhang, M.: 2001, ‘Probabilistic risk assessment of cotton pyrethroids: III. Spatial analysis of the Mississippi, USA, cotton landscape’, Env. Toxicol. Chem. 20, 669–678.

    Article  Google Scholar 

  • Hiemenz, P. C.: 1986, Principles of Colloid and Surface Chemistry, Second edition, Marcel Dekker, New York, 535–540.

    Google Scholar 

  • Kelley, K.: 2003, ‘Monitoring Surface Waters and Sediments of the Salinas and San Joaquin River Basins for Synthetic Pyrethroid Pesticides’, available at http://www.cdpr.ca.gov/docs/empm/pubs/protocol.htm, Department of Pesticide Regulation, Sacramento, California.

  • Kollman, W. and Segawa, R.: 1995, ‘Interim Report of the Pesticide Chemistry Database’, Report EH 95–04, Environmental Monitoring Branch, Department of Pesticide Regulation.

  • Laskowski, D. A.: 2002: ‘Physical and chemical properties of pyrethroids’, Rev. Environ. Contam. Toxicol. 174, 49–170.

    PubMed  Google Scholar 

  • Lyman, W. J.: 1990, ‘Adsorption Coefficient for Soils and Sediments’, Ch. 4, Handbook of Chemical Property Estimation Methods, 3rd edn., in: W. J. Lyman, W. F. Rheel, and D. H. Rosenblatt (eds.), American Chemical Society, Washington, D.C.

  • Maund, S. J., Travis, K. Z., Hendley, P., Giddings, J. M. and Solomon, K. R.: 2001, ‘Probabilistic risk assessment of cotton pyrethroids: V. Combining landscape level exposure and ecotoxicological effects data to characterize risk’, Env. Toxicol. Chem. 20, 687–692.

    Article  Google Scholar 

  • Maund, S. J., Hamer, M. J., Mike, C. G., Farrely, E., Rapley, J. H., Goggin, U. M. and Gentle, W. E.: 2002, ‘Partitioning, bioavailability, and toxicity of the pyrethroid insecticide cypermethrin in sediments’, Environ. Toxicol. Chem. 21, 9–15.

    Article  PubMed  Google Scholar 

  • Meylan, W., Howard, P. H. and Boethling, R. S.: 1992, ‘Molecular topology/fragment contribution method for predicting soil sorption coefficients’, Environ. Sci. Technol. 26, 1560–1567.

    Article  Google Scholar 

  • Mokrey, L. E. and Hoagland, K. D.: 1991, ‘Acute toxicities of five synthetic pyrethroid insecticides to Daphnia magna and Ceriodaphnia dubia’, Env. Toxicol. and Chem. 9, 1045–1051.

    Google Scholar 

  • Montague, B.: 2002, Electronic ecotoxicity database, US EPA, Office of Pesticide Programs. Available at http://www.epa.gov/oppefed1/general/databasesdescription.htm#ecotoxicity.

  • Moran, K.: 2003, ‘Insecticide Market Trends and Potential Water Quality Implications’, Technical Report, TDC Environmental, San Mateo, California. Available at http://www.tdcenvironmental.com/Pesticides.html

  • Nowell, L. H., Capel, P. D. and Dileanis, P. D.: 1999, ‘Pesticides in Stream Sediment and Aquatic Biota: Distribution, Trends, and Governing Factors’, in: R. J. Gilliom (ed.) Ch. 4. Governing Processes, Lewis, Boca Raton, FL.

  • Pignatello, J. J. and Xing, B.: 1996, ‘Mechanisms of slow sorption of organic chemicals to natural particles’, Environ. Sci. Technol. 30, 1–10.

    Article  Google Scholar 

  • Ramos, E. U., Meijer, S. N., Vaes, W. H. J., Verhaar, H. J. M. and Hermens, J. L. M.: 1998, ‘Using solid-phase microextraction to determine partition coefficients to humic acids and bioavailable concentrations of hydrophobic chemicals’, Environ. Sci. Technol. 32, 3430–3435.

    Article  Google Scholar 

  • Ross, L. J., Stein, R., Hsu, J., White, J. and Hefner, K.: 1999, ‘Distribution and Mass Loading of Insecticides in the San Joaquin River, California, Spring 1991 and 1992’, Technical Report EH 99–01, available at http://www.cdpr.ca.gov/docs/empm/pubs/ehapreps.htm, Department Pesticide Regulation, Sacramento, California.

  • Ross, L. J., Stein, R., Hsu, J., White, J. and Hefner, K.: 2000, ‘Insecticide concentrations in the San Joaquin River Watershed, California, Summer 1991 and 1992’, Technical Report EH 00–09, available at http://www.cdpr.ca.gov/docs/empm/pubs/ehapreps.htm, Department Pesticide Regulation, Sacramento, California.

  • Rutherford, D. W., Chiou, C. T. and Kile, D. E.: 1992, ‘Influence of soil organic matter composition on the partition of organic compounds’, Environ. Sci. Technol. 26, 336–340.

    Article  Google Scholar 

  • Seth, R., Mackay, D. and Muncke, J.: 1999, ‘Estimating the organic carbon partition coefficient and its variability for hydrophobic chemicals’, Environ. Sci. Technol. 33, 2390–2394.

    Article  Google Scholar 

  • Smith, S., Reagan, T. E., Flynn, J. L. and Willis, G. H.: 1983, ‘Azinphosmethyl and fenvalerate runoff loss from a sugarcane-insect IPM system’, J. Environ. Qual. 12, 534–537.

    Google Scholar 

  • Solomon, K. R., Giddings, J. M. and Maund, S. J.: 2001, ‘Probabilistic risk assessment of cotton pyrethroids: I. Distributional analyses of laboratory aquatic toxicity data’, Env. Toxicol. Chem. 20, 652–659.

    Article  Google Scholar 

  • Spurlock, F. C.: 2002, ‘Analysis of diazinon and chlorpyrifos surface water monitoring and acute toxicity bioassay data, 1991–2001’, Technical Report EH 01–01, available at http://www.cdpr.ca.gov/docs/empm/pubs/ehapreps.htm, Department Pesticide Regulation, Sacramento, California.

  • Spurlock, F. C. and Biggar, J. W.: 1994, ‘Thermodynamics of organic chemical partition in soil: 2. Nonlinear partition of substituted phenylureas from aqueous solution’, Environ. Sci. Technol. 28, 996–1002.

    Article  Google Scholar 

  • Spurlock, F. C., Huang, K. and van Genuchten, M. Th.: 1995, ‘Isotherm nonlinearity and nonequilibrium sorption effects on transport of fenuron and monuron in soil columns’, Environ. Sci. Technol. 29, 1000–1007.

    Article  Google Scholar 

  • Syracuse Research Corporation: 2000, ‘Estimation Program Interface Suite’, available at http://www.epa.gov/opptintr/exposure/docs/episuite.htm.

  • Suffet, I. H., Jafvert, C. T., Kukkonen, J., Servos, M. R., Spacie, A., Williams, L. L. and Noblet, J. A.: 1994, ‘Synopsis of Discussion Section: Influences of Particulate and Dissolved Material on the Bioavailability of Organic Compounds’, in: Proceedings of the Thirteenth Pellston Workshop: ‘Bioavailability – Physical, Chemical, and Biological Interactions’, August 17–22, Pellston, Michigan, Ch. 3, pp. 93–108.

  • Travis, K. Z. and Hendley, P.: 2001, ‘Probabilistic risk assessment of cotton pyrethroids: IV. Landscape-level exposure characterization’, Env. Toxicol. Chem. 20, 679–686.

    Article  Google Scholar 

  • USDA-ARS: 2003, ‘Pesticide Properties Database’, available at http://www.arsusda.gov/ppdb2.html.

  • USEPA OPP: 2000, ‘Chlorpyrifos Revised Risk Assessment and Agreement with Registrants’, Fact sheet. Available at http://www.epa.gov/oppsrrd1/op/chlorpyrifos/agreement.pdf.

  • USEPA OPP: 2001, ‘Diazinon revised risk assessment and agreement with registrants’, Fact sheet, available at http://www.epa.gov/oppsrrd1/op/diazinon/agreement_jan.pdf.

  • USGS: 2004, ‘USGS Water Resources of California, National Water Quality Assessment Program’, available at http://ca.water.usgs.gov/currentprojects.html.

  • Wenning, R. J. and Ingersoll, C. G.: 2002, ‘Summary of the SETAC Pellston Workshop on use of sediment quality guidelines and related tools for the assessment of contaminated sediments’, 17–22 August, 2002; Fairmont, Montana, USA. Society of Environmental Toxicology and Chemistry, Pensacola, FL, U.S.A.

  • Xia, G. and Pignatello, J. J.: 2001, ‘Detailed sorption isotherms of polar and apolar compounds in a high-organic soil’, Environ. Sci. Technol. 35, 84–94.

    Article  PubMed  Google Scholar 

  • Zar, J. H.: 1996, Biostatistical Analysis, 3rd edition, Prentice Hall, New Jersey, pp. 282–284.

    Google Scholar 

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Authors and Affiliations

  1. Environmental Monitoring Branch, California Department of Pesticide Regulation, California, U.S.A.

    F. Spurlock, J. Bacey, K. Starner & S. Gill

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  1. F. Spurlock
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  2. J. Bacey
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  3. K. Starner
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  4. S. Gill
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Correspondence to F. Spurlock.

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Spurlock, F., Bacey, J., Starner, K. et al. A Probabilistic Screening Model for Evaluating Pyrethroid Surface Water Monitoring Data. Environ Monit Assess 109, 161–179 (2005). https://doi.org/10.1007/s10661-005-5847-3

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  • DOI: https://doi.org/10.1007/s10661-005-5847-3

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