Abstract
Continued public support for U.S. taxpayer funded programs aimed at reducing agricultural pollutants depends on clear demonstrations of water quality improvements. The objective of this research was to determine if implementation of agricultural best management practices (BMPs) in the Goodwater Creek Experimental Watershed (GCEW) resulted in changes to atrazine and nitrate (NO3–N) loads during storm events. An additional objective was to estimate future monitoring periods necessary to detect a 5, 10, 20, and 25% reduction in atrazine and NO3–N event load. The GCEW is a 73 km2 watershed located in northcentral Missouri, USA. Linear regressions and Akaike Information Criteria were used to determine if reductions in atrazine and NO3–N event loads occurred as BMPs were implemented. No effects due to any BMP type were indicated for the period of record. Further investigation of event sampling from the long-term GCEW monitoring program indicated errors in atrazine load calculations may be possible due to pre-existing minimum threshold levels used to trigger autosampling and sample compositing. Variation of event loads was better explained by linear regressions for NO3–N than for atrazine. Decommissioning of upstream monitoring stations during the study period represented a missed opportunity to further explain variation of event loads at the watershed outlet. Atrazine requires approximately twice the monitoring period relative to NO3–N to detect future reductions in event load. Appropriate matching of pollutant transport mechanisms with autosampling protocols remains a critical information need when setting up or adapting watershed monitoring networks aimed at detecting watershed-scale BMP effects.
Similar content being viewed by others
References
Baer JU, Anderson SH (1997) Landscape effects on desiccation cracking in an Aqualf. Soil Science Society of America Journal 61:1497–1502
Baffaut C, Sadler EJ, Lerch RN, Kitchen NR (2009) Nutrient sources and transport from the goodwater creek experimental watershed. In: Paper no. 097150. 2009 Annual meeting of the American Society of Agricultural and Biological Engineers, Reno, Nevada
Bishop PL, Hively WD, Stedinger JR, Rafferty MR, Lojpersberger JL, Bloomfield JA (2005) Multivariate analysis of paired watershed data to evaluate agricultural best management practice effects on stream water phosphorus. Journal of Environmental Quality 34:1087–1101
Blanchard PE, Lerch RN (2000) Watershed vulnerability to losses of agricultural chemicals: interactions of chemistry, hydrology, and land use. Environmental Science and Technology 34:3315–3322
Blanco-Canqui H, Gantzer CJ, Anderson SH, Alberts EE, Ghidey F (2002) Saturated hydraulic conductivity and its impact on simulated runoff for claypan soils. Soil Science Society of America Journal 66:1596–1602
Blanco-Canqui H, Gantzer CJ, Anderson SH, Alberts EE (2004a) Grass barriers for reduced concentrated flow induced soil and nutrient loss. Soil Science Society of America Journal 68:1963–1972
Blanco-Canqui H, Gantzer CJ, Anderson SH, Alberts EE, Thompson AL (2004b) Grass barrier and vegetative filter strip effectiveness in reducing runoff, sediment, nitrogen, and phosphorus loss. Soil Science Society of America Journal 68:1670–1678
Blevins DW, Wilkison DH, Kelly BP, Silva SR (1996) Movement of nitrate fertilizer to glacial till and runoff from a claypan soil. Journal of Environmental Quality 25:584–593
Bockhold A, Thompson AL, Baffaut C, Sadler EJ (2006) Evaluating BMPs in a claypan watershed. In: Paper no. 062114. 2006 ASABE annual international meeting, Portland, OR
Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach, 2nd edn. Springer, New York
Capel PD, Larson SJ, Winterstein TA (2001) The behavior of 39 pesticides in surface waters as a functions of scale. Hydrological Processes 15:1251–1269
Caughlan L, Oakley KL (2001) Cost considerations for long-term ecological monitoring. Ecological Indicators 1:123–134
Davie DK, Lant CL (1994) The effect of CRP enrollment loads in two southern Illinois streams. Journal of Soil and Water Conservation 49:407–412
Donald WW, Hjelmfelt AT, Alberts EE (1998) Herbicide distribution and variability across Goodwater Creek watershed in North Central Missouri. Journal of Environmental Quality 27:999–1009
Doolittle JA, Sudduth KA, Kitchen NR, Indorante SJ (1994) Estimating depths to claypans using electromagnetic methods. Journal of Soil and Water Conservation 49:572–575
Dripchak MM (1992) Associative relationships between moments of rainstorms and the corresponding hydrographs. Master’s thesis. University of Arizona, Tuscon
Duriancik LF, Bucks D, Dobrowolski JP, Drewes T, Eckles SD, Jolley L, Kellogg RL, Lund D, Makuch JR, O’Neill MP, Rewa CA, Walbridge MR, Parry R, Weltz MA (2008) The first five years of the Conservation Effects Assessment Project. Journal of the Soil and Water Conservation Society 63:185A–197A
Edwards DR, Daniel TC, Scott HD, Murdoch JF, Habiger MJ, Burks HM (1996) Stream quality impacts of best management practices in a northwestern Arkansas basin. Water Resources Bulletin 32:499–509
Feyereisen GW, Lowrance R, Strickland TC, Bosch DD, Sheridan JM (2008) Long-term stream chemistry trends in southern Georgia Little River Experimental Watershed. Journal of Soil and Water Conservation 63:475–485
Fields CL, Liu H, Langel RJ, Seigley LS, Wilton TF, Nalley GM, Schueller MD, Birmingham MW, Wunder G, Polton V, Sterner V, Tisl J, Palas E (2005) Sny Magill nonpoint source pollution monitoring project: final report. Iowa Geological Survey, Iowa City
Galeone DG (1999) Calibration of paired basins prior to streambank fencing of pasture land. Journal on Environmental Quality 28:1853–1863
Ghidey F, Alberts EE (1998) Runoff and soil losses as affected by corn and soybean tillage systems. Journal of Soil and Water Conservation 53:64–70
Ghidey F, Blanchard PE, Lerch RN, Kitchen NR, Sadler EJ (2005) Measurement and simulation of herbicide transport from the corn phase of three cropping systems. Journal of Soil and Water Conservation 60:260–273
Grabow GL, Lombardo LA, Line DE, Spooner J (1999a) Detecting water quality improvement as BMP effectiveness changes over time: use of SAS for trend analysis. NWQEP Notes: The NCSU Water Quality Group Newsletter 95:1–11
Grabow GL, Spooner J, Lombardo LA, Line DE (1999b) Detecting water quality changes before and after BMP implementation: use of SAS for statistical analysis. NWQEP Notes: The NCSU Water Quality Group Newsletter 93:1–11
Gregory JM (1982) Time of concentration determination for small watersheds. Transactions of the American Society of Agricultural Engineers 25:686–688
Harmel RD, King KW, Torbert HA (2002) Minimum flow considerations for automated storm sampling on small watersheds. Texas Journal of Science 54:177–188
Heidenreich LK, Vance SJ (1994) Goodwater creek watershed crop history 1990-1993. Research report no. 12, Center for Agricultural, Resource and Environmental Systems, Columbia
Hewlett JD, Hibbert AR (1967) Factors affecting the response of small watersheds to precipitation in humid areas. In: Sopper WE, Lull HW (eds) Proceeding of the international symposium on forest hydrology. Pergamon Press, Pennsylvania State University, pp 275–290
Hjelmfelt A, Wang M (1999) Modeling hydrologic and water quality responses to grass waterways. Journal of Hydrologic Engineering 4:251–256
Hyer KE, Hornberger GM, Herman JS (2001) Processes controlling the episodic transport of atrazine and other agrichemicals in an agricultural watershed. Journal of Hydrology 254:27–66
Jamison VC, Peters DB (1967) Slope length of claypan soils affects runoff. Water Resources Research 3:471–480
Jaynes DB, Hatfield JL, Meek DW (1999) Water quality in Walnut Creek Watershed: herbicides and nitrate in surface waters. Journal of Environmental Quality 28:45–59
Jiang P, Anderson SH, Kitchen NR, Sadler EJ, Sudduth KA (2007) Landscape and conservation management effects on hydraulic properties of a claypan-soil toposequence. Soil Science Society of America Journal 71:803–811
King KW, Smiley PC, Baker BJ, Fausey NR (2008) Validation of paired watersheds for assessing conservation practices in the Upper Big Walnut Creek watershed, Ohio. Journal of Soil and Water Conservation 63:380–395
Kutner MH, Nachtshiem CJ, Neter J (2004) Applied linear regression models, 4th edn. McGraw-Hill Irwin, Boston
Lerch RN, Blanchard PE (2003) Watershed vulnerability to herbicide transport in northern Missouri and southern Iowa. Environmental Science and Technology 37:5518–5527
Lerch RN, Sadler EJ, Kremer RJ, Kitchen NR, Alberts EE (2007) Analysis of Herbicide transport from goodwater creek experimental watershed. Presented at the annual soil and water conservation society meeting, 21–25 July 2007, Tampa, FL
Lerch RN, Sadler EJ, Kitchen NR, Sudduth KA, Kremer RJ, Myers DB, Baffaut C, Anderson SH, Lin CH (2008) Overview of the Mark Twain Lake/Salt River Basin conservation effects assessment project. Journal of Soil and Water Conservation 63:345–359
Lin CH, Lerch RN, Garret HE, Gantzer CJ, Anderson SH (2007) Utilizing vegetative buffer strips to remove dissolved and sediment-bound atrazine, metolachlor, and glyphosphate from surface water runoff. In: Sopper WE, Lull HW (eds) Proceedings of the 10th North American Agroforestry Conference, pp 113–121
Littell RC, Milliken GA, Stroup WW, Wolfinger RD, Schabenberger O (2007) SAS for mixed models, 2nd edn. SAS Institute, Inc., Cary
Loftis JC, MacDonald LH, Street S, Iyer HK, Bunte K (2001) Detecting cumulative watershed effects: the statistical power of pairing. Journal of Hydrology 251:49–64
Longabucco P, Rafferty MR (1998) Analysis of material loading to Cannonsville Reservoir: advantages of event-based sampling. Lake & Reservoir Management 14:197–212
Maher WA, Cullen PW, Norris RH (1994) Framework for designing sampling programs. Environmental Monitoring and Assessment 30:139–162
Makarewicz JC, Lewis TW, Bosch I, Noll MR, Herendeen N, Simon RD, Zollweg J, Vodacek A (2009) The impact of agricultural best management practices on downstream systems: soil loss and nutrient chemistry and flux to Conesus Lake, New York, USA. Journal of Great Lakes Research 35:23–36
Mausbach MJ, Dedrick AR (2004) The length we go: measuring environmental benefits of conservation practices. Journal of Soil and Water Conservation 59:96A–103A
Meals DW (1996) Watershed-scale response to agricultural diffuse pollution control programs in Vermont, USA. Water Science and Technology 33:197–204
Meals DW, Hopkins RB (2002) Phosphorus reductions following riparian restoration in two agricultural watersheds in Vermont, USA. Water Science and Technology 45:51–60
Miller PS, Mohtar RH, Engel BA (2007) Water quality monitoring strategies and their effects on mass load calculations. Transactions of the American Society of Agricultural and Biological Engineers 50:817–829
Minshall NE, Jamison VC (1965) Interflow in claypan soils. Water Resources Research 1:381–390
Myers DB, Kitchen NR, Sudduth KA, Sharp RE, Miles RJ (2007) Soybean root distribution related to claypan soil properties and apparent soil electrical conductivity. Crop Science 47:1498–1509
National Academy of Sciences (1986) Soil conservation: assessing the natural resources inventory, vol 1. National Academy Press, Washington, DC
National Research Council (NRC) (2007) Mississippi River Water Quality and the Clean Water Act: Progress, Challenges, and Opportunities, Washington, DC
Ng HYF, Clegg SB (1997) Atrazine and metolachlor losses in runoff events from an agricultural watershed: the importance of runoff components. Science of the Total Environment 193:215–228
O’Donnell TK, Galat DL (2007) River enhancement in the Upper Mississippi River Basin: approaches based on river uses, alterations, and management agencies. Restoration Ecology 15:538–549
Park SW, Mostaghimi S, Cooke RA, McClellan PW (1994) BMP impacts on watershed runoff, sediment, and nutrient yields. Water Resources Bulletin 30:1011–1023
Power JF, Wiese R, Flowerday D (2001) Managing farming systems for nitrate control: a research review from Management Systems Evaluation Areas. Journal of Environmental Quality 30:1866–1880
Richards RP, Baker DB (1993) Pesticide concentration patterns in an agricultural drainage network in the Lake Erie basin. Environmental Toxicology and Chemistry 12:13–26
Richards RP, Grabow GL (2003) Detecting reductions in sediment loads associated with Ohio’s Conservation Reserve Enhancement Program. Journal of the American Water Resources Association 39:1261–1268
Richardson CW, Bucks DA, Sadler EJ (2008) The conservation effects assessment project benchmark watersheds: synthesis of preliminary findings. Journal of Soil and Water Conservation 63:591–604
Sadler EJ, Lerch RN, Alberts EE, Oster TL (2006) Long-term hydrologic database: Goodwater Creek, Missouri. In: Proceedings of the second interagency conference on research in watershed, Otto, NC
Schilling K, Zhang Y-K (2004) Baseflow contribution to nitrate-nitrogen export from a large agricultural watershed. Journal of Hydrology 295:304–316
Schmitt SJ (1999) Application of a flow source mixing model and remote sensing to the hydrology and water quality of two small watersheds in northern Missouri. Master’s thesis. University of Missouri, Columbia
Schnepf M, Cox C (2007) Environmental benefits of conservation on cropland: the status of our knowledge. Soil and Water Conservation Society, Ankeny
Soil and Water Conservation Society (SWCS) (2004) Realizing the promise of the Farm Security and Rural Investment Act of 2002: how implementation of the conservation provisions measures up. Soil and Water Conservation Society, Ankeny
Soil and Water Conservation Society Blue Ribbon Panel (SWCS) (2006) Final report from the Blue Ribbon Panel conducting an external review of the U.S. Department of Agriculture Conservation Effects Assessment Project. Soil and Water Conservation Society, Ankeny
Spooner J, Jamieson CJ, Maas RP, Smolen MD (1987) Determining statistically significant changes in water pollutant concentrations. Lake and Reservoir Management 3:195–201
Stroble RO, Robillard PD (2008) Network design for water quality monitoring of surface freshwater: a review. Journal of Environmental Management 87:639–648
Tomer MD, Moorman TB, Rossi CG (2008) Assessment of the Iowa River’s South Fork watershed: Part 1. Water quality. Journal of Soil and Water Conservation 63:360–370
Udawatta RP, Krstansky JJ, Henderson GS, Garret HE (2002) Agroforestry practices, runoff, and nutrient loss: a paired watershed comparison. Journal of Environmental Quality 31:1214–1225
Udawatta RP, Motavalli P, Garret HE (2004) Phosphorus loss and runoff characteristics in three adjacent agricultural watersheds with claypan soils. Journal of Environmental Quality 33:1709–1719
Underwood AJ (1994) Spatial and temporal problems with monitoring. In: Calow P, Petts GE (eds) The rivers handbook: hydrological and ecological principles, vol 2. Blackwell Scientific Publications, London, pp 101–123
U.S. Department of Agriculture Farm Service Agency (USDA-FSA) (2006) National agricultural imagery program. Accessed online December 1, 2007: http://www.fsa.usda.gov/FSA/apfoapp?area=home&subject=prog&topic=nai
U.S. Department of Agriculture Natural Resources Conservation Service (USDA-NRCS) (1995) Soil survey of Audrain County, Missouri. NRCS, Columbia
U.S. Department of Agriculture Natural Resources Conservation Service (USDA-NRCS) (2001) Soil survey of Boone County, Missouri. NRCS, Columbia
U.S. Department of Agriculture Natural Resources Conservation Service (USDA-NRCS) (2009) Hydric soils of the United States. USDA, Washington, DC
U.S. Environmental Protection Agency (USEPA) (1993) Paired watershed study design. EPA 841-F-93-009. USEPA, Washington, DC
U.S. Environmental Protection Agency (USEPA) (1997) Techniques for tracking, evaluating, and reporting the implementation of nonpoint source control measures: agriculture. EPA 841-B-97-010. USEPA, Washington, DC
U.S. Environmental Protection Agency (USEPA) (2003) Revised interim re-registration eligibility decision for atrazine. USEPA, Washington, DC
U.S. Environmental Protection Agency (USEPA) (2007) Protocol for atrazine ecological exposure flowing water chemical monitoring study in vulnerable watersheds. USEPA, Washington, DC
Walter T, Dosskey M, Khanna M, Miller J, Tomer M, Wiens J (2007) The science of targeting within landscapes and watersheds to improve conservation. In: Schnepf M, Cox C (eds) Managing agricultural landscapes for environmental quality: strengthening the science base. Soil and Water Conservation Society, Ankeny, pp 63–89
Wang L, Lyons J, Kanehl P (2002) Effect of watershed best management practices on habitat and fishes in Wisconsin streams. Journal of the American Water Resources Association 38:663–680
Wauchope RD (1978) The pesticide content of surface water draining from agricultural fields—a review. Journal of Environmental Quality 7:459–472
Weltz MA, Bucks D, Richardson C (2005) CEAP: right idea, right time. Agricultural Research 53:2
Wendt RC, Burwell RE (1985) Runoff and soil losses for conventional, reduced, and no-till corn. Journal of Soil and Water Conservation 40:450–454
Williams WM, Harbourt CM, Matella MK, Ball MH, Trask JR (2004) Atrazine ecological exposure flowing water chemical study in vulnerable watersheds interim report: watershed selection process. Waterborne Environmental, Inc., Leesburg
Wolf AT (1995) Rural nonpoint source pollution control in Wisconsin: the limits of a voluntary program? Water Resources Bulletin 31:1009–1022
Acknowledgments
I would like to thank Dr. George Justice, Dean of the Graduate School, University of Missouri, for continued direction and support during submission of this manuscript. I also thank Drs. Stephen H. Anderson, Professor, Department of Soil, Environmental, and Atmospheric Sciences, University of Missouri and Claire Baffaut, Hydrologist, USDA-ARS Cropping Systems and Water Quality Research Unit for advising me during completion of this component of my doctoral research. Teri Oster, USDA-ARS Cropping Systems and Water Quality Research Unit was instrumental in providing data sets necessary to complete this research. Many USDA-ARS field technicians were responsible for setup and collection of data used for this manuscript and I also thank them. I thank Dr. Chris Wilke, Department of Statistics, University of Missouri for assistance on statistical approaches employed by this research effort. Finally, I thank three anonymous reviewers who substantially improved this manuscript. Funding for this research was provided by the USDA-CSREES (now National Institute for Food and Agriculture), National Integrated Water Quality—Conservation Effects Assessment Project (CEAP) (Grant # 2005-51130-02380).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
O’Donnell, T.K. Assessing Watershed Transport of Atrazine and Nitrate to Evaluate Conservation Practice Effects and Advise Future Monitoring Strategies. Environmental Management 49, 267–284 (2012). https://doi.org/10.1007/s00267-011-9780-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00267-011-9780-7