TECHNICAL PAPERS
Mar 1, 1994

Statistical Techniques for Assessing Water‐Quality Effects of BMPs

Publication: Journal of Irrigation and Drainage Engineering
Volume 120, Issue 2

Abstract

Little has been published on the effectiveness of various management practices in small rural lakes and streams at the watershed scale. In this study, statistical techniques were used to test for changes in water‐quality data from watersheds where best management practices (BMPs) were implemented. Reductions in data variability due to climate and seasonality were accomplished through the use of regression methods. This study discusses the merits of using storm‐mass‐transport data as a means of improving the ability to detect BMP effects on stream‐water quality. Statistical techniques were applied to suspended‐sediment records from three rural watersheds in Illinois for the period 1981–84. None of the techniques identified changes in suspended sediment, primarily because of the small degree of BMP implementation and because of potential errors introduced through the estimation of storm‐mass transport. A Monte Carlo sensitivity analysis was used to determine the level of discrete change that could be detected for each watershed. In all cases, the use of regressions improved the ability to detect trends.

Get full access to this article

View all available purchase options and get full access to this article.

References

1.
Alexander, R. B., and Smith, R. A. (1988). “Trends in lead concentration in major U.S. rivers and their relation to historical changes in gasoline‐lead consumption.” Water Resour. Bull., 24(3), 557–569.
2.
Beale, E. M. L. (1962). “Some uses of computers in operational research.” Ind. Organ., 31, 27–28.
3.
Berryman, D., Bobee, B., Cluis, C., and Haemmerli, J. (1988). “Nonparametric tests for trend detection in water quality time series.” Water Resour. Bull., 24(3), 545–556.
4.
Conover, W. J. (1980). Practical nonparametric statistics. 2nd Ed., John Wiley & Sons, New York, N.Y.
5.
Dickey, E. C., and Vanderholm, D. H. (1981). “Vegetative filter treatment of livestock feedlot runoff.” J. Envir. Quality, 10(3), 279–284.
6.
Dolan, D. M., Yui, A. K., and Geist, R. D. (1981). “Evaluation of river load estimation methods for total phosphorus.” J. Great Lakes Res., 7(3), 207–214.
7.
Fausey, N. R., Edwards, W. M., Owens, L. B., and White, R. K. (1988). “Subsurface drained infiltration beds for feedlot runoff management.” Trans., American Society of Agricultural Engineers, 31(1), 98–101.
8.
Hirsch, R. M. (1988). “Statistical methods and sampling design for estimating step trends in surface‐water quality.” Water Resour. Bull., 24(3), 493–503.
9.
Hirsch, R. M., Alexander, R. B., and Smith, R. A. (1991). “Selection of methods for the detection and estimation of trends in water quality.” Water Resour. Res., 27(5), 803–813.
10.
Hirsch, R. M., and Slack, J. R. (1984). “A nonparametric trend test for seasonal data with serial dependence.” Water Resour. Res., 20(6), 727–732.
11.
Hirsch, R. M., Slack, J. R., and Smith, R. A. (1982). “Techniques of trend analysis for monthly water quality data.” Water Resour. Res., 18(1), 107–121.
12.
Hodges, J. L. Jr., and Lehmann, E. L. (1963). “Estimates of location based on rank tests.” Ann. Math. Statistics, 34, 598–611.
13.
Iman, R. L., and Conover, W. J. (1983). A modern approach to statistics. John Wiley and Sons, New York, N.Y.
14.
Johnson, H. P., Baker, J. L., Shrader, W. D., and Laflen, J. M. (1979). “Tillage system effects on sediment and nutrients in runoff from small watersheds.” Trans., American Society of Agricultural Engineers, 22, 1110–1114.
15.
Kelly, M. H., and Davenport, T. E. (1986). “Water resource data and trend analysis for the Highland Silver Lake comprehensive monitoring and evaluation project, Madison County, Illinois, Phase 4.” Report IEPA/WPC/86‐001, U.S. Envir. Protection Agency, Springfield, Ill.
16.
Lettenmaier, D. P. (1976). “Detection of trends in water quality data from records with dependent observations.” Water Resour. Res., 12(5), 1037–1046.
17.
Mickelson, S. K., Baker, J. L., and Laflen, J. M. (1983). “Managing corn residue to control soil and nutrient losses.” Paper No. 83‐2161, Am. Soc. of Agric. Engrs., St. Joseph, Mich.
18.
Porterfield, G. (1972). “Computation of fluvial‐sediment discharge.” Techniques of water‐resources investigations, Book 3. U.S. Geological Survey, Washington, D.C.
19.
Reckhow, K., and Stow, C. (1990). “Monitoring design and data analysis for trend detection.” Lake and Reservoir Mgmt., 6(1), 49–60.
20.
Richards, R. P. (1989). “Evaluation of some approaches for estimating non‐point pollution loads for unmonitored areas. Water Resour. Bull., 25(4), 891–904.
21.
Smith, R. A., and Alexander, R. B. (1983). “A statistical summary of data from the U.S. Geological Survey's national water quality networks.” Open‐File Report 83‐533, U.S. Geological Survey, Washington, D.C.
22.
Smith, R. A., Alexander, R. B., and Wolman, M. G. (1987). “Water‐quality trends in the Nation's rivers.” Sci., 235, 1607–1615.
23.
Smith, R. A., Hirsch, R. M., and Slack, J. R. (1982). “A study of trends in total phosphorus measurements at NASQAN stations.” Water‐Supply Paper 2190, U.S. Geological Survey, Washington, D.C.
24.
Smolen, M. D., Humenik, F. J., Brichford, S. L., Spooner, J., Lanier, A., Bennett, T. B., Coffey, S. W., and Adler, K. J. (1989). “NWQEP 1988 annual report—Status of agricultural nonpoint source projects.” Report 506/9‐89/002, U.S. Envir. Protection Agency, Washington, D.C.
25.
Spooner, J., Jamieson, C. J., Maas, R. P., and Smolen, M. D. (1987). “Determining statistically significant changes in water pollutant concentrations.” Lake and Reservoir Mgmt., 3, 195–201.
26.
Wischmeier, W. H., and Smith, D. D. (1978). “Predicting rainfall erosion losses—A guide to conservation planning.” Handbook 537, U.S. Dept. of Agric., Washington, D.C.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 120Issue 2March 1994
Pages: 334 - 347

History

Received: Dec 22, 1992
Published online: Mar 1, 1994
Published in print: Mar 1994

Permissions

Request permissions for this article.

Authors

Affiliations

John F. Walker, Associate Member, ASCE
Res. Hydrologist, U.S. Geol. Survey, Water Resour. Div., 6417 Normandy Lane, Madison, WI 53719‐1133

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share