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Estimation of streamflow, base flow, and nitrate-nitrogen loads in Iowa using multiple llinear regression models

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Year
2004

Citation

Schilling, K.E., and Wolter, C. F., 2004, Estimation of streamflow, base flow, and nitrate-nitrogen loads in Iowa using multiple llinear regression models: Journal of the American Water Resources Association, v. 41, no. 6, 14 p.

Summary

Nineteen variables, including precipitation, soils and geology, land use, and basin morphologic characteristics, were evaluated to develop Iowa regression models to predict total streamflow (Q), base flow (Qb), storm flow (Qs) and base flow percentage (%Qb) in gauged and ungauged watersheds in the state. Discharge records from a set of 33 watersheds across the state for the 1980 to 2000 period were separated into Qb and Qs. Multiple linear regression found that 75.5 percent of long term average Q was explained by rainfall, sand content, and row crop percentage variables, whereas 88.5 percent of Qb was explained by these three variables plus permeability and floodplain area variables. Qs was explained by average rainfall and %Qb was [...]

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  • National and Regional Climate Adaptation Science Centers
  • Northeast CASC

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citationTypeJournal Article
journalJournal of the American Water Resources Association
parts
typePages
value14
typeVolume
value41
typeNumber
value6

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