RT Journal Article SR Electronic T1 Variability of nitrate-nitrogen load estimation results will make quantifying load reduction strategies difficult in Iowa JF Journal of Soil and Water Conservation FD Soil and Water Conservation Society SP 317 OP 325 DO 10.2489/jswc.72.4.317 VO 72 IS 4 A1 K.E. Schilling A1 C.S. Jones A1 C.F. Wolter A1 X. Liang A1 Y.-K. Zhang A1 A. Seeman A1 T. Isenhart A1 D. Schnoebelen A1 M. Skopec YR 2017 UL http://www.jswconline.org/content/72/4/317.abstract AB Many states within the Upper Mississippi River Basin are developing strategies to reduce nutrient loads to rivers. Reliable load estimation methods are needed to track progress toward nutrient reduction goals. We evaluated the variability of commonly used interpolation and extrapolation models to estimate nitrate-nitrogen (NO3-N) loads in 11 Iowa rivers. Results showed that the overall consistency between models of annual mean daily loads was low. Differences among the methods were particularly pronounced in May when the greatest NO3-N loads normally occur. The disparity in N load estimation among different methods is troubling given that states, federal agencies, or interest groups must have confidence in NO3-N load estimation procedures if the public is to believe that the load reductions strategies are working.