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2021 | OriginalPaper | Buchkapitel

Modeling the Contribution of Agriculture Towards Soil Nitrogen Surplus in Iowa

verfasst von : Vishal Raul, Yen-Chen Liu, Leifur Leifsson, Amy Kaleita

Erschienen in: Computational Science – ICCS 2021

Verlag: Springer International Publishing

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Abstract

The Midwest state of Iowa in the US is one of the major producers of corn, soybean, ethanol, and animal products, and has long been known as a significant contributor of nitrogen loads to the Mississippi river basin, supplying the nutrient-rich water to the Gulf of Mexico. Nitrogen is the principal contributor to the formation of the hypoxic zone in the northern Gulf of Mexico with a significant detrimental environmental impact. Agriculture, animal agriculture, and ethanol production are deeply connected to Iowa’s economy. Thus, with increasing ethanol production, high yield agriculture practices, growing animal agriculture, and the related economy, there is a need to understand the interrelationship of Iowa’s food-energy-water system to alleviate its impact on the environment and economy through improved policy and decision making. In this work, the Iowa food-energy-water (IFEW) system model is proposed that describes its interrelationship. Further, a macro-scale nitrogen export model of the agriculture and animal agriculture systems is developed. Global sensitivity analysis of the nitrogen export model reveals that the commercial nitrogen-based fertilizer application rate for corn production and corn yield are the two most influential factors affecting the surplus nitrogen in the soil.

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Literatur
1.
Zurück zum Zitat Bakhsh, A., Kanwar, R.S., Karlen, D.: Effects of liquid swine manure applications on no3-n leaching losses to subsurface drainage water from loamy soils in iowa. Agricult. Ecosyst. Environ. 109(1–2), 118–128 (2005)CrossRef Bakhsh, A., Kanwar, R.S., Karlen, D.: Effects of liquid swine manure applications on no3-n leaching losses to subsurface drainage water from loamy soils in iowa. Agricult. Ecosyst. Environ. 109(1–2), 118–128 (2005)CrossRef
2.
Zurück zum Zitat Barry, D., Goorahoo, D., Goss, M.J.: Estimation of nitrate concentrations in groundwater using a whole farm nitrogen budget. Technical report, Wiley Online Library (1993) Barry, D., Goorahoo, D., Goss, M.J.: Estimation of nitrate concentrations in groundwater using a whole farm nitrogen budget. Technical report, Wiley Online Library (1993)
3.
Zurück zum Zitat Blesh, J., Drinkwater, L.: The impact of nitrogen source and crop rotation on nitrogen mass balances in the mississippi river basin. Ecol. Appl. 23(5), 1017–1035 (2013)CrossRef Blesh, J., Drinkwater, L.: The impact of nitrogen source and crop rotation on nitrogen mass balances in the mississippi river basin. Ecol. Appl. 23(5), 1017–1035 (2013)CrossRef
4.
Zurück zum Zitat Burkart, M.R., James, D.E.: Agricultural-nitrogen contributions to hypoxia in the gulf of mexico. J. Environ. Qual. 28(3), 850–859 (1999)CrossRef Burkart, M.R., James, D.E.: Agricultural-nitrogen contributions to hypoxia in the gulf of mexico. J. Environ. Qual. 28(3), 850–859 (1999)CrossRef
5.
Zurück zum Zitat Donner, S.D., Kucharik, C.J.: Corn-based ethanol production compromises goal of reducing nitrogen export by the mississippi river. Proc. Natl. Acad. Sci. 105(11), 4513–4518 (2008)CrossRef Donner, S.D., Kucharik, C.J.: Corn-based ethanol production compromises goal of reducing nitrogen export by the mississippi river. Proc. Natl. Acad. Sci. 105(11), 4513–4518 (2008)CrossRef
6.
Zurück zum Zitat Gronberg, J.M., Arnold, T.L.: County-level estimates of nitrogen and phosphorus from animal manure for the conterminous united states, 2007 and 2012. Technical report, US Geological Survey (2017) Gronberg, J.M., Arnold, T.L.: County-level estimates of nitrogen and phosphorus from animal manure for the conterminous united states, 2007 and 2012. Technical report, US Geological Survey (2017)
8.
Zurück zum Zitat Jones, C.S., Schilling, K.E.: Iowa statewide stream nitrate loading: 2017–2018 update. J. Iowa Acad. Sci. 126(1), 6–12 (2019)CrossRef Jones, C.S., Schilling, K.E.: Iowa statewide stream nitrate loading: 2017–2018 update. J. Iowa Acad. Sci. 126(1), 6–12 (2019)CrossRef
9.
Zurück zum Zitat Lambe, A.B., Martins, J.R.: Extensions to the design structure matrix for the description of multidisciplinary design, analysis, and optimization processes. Struct. Multidiscip. Optim. 46(2), 273–284 (2012)CrossRef Lambe, A.B., Martins, J.R.: Extensions to the design structure matrix for the description of multidisciplinary design, analysis, and optimization processes. Struct. Multidiscip. Optim. 46(2), 273–284 (2012)CrossRef
10.
Zurück zum Zitat Lu, C., et al.: Increased extreme precipitation challenges nitrogen load management to the gulf of Mexico. Commun. Earth Environ. 1(1), 1–10 (2020)CrossRef Lu, C., et al.: Increased extreme precipitation challenges nitrogen load management to the gulf of Mexico. Commun. Earth Environ. 1(1), 1–10 (2020)CrossRef
11.
Zurück zum Zitat Martins, J.R., Lambe, A.B.: Multidisciplinary design optimization: a survey of architectures. AIAA J. 51(9), 2049–2075 (2013)CrossRef Martins, J.R., Lambe, A.B.: Multidisciplinary design optimization: a survey of architectures. AIAA J. 51(9), 2049–2075 (2013)CrossRef
12.
Zurück zum Zitat McKay, M.D., Beckman, R.J., Conover, W.J.: A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 42(1), 55–61 (2000)CrossRef McKay, M.D., Beckman, R.J., Conover, W.J.: A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 42(1), 55–61 (2000)CrossRef
13.
Zurück zum Zitat Saltelli, A., et al.: Global Sensitivity Analysis: The Primer. Wiley, Chichester (2008). ISBN 978&0&470&05997&S Saltelli, A., et al.: Global Sensitivity Analysis: The Primer. Wiley, Chichester (2008). ISBN 978&0&470&05997&S
14.
Zurück zum Zitat Sawyer, J.E.: Nitrogen use in Iowa corn production. Extension and Outreach Publications 107 (2015) Sawyer, J.E.: Nitrogen use in Iowa corn production. Extension and Outreach Publications 107 (2015)
15.
Zurück zum Zitat Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Math. Comput. Simul. 55(1–3), 271–280 (2001)MathSciNetCrossRef Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Math. Comput. Simul. 55(1–3), 271–280 (2001)MathSciNetCrossRef
16.
Zurück zum Zitat Urbanchuk, J.M.: Contribution of the renewable fuels industry to the economy of Iowa. Agricultural and Biofuels Consulting (2016) Urbanchuk, J.M.: Contribution of the renewable fuels industry to the economy of Iowa. Agricultural and Biofuels Consulting (2016)
19.
Zurück zum Zitat Westcott, P.C., Jewison, M.: Weather effects on expected corn and soybean yields. Technical report, USDA Economic Research Service, Washington DC (2013) Westcott, P.C., Jewison, M.: Weather effects on expected corn and soybean yields. Technical report, USDA Economic Research Service, Washington DC (2013)
20.
Zurück zum Zitat Zhang, X., Vesselinov, V.V.: Integrated modeling approach for optimal management of water, energy and food security nexus. Adv. Water Resour. 101, 1–10 (2017)CrossRef Zhang, X., Vesselinov, V.V.: Integrated modeling approach for optimal management of water, energy and food security nexus. Adv. Water Resour. 101, 1–10 (2017)CrossRef
Metadaten
Titel
Modeling the Contribution of Agriculture Towards Soil Nitrogen Surplus in Iowa
verfasst von
Vishal Raul
Yen-Chen Liu
Leifur Leifsson
Amy Kaleita
Copyright-Jahr
2021
DOI
https://doi.org/10.1007/978-3-030-77970-2_20

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