2018
DOI: 10.1016/j.ecolmodel.2017.12.009
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A systematic approach to identifying key parameters and processes in agroecosystem models

Abstract: Process-based agroecosystem biogeochemistry models are widely used to quantify the flow of water and nutrients in agricultural ecosystems and they have become important tools in the effort to address the twin challenges of reducing greenhouse gas emissions and improving agricultural sustainability. Model parameters require careful calibration, as they affect the simulated processes and outputs. Sensitivity analysis (SA) is commonly used to quantify the impacts of parameters on outputs, and guide the calibratio… Show more

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Cited by 8 publications
(7 citation statements)
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“…The models' performances for simulating nitrification, denitrification and N 2 O emissions indicates that processes and parameters governing management practices, crop growth, and water fluxes in each model show large differences and strongly influence the simulations of soil microbes, soil N, SOC, soil temperature, soil pH and soil water availability [183,184]. These environmental factors further affect the rates of nitrification, denitrification and N 2 O emissions as discussed in chapter 2.…”
Section: Denitrification Processesmentioning
confidence: 99%
“…The models' performances for simulating nitrification, denitrification and N 2 O emissions indicates that processes and parameters governing management practices, crop growth, and water fluxes in each model show large differences and strongly influence the simulations of soil microbes, soil N, SOC, soil temperature, soil pH and soil water availability [183,184]. These environmental factors further affect the rates of nitrification, denitrification and N 2 O emissions as discussed in chapter 2.…”
Section: Denitrification Processesmentioning
confidence: 99%
“…Modelo conceptual (Peterson et al, 2017) Modelo (Blanco et al, 2017) Modelo cuantitativo (Sabatier et al, 2017) Modelo de simulación (Peterson et al, 2018) Modelo computacional (Myrgiotis et al, 2018) ¿Cómo se decide llamar a quien toma las decisiones en el agroecosistema?…”
Section: Resultados Y Discusiónunclassified
“…Future analysis may be needed to evaluate structural and stakeholder uncertainty. Structural uncertainty, which is uncertainty resulting from the decision models' structure, can be addressed by evaluating the models with different architectures (Myrgiotis et al 2018). A variance-based sensitivity analysis for nonorthogonal input factors can be used to measure stakeholder preferences' impact on specific criteria (Saltelli 2004).…”
Section: Making Final Decisionsmentioning
confidence: 99%