Agricultural Water Management · 2024 · 17 citations · 47 references
AgricultureAgronomyCrop SciencesCrop ManagementIrrigation ManagementNutrient ManagementFertilizer ManagementNitrogen ManagementVariable Rate Fertilizer ApplicationVariable Rate IrrigationVariable Rate Nutrient ManagementVariable-rate FertilizationAgronomic Efficiency ModelingCrop Nutrient UptakeNitrogen Effects On YieldNitrogen Fertilizer ManagementNutrient Uptake ModelingNutrient Use Efficiency ModelingSimulation Of Fertilizer EffectsTuber Yield
Optimizing irrigation and nitrogen (N) fertilizer management in irrigated potato crops grown on sandy soils in subtropical regions such as in northeastern Florida, USA is essential to sustain a high yield and to minimize leaching. N applications in this region typically occur at approximately 25–30 days prior to planting (Npre), at emergence (Neme), and at tuber initiation (Nti). However, recent studies suggest that applying N near planting (Npl) enhances fertilizer N use efficiency (FNUE). We combined experimentation with modeling to assess irrigation and N management options for potato in northeastern Florida. We first aimed to evaluate the DSSAT/CSM-SUBSTOR-Potato model using two-year irrigated field experiments conducted on sandy soils with variable N rates and application timings. CSM-SUBSTOR-Potato accurately simulated aboveground plus tuber dry weight [Relative root mean squared error (RRMSE) = 26.4%, Willmott’s index (d) = 0.98] and N accumulation (RRMSE = 28.6%, d = 0.97). Soil moisture and mineral N were captured well overall, but they were often underestimated due to a water table influence that is currently not considered in DSSAT. Subsequently, CSM-SUBSTOR-Potato was applied to simulate tuber yield, N leaching, and FNUE under scenarios of irrigation scheduling and N-fertilizer application (rate/timing) strategies, focusing on Npre versus Npl aiming to improve resource use efficiency. The simulations indicated that a target of 60% and 70% of the available soil water can be safely used as an irrigation strategy to achieve a high yield, while reducing irrigation water applied and N leached to the environment. Overall Npl increased crop N uptake by 10%, tuber yield by 7%, reduced N leached by 13%, and consequently increasing FNUE by 9%, compared to Npre across the irrigation treatments. Thus, Npl should be preferred in sandy soils and climate-risky subtropical environments, along with Neme and Nti as key timings to synchronize N supply with potato growth.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Hadley Wickham, Mara Averick, Jennifer Bryan et al. · The Journal of Open Source Software · 2019 · 21.6K citations · Full text
The DSSAT cropping system model
J. W. Jones, Gerrit Hoogenboom, Cheryl Porter et al. · European Journal of Agronomy · 2002 · 4.3K citations
Agriculture, Agronomy, Crop Sciences +12
Model for predicting evaporation from a row crop with incomplete cover
J. T. Ritchie · Water Resources Research · 1972 · 2.2K citations
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