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Furrow irrigation is widely used in agriculture practice but faces challenges in inefficient water and nitrogen management, which may contribute to groundwater contamination risks due to nitrate leaching. In this study, soil hydraulic and solute reaction parameters were inversed through HYDRUS-1D and genetic algorithm based on one-dimensional urea solution infiltration experiments to explore the effects of urea concentration (C), water depth (WD), furrow bottom width (FW), and soil initial water content (IWC) on soil water and nitrogen transport characteristics of furrow irrigation using HYDRUS-2D simulation. Moreover, structural equation modeling (SEM) quantitatively analyzed these factors. The results showed that the inversed parameters were reliable. The infiltration rate increased with C, WD, and FW but decreased with IWC. The urea was completely hydrolyzed on the fifth day of the redistribution process. The ammonium nitrogen (
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