Forecasting of Winter Wheat Yield: A Mathematical Model and Field Experiments
نویسندگان
چکیده
An increase in world population requires growth food production. Wheat is one of the major crops, covering 21% global needs. The supply issue necessitates reliable mathematical methods for predicting wheat yields. Crop yield information necessary agricultural management and strategic planning. Our model was developed based on a three-year field experiment semi-arid climate zone. yields ranged from 4310 to 6020 kg/ha. novelty this inclusion some stochastic data (weather technological). proposed method modeling theory random sequence analysis. does not impose any restrictions number production parameters environmental indicators. A significant advantage absence limits function. Consideration features (technological weather parameters) allows researchers achieve best accuracy. numerical confirmed high accuracy prediction yield. mean relative error (for third-order polynomial model) varied 1.79% 2.75% depending preceding crop.
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ژورنال
عنوان ژورنال: Agriculture
سال: 2022
ISSN: ['2077-0472']
DOI: https://doi.org/10.3390/agriculture13010041