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Stochastic modeling of economic injury levels with respect to yearly trends in price commodity

机译:关于价格商品年度趋势的经济损害水平的随机模型

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摘要

The economic injury level (EIL) concept integrates economics and biology and uses chemical applications in crop protection only when economic loss by pests is anticipated. The EIL is defined by five primary variables: the cost of management tactic per production unit, the price of commodity, the injury units per pest, the damage per unit injury, and the proportionate reduction of injury averted by the application of a tactic. The above variables are related according to the formula EIL = C/VIDK. The observable dynamic alteration of the EIL due to its different parameters is a major characteristic of its concept. In this study, the yearly effect of the economic variables is assessed, and in particular the influence of the parameter commodity value on the shape of the EIL function. In addition, to predict the effects of the economic variables on the EIL level, yearly commodity values were incorporated in the EIL formula and the generated outcomes were further modelled with stochastic linear autoregressive models having different orders. According to the AR(1) model, forecasts for the five-year period of 2010–2015 ranged from 2.33 to 2.41 specimens per sampling unit. These values represent a threshold that is in reasonable limits to justify future control actions. Management actions as related to productivity and price commodity significantly affect costs of crop production and thus define the adoption of IPM and sustainable crop production systems at local and international levels.
机译:经济伤害等级(EIL)概念将经济学和生物学相结合,并且仅在预计有害生物造成经济损失时才将化学应用用于作物保护。 EIL由五个主要变量定义:每个生产单位的管理策略成本,商品价格,每种有害生物的伤害单位,每单位伤害的损害以及通过采用策略避免的伤害成比例减少。以上变量根据公式EIL = C / VIDK进行关联。由于EIL参数不同,可观察到的动态变化是其概念的主要特征。在这项研究中,评估了经济变量的年度影响,尤其是参数商品价值对EIL函数形状的影响。此外,为了预测经济变量对EIL水平的影响,将年度商品价值纳入EIL公式,并使用具有不同阶次的随机线性自回归模型进一步对产生的结果进行建模。根据AR(1)模型,2010-2015年的五年预测范围为每个采样单位2.33到2.41个样本。这些值表示一个阈值,该阈值处于合理的范围内以证明将来的控制措施是合理的。与生产力和价格商品有关的管理行动极大地影响了作物生产的成本,因此确定了在地方和国际一级采用病虫害综合防治和可持续作物生产系统的情况。

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