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IRRIGATION OPTIMIZATION BY MODELING OF PLANT-SOIL INTERACTION

机译:植物与土壤相互作用的灌溉优化

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摘要

Irrigation scheduling is an important issue for crop management,rnin a general context of limited water resourcesrnand increasing concern about agricultural productivity.rnMethods to optimize crop irrigation should take into accountrnthe impact of water stress on plant growth and thernwater balance in the plant-soil-atmosphere system. In thisrnarticle, we propose a methodology to solve the irrigationrnscheduling problem. For this purpose, a plant-soil interactionrnmodel is used to simulate the structural-functionalrnplant growth conditioned by water status. The system dynamicsrnis driven by a delay differential system. By consideringrna price for the crop yield and for the water resource,rnan optimal control problem can be formulated inrnorder to find the optimal irrigation strategy. The solution isrnobtained by dynamic programming. In order to handle therndelay term of the system due to the continuous mechanismrnof plant senescence and the curse of dimensionality, the iterativernapproach of dynamic programming is used.
机译:在水资源有限的普遍情况下和农业生产日益受到关注的情况下,灌溉计划是作物管理的重要问题。优化作物灌溉的方法应考虑到水分胁迫对植物生长和植物-土壤-土壤水分平衡的影响。系统。在本文中,我们提出了一种解决灌溉调度问题的方法。为此,使用植物-土壤相互作用模型来模拟受水分状况影响的植物的结构功能生长。由延迟微分系统驱动的系统动力学。通过考虑作物价格和水资源价格,可以无序地提出最优灌溉控制问题,以找到最优灌溉策略。该解决方案通过动态编程获得。为了处理由于植物衰老的连续机制和维数的诅咒而引起的系统的延迟项,使用了动态规划的迭代方法。

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