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Fuzzy logic simulation of oat yield after using hydrogel and nitrogen biopolymer management

机译:水凝胶和氮生物聚合物管理后燕麦产量模糊逻辑模拟

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摘要

The fuzzy logic is an efficient tool for simulation and validation of new technologies in agriculture.The objective of the study is to adapt the fuzzy logic model for simulation of biomass and oat grain yield by nitrogen involving the nonlinearity of the maximum air temperature in the conditions of use of the biopolymer hydrogel, considering high succession systems and low release of residual N.The study was conducted in 2014 and 2015, in a randomized block design with four replicates in a 5 x 5 factorial.Five hydrogel doses (0, 30, 60, 90 and 120 kg ha-1) were added in the groove next to the seed; and 5 doses of N-fertilizer (0, 30, 60, 90 and 120 kg ha-1) applied at the fourth expanded leaf stage, respectively.The cultivar was URS Corona.The pertinence functions and the linguistic values established in the input and output variables to simulate the biomass yield and oat grains in the succession systems are adequate observed productivity.The fuzzy model makes it possible to estimate the biomass and oat grains productivity efficiently under the conditions of use of the hydrogel as a function of the nitrogen doses and maximum air temperature, adding to the existing models of simulation.
机译:模糊逻辑是仿真和验证农业新技术的有效工具。该研究的目的是通过氮气模拟模拟生物质和燕麦籽油产量的模糊逻辑模型,涉及在条件下最大空气温度的非线性的非线性使用生物聚合物水凝胶,考虑到高级系统和低释放残留N.该研究在2014年和2015年进行,在随机块设计中,在5×5因子中的四个重复。水凝胶剂量(0,30,在种子旁边的凹槽中加入60,90和120kg HA-1;在第四膨胀叶阶段施加5剂的5剂N-肥料(0,30,60,90和120kg HA-1)。该品种是URS Corona.The uttinence函数和在输入中建立的语言值为了模拟成型系统中的生物质产量和燕麦颗粒的输出变量是足够的观察到的生产率。模糊模型使得在水凝胶的使用条件下可以有效地估计生物质和燕麦谷物的生产率,作为氮气剂量的函数和最大气温,增加现有的模拟模型。
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