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PREPARATION METHOD OF FOREST WATER MAP USING COMPUTER PROGRAM AND THE SYSTEM

机译:使用计算机程序和系统的森林水地图的制备方法

摘要

The present invention comprises the steps of: (a) measuring a volumetric moisture content according to at least two or more metric moisture tensions for a soil sample collected from a specific grid; (b) Parameters for applying the random forest model by driving the simulator program using the measured metric moisture tension and volumetric moisture content obtaining estimates of , a, n, m; (c) said parameters , estimating optimal hyperparameters of the random forest model using the estimated values of a, n, and m and input variables, and performing model learning; (d) the parameters of Equation 1 below through the learned random forest model , deriving predicted values of a, n, m; and (e) the parameter , a, n, calculating a predicted value of the volumetric moisture content for each metric moisture tension by using Equation (1) determined by the predicted values of a, n, m provides
机译:本发明包括以下步骤:(a)根据从特定网格收集的土壤样品的至少两个或更多个度量的水分张力测量体积含水量; (b)通过使用测量的度量水分张力驱动模拟器程序来应用随机森林模型的参数,并获得A,N,M的估计值。 (c)说参数,使用估计值A,N和M和M和INPUT变量的值估计随机林模型的最佳超参数,并执行模型学习; (d)通过学习随机林模型下面的等式1的参数,导出预测的a,n,m; (e)参数a,n,通过使用由a,n,n的预测值确定的等式(1)计算每个度量水分张力的容积湿度升高的预测值

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