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Precise Soil Sampling Method for Agricultural and Environmental Research Based on New Circular SoilProbe Apparatus

机译:基于新型圆形土壤重建装置的农业和环境研究精确土壤采样方法

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Conventional soil sampling usually implemented in Croatia considers sample weight of 2 kg per 4-5 ha area, which means that representative sample in relation to soil mass up to 30 cm depth is presented through the ratio 1:10000000. New sampling methodchanges the ratio to 1:625000, thus increasing amount of sampled soil 16 times with assumption that such sample better describes investigated area. Moreover, new soil sampling probe can be used for precision farming purposes where the central point of the probe ring is positioned with precision of ±1 cm and represented with 4, 8 or 16 samples taken in 50 cm radius from the center. Soil probe prototype was tested on agricultural land of 4 ha area with total number of 200 samples. To justify applicationof new constructed probe, this study gives results of geostatistical analysis of spatial variability in soil pH values up to 30 cm depth. Ordinary kriging was used as interpolation method. Spatial structure of soil parameter was analyzed by calculatingsemivariograms and approximated by exponential model. Root-mean-square error (RMSE) of prediction was used as measure for the best model evaluation. Interpolation analysis of reduced number of samples per investigated area of 4 ha resulted in deviation in RMSE of 13,2 % when 50 % less samples were randomly introduced, and 41 % with 60 samples, compared to total of 200 samples. Using new soil sampling method for soil survey and applied geostatistical tools provides a solution for quantifying spatial variability of soil properties, possibilities for commercial activities and a way to introduce variable rate technology in agricultural input application which can optimize farm profitability through improving yield, reducing input costs and minimizing inputlosses to the environment.
机译:通常在克罗地亚实施的常规土壤采样考虑每4-5公顷区域2千克的样品重量,这意味着通过比率1:10000000的比例提出了与土壤质量相关的代表性样品。新的采样方法将比率为1:625000,从而假设这种样品更好地描述了研究区域,增加了采样的土壤量的16次。此外,新的土壤采样探针可用于精密养殖目的,其中探头环的中心点定位为±1cm的精度,用4,8或16个样品,从中心的50厘米半径占用。土壤探针原型在4公顷区域的农用土地上进行测试,总数为200个样品。为了证明新建探测器的应用,该研究使土壤pH值的空间变异性的地质统计分析结果高达30厘米。普通的Kriging用作插值方法。通过计算术语分析土壤参数的空间结构,并通过指数模型近似。预测的根均方误差(RMSE)用作最佳模型评估的措施。当随机引入50%的样品时,每次研究4A区域的样品数量减少的样本数量的插值分析导致13,2%的偏差,与60个样品相比,41%,与200个样品相比。利用新的土壤调查土壤采样方法和应用地质统计工具提供了量化土壤性质空间变异性的解决方案,商业活动的可能性以及在农业投入应用中引入可变利率技术,可以通过提高产量,减少输入来优化农业盈利能力。成本和最小化InputLosses对环境。

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