基于双线性理论的土壤介电测量研究
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陕西水利科技计划项目(2014slkj-18)和国家重点研发计划项目(2017YFC0403203)


Soil Dielectric Measurement Based on Bilinear Theory
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    摘要:

    针对目前土壤介电计算模型适应性差等问题,基于双线性理论构建了双线性介电计算模型。为探究双线性介电计算模型对土壤介电测量的适应性,选用7种不同质地土壤分别配置0、5、10、15、20、25、30cm3/cm3体积含水率,在0.001~3GHz频域内进行不同含水率下介电谱测量。分析发现,该模型介电谱可很好地反映土壤不同含水率下混合介质的介电特性;土壤含水率介电法测量理想频率点为1.50288GHz。在理想频率点上,基于复介电常数实部和视在介电常数构建了2个土壤含水率频域测量经验公式,通过试验数据分析,土壤含水率复介电实部测量式的计算值与干燥法含水率测量值对比,两者R2为0.9126,RMSE为0.0294cm3/cm3、RPD为3.343;土壤含水率视在介电测量式计算值与干燥法含水率测量值对比,两者R2为0.8907,均优于其他3种经典公式(Topp公式、Roth公式、Malicki公式)。双线性介电计算模型对土壤介电常数计算有良好的适应性,基于该模型建立的土壤含水率频域测量式对土壤含水率有较高的测量精度。

    Abstract:

    In view of the current poor adaptability of soil dielectric calculation model, a bilinear dielectric calculation model was constructed based on bilinear theory. In order to explore the adaptability of the bilinear dielectric calculation model to soil dielectric measurement, seven different texture soils were selected for 0cm3/cm3, 5cm3/cm3, 10cm3/cm3, 15cm3/cm3, 20cm3/cm3, 25cm3/cm3 and 30cm3/cm3volumetric moisture content, dielectric spectrum measurement at different water contents in the frequency range from 1MHz to 3GHz. Through dielectric spectroscopy, the dielectric spectrum of the model can well reflect the dielectric properties of mixed media under different soil water contents; the ideal frequency point of soil moisture content dielectric measurement was 1.50288GHz. At the ideal frequency point, two empirical formulas for frequency domain measurement of soil moisture content were constructed based on the real part of complex permittivity and apparent dielectric constant. Through the analysis of experimental data, the calculated value of real moisture measurement formula of soil moisture content was compared with the measured value of the moisture content of the drying method. The R2 was 0.9126, RMSE was 0.0294cm3/cm3, and RPD was 3343. The soil water content was compared with the measured value of the dielectric measurement formula and the dry water content measurement. The R2 was 0.8907, which was better than that of the other three classic formulas (Topp formula, Roth formula and Malicki formula). The bilinear dielectric calculation model had a good adaptability to the calculation of soil dielectric constant. The frequency domain measurement formula of soil moisture content based on the model had high measurement accuracy for soil water content.

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许景辉,赵钟声,王一琛,王雷,邵明烨.基于双线性理论的土壤介电测量研究[J].农业机械学报,2019,50(12):322-331. XU Jinghui, ZHAO Zhongsheng, WANG Yichen, WANG Lei, SHAO Mingye. Soil Dielectric Measurement Based on Bilinear Theory[J]. Transactions of the Chinese Society for Agricultural Machinery,2019,50(12):322-331.

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  • 收稿日期:2019-09-23
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  • 在线发布日期: 2019-12-10
  • 出版日期: 2019-12-10
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