基于Pyboard的土壤水通量测量系统研究
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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)


Investigation on Soil Water Flux Measurement System Based on Pyboard
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    摘要:

    针对目前没有成熟的土壤水通量测量设备的问题,通过技术分析,使用Pyboard控制单元、MicroPython编程语言和ADS1256模数转换芯片,设计了一款土壤水通量传感器。使用Python软件,利用Math库中的Matplotlib函数设计了上位机软件,通过传感器功能测试,可实现土壤热扩散系数、容积热容量、热导率以及土壤水通量的测量。选用石英砂、壤质砂土、砂质壤土和砂质黏壤土4种土样进行试验,根据最大无量纲温度差(MDTD)法和比率(Td/Tu)法得出计算值,并与实际水通量进行对比。结果表明,该系统测量精度高、运行稳定。两种方法的计算结果与实际值之间线性度良好,4种土样的MDTD法决定系数分别为0.9677、0.9798、0.9780、0.9647,Td/Tu法的决定系数分别为0.9845、0.9985、0.9989、0.9986,说明系统具有较高的测量精度。通过适应性评价得出,4种土样中Td/Tu法计算值与实际值之间的相关性更好,误差更低,计算效果优于MDTD法。

    Abstract:

    Soil water flux measurement is very important in agriculture, but there is currently no mature measurement equipment. Through technical analysis, a soil water flux sensor was designed using Pyboard control unit, MicroPython programming language and ADS1256 analogtodigital conversion chip. By using Python software and Matplotlib functions in the Math library, the host computer software was designed. Through sensor function tests, soil thermal diffusion coefficient, volumetric heat capacity, thermal conductivity, and soil water flow measurement can be achieved. Four kinds of soil samples were selected for testing, and the calculated values were obtained according to the maximum dimensionless temperature difference (MDTD) method and the ratio (Td/Tu) method, which were compared with the actual water flow. The test results showed that the system had high measurement accuracy and stable operation. In the application of the method, the linearity between the calculation results of the two algorithms and the actual values was good. The determination coefficient R2 of the MDTD method of the four soils were 0.9677, 0.9798, 0.9780 and 0.9647, and the determination coefficient R2 of the Td/Tu method were 0.9845, 0.9985, 0.9989 and 0.9986, indicating that the system had good measurement accuracy. Through adaptability evaluation, the correlation between the calculated values of Td/Tu and actual values in the four soils was better, the error was lower, and the calculation results were better than the MDTD method, which provided guidance for the selection of system algorithms. 

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许景辉,王一琛,邵明烨,林磊.基于Pyboard的土壤水通量测量系统研究[J].农业机械学报,2020,51(10):338-344. XU Jinghui, WANG Yichen, SHAO Mingye, LIN Lei. Investigation on Soil Water Flux Measurement System Based on Pyboard[J]. Transactions of the Chinese Society for Agricultural Machinery,2020,51(10):338-344.

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  • 收稿日期:2020-02-23
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  • 在线发布日期: 2020-10-10
  • 出版日期: 2020-10-10