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基于Pyboard的土壤水通量測量系統(tǒng)研究
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陜西水利科技計劃項目(2014slkj-18)和國家重點研發(fā)計劃項目(2017YFC0403203)


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

    針對目前沒有成熟的土壤水通量測量設備的問題,通過技術分析,使用Pyboard控制單元、MicroPython編程語言和ADS1256模數(shù)轉(zhuǎn)換芯片,設計了一款土壤水通量傳感器。使用Python軟件,利用Math庫中的Matplotlib函數(shù)設計了上位機軟件,通過傳感器功能測試,可實現(xiàn)土壤熱擴散系數(shù)、容積熱容量、熱導率以及土壤水通量的測量。選用石英砂、壤質(zhì)砂土、砂質(zhì)壤土和砂質(zhì)黏壤土4種土樣進行試驗,根據(jù)最大無量綱溫度差(MDTD)法和比率(Td/Tu)法得出計算值,并與實際水通量進行對比。結果表明,該系統(tǒng)測量精度高、運行穩(wěn)定。兩種方法的計算結果與實際值之間線性度良好,4種土樣的MDTD法決定系數(shù)分別為0.9677、0.9798、0.9780、0.9647,Td/Tu法的決定系數(shù)分別為0.9845、0.9985、0.9989、0.9986,說明系統(tǒng)具有較高的測量精度。通過適應性評價得出,4種土樣中Td/Tu法計算值與實際值之間的相關性更好,誤差更低,計算效果優(yōu)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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許景輝,王一琛,邵明燁,林磊.基于Pyboard的土壤水通量測量系統(tǒng)研究[J].農(nóng)業(yè)機械學報,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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  • 在線發(fā)布日期: 2020-10-10
  • 出版日期: 2020-10-10