栽培基质超亲水pH传感器测量误差影响因素分析与补偿
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国家自然科学基金项目(32071900)、江苏省研究生科研创新培养计划项目(KYCX17_1758)和江苏省博士后科研计划项目(2021K086A)


Influence and Compensation of Soilless Culture Substrates on pH Value Detection by Using Super-hydrophilic pH Sensor
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    摘要:

    栽培基质pH值是设施园艺中重要的生产过程信息之一。针对栽培基质pH值在线检测误差大、结果易受基质含水率和基质成分影响的问题,基于超亲水pH传感器,以泥炭、蛭石基质为原料,以配置的不同质量比和不同含水率的栽培基质为试验对象,开展了栽培基质超亲水pH传感器pH值测量试验研究。结果发现:栽培基质的质量含水率(θm)降低会引起超亲水pH传感器的pH值测量值线性降低和pH值测量误差线性增加,其测量误差绝对值最大为0.81,显著低于锑电极pH传感器(测量误差绝对值最大为2.15);超亲水pH传感器的测量误差受混合基质中泥炭、蛭石质量比的影响相对较小,由基质成分变化导致的测量误差最大变化为0.23,显著低于锑电极pH传感器(最大变化为1.10)。在此基础上建立了栽培基质超亲水pH传感器的测量误差补偿模型,并在采集的栽培基质中进行了应用试验;补偿前测量误差绝对值最大为0.32,补偿后降为0.18,测量误差进一步降低,验证了超亲水pH传感器及其测量误差补偿模型的有效性。研究结果为实现栽培基质pH值快速、准确在线检测奠定了基础。

    Abstract:

    pH value is an important and frequently measured property in agriculture. Compared with laboratory analysis, direct soil measurement (DSM) involving the direct insertion of a pH sensor into soil, which is rapid, efficient, and inexpensive. pH value detection using DSM in soilless culture substrates exhibits a significant measuring error of 0.8 to 1.1 and is seriously affected by the component of the substrate. A super-hydrophilic pH sensor was developed with the porous TiO2 film sensitive electrode and the Ag/AgCl reference electrode. Substrates mixed by peat and vermiculite with different ratios and different mass water contents (MWC) were prepared to examine the effects on pH value detection by the super-hydrophilic pH sensors in soilless culture substrates. Statistical analysis of the measured pH values demonstrated that the errors of the super-hydrophilic pH sensors were highly and negatively correlated with MWC but showed limited influence on component ratio of the substrates. Maximum measuring error of the super-hydrophilic pH sensor was 0.81 and the measuring error discrepancy caused by the changes in component ratio was 0.23. Furthermore, a compensation model for the pH sensor was established and evaluated. The compensation results indicated that the maximum error with the super-hydrophilic pH sensor was decreased from 0.48 unit to 0.22 unit and the measuring error discrepancy caused by the changes in component ratio was decreased to 0.09. The application in soilless culture substrates picked from greenhouse showed that the measuring error of the proposed pH sensor was no more than 0.32 and decreased to 0.18 after adjusted by the compensation model. The research result revealed the influences of MWC and component ratio of soilless culture substrates on pH value detection by using super-hydrophilic pH sensors, which was helpful in improving the accuracy of DSM and can contribute to rapid and efficient pH value measurements in soilless culture substrate.

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陈成,张西良,张亚磊,苏小青,徐坤,徐云峰.栽培基质超亲水pH传感器测量误差影响因素分析与补偿[J].农业机械学报,2023,54(3):356-362. CHEN Cheng, ZHANG Xiliang, ZHANG Yalei, SU Xiaoqing, XU Kun, XU Yunfeng. Influence and Compensation of Soilless Culture Substrates on pH Value Detection by Using Super-hydrophilic pH Sensor[J]. Transactions of the Chinese Society for Agricultural Machinery,2023,54(3):356-362.

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  • 收稿日期:2022-05-08
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  • 在线发布日期: 2023-03-10
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