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栽培基質(zhì)超親水pH傳感器測量誤差影響因素分析與補償
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國家自然科學基金項目(32071900)、江蘇省研究生科研創(chuàng)新培養(yǎng)計劃項目(KYCX17_1758)和江蘇省博士后科研計劃項目(2021K086A)


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

    栽培基質(zhì)pH值是設(shè)施園藝中重要的生產(chǎn)過程信息之一。針對栽培基質(zhì)pH值在線檢測誤差大、結(jié)果易受基質(zhì)含水率和基質(zhì)成分影響的問題,基于超親水pH傳感器,以泥炭、蛭石基質(zhì)為原料,以配置的不同質(zhì)量比和不同含水率的栽培基質(zhì)為試驗對象,開展了栽培基質(zhì)超親水pH傳感器pH值測量試驗研究。結(jié)果發(fā)現(xiàn):栽培基質(zhì)的質(zhì)量含水率(θm)降低會引起超親水pH傳感器的pH值測量值線性降低和pH值測量誤差線性增加,其測量誤差絕對值最大為0.81,顯著低于銻電極pH傳感器(測量誤差絕對值最大為2.15);超親水pH傳感器的測量誤差受混合基質(zhì)中泥炭、蛭石質(zhì)量比的影響相對較小,由基質(zhì)成分變化導致的測量誤差最大變化為0.23,顯著低于銻電極pH傳感器(最大變化為1.10)。在此基礎(chǔ)上建立了栽培基質(zhì)超親水pH傳感器的測量誤差補償模型,并在采集的栽培基質(zhì)中進行了應(yīng)用試驗;補償前測量誤差絕對值最大為0.32,補償后降為0.18,測量誤差進一步降低,驗證了超親水pH傳感器及其測量誤差補償模型的有效性。研究結(jié)果為實現(xiàn)栽培基質(zhì)pH值快速、準確在線檢測奠定了基礎(chǔ)。

    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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陳成,張西良,張亞磊,蘇小青,徐坤,徐云峰.栽培基質(zhì)超親水pH傳感器測量誤差影響因素分析與補償[J].農(nóng)業(yè)機械學報,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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  • 在線發(fā)布日期: 2023-03-10
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