土壤含水量及电导率传感器研制与性能评价

Development and Performance Evaluation of a Sensor for Monitoring Simultaneously Soil Water Content and Electrical Conductivity

  • 摘要:
    目的 研发水盐同步高精度监测的低成本传感器,比较其与多款国内外传感器的性能差异,为国产传感器优化与大范围生态监测提供技术支撑。
    方法 基于驻波率法,通过独立解析复介电常数实部与虚部,结合多参数校正方法,研制水盐同步高精度、实时监测与传输的SM926传感器,并系统评价其性能。
    结果 SM926测量土壤含水量和表观电导率的精度分别优于0.02 cm3 cm−3和0.3 dS m−1;室内与三款国外传感器(CS655、TEROS 12、Hydra)和三款国内传感器(SMET-3、WHXPH、NH148)比对,SM926整体表现最优。在0.1 ~ 0.4 cm3 cm−3、0.6 ~ 4 dS m−1(中低含盐量)和0 ~ 40℃条件下,SM926水盐测定具有稳定高精度(RMSE < 0.035 cm3 cm−3、0.55 dS m−1)。相同条件下,SM926的水盐测定精度与Hydra相当;其含水量测量精度与TEROS 12及CS655相当或略低,但其表观电导率测量精度高于后两者;与WHXPH和SMET-3相比,SM926的含水量测量精度更优,电导率测量的温度敏感性略低;SM926水盐测量精度均高于NH148。在野外条件下,SM926精度与Hydra相近且优于WHXPH。
    结论 SM926可满足中低盐条件下水盐稳定监测,但大范围高精度野外观测仍需实地校正。

     

    Abstract:
    Objective This study aim was to develop a low-cost sensor capable of synchronous and high-precision monitoring soil moisture and salinity, and to systematically compare its performance with several domestic and international sensors, thereby to provide technical support for the optimization of Chinese-made sensors and their application in large-scale ecological monitoring.
    Method Utilizing the standing wave ratio method, a sensor (SM926) capable of high-precision, real-time monitoring and transmission of soil water and salt content were developed by independently resolving the real and imaginary components of the complex dielectric constant, combined with a multi-parameter calibration approach. Its performance was systematically evaluated against other sensors.
    Result The measurement accuracy of SM926 for soil volumetric water content (θv) and apparent electrical conductivity (σa) was better than 0.02 cm3 cm−3 and 0.3 dS m−1. Under indoor conditions, a comparative accuracy test involving three international sensors (CS655, TEROS 12, Hydra) and three domestic sensors (SMET-3, WHXPH, NH148) showed that SM926 performed optimally overall. Under indoor conditions of varying θv, σa, and temperature, comparisons between SM926 and the six other sensors revealed SM926 maintained stable and high accuracy (RMSE < 0.035 cm3 cm−3 and < 0.55 dS m−1), under varying θv (0.1 - 0.4 cm3 cm−3), salinity (0.6 - 4 dS m−1, low to medium levels), and temperature (0 to 40℃) conditions. Under the same conditions, the accuracy of SM926 was comparable to that of Hydra; its θv measurement accuracy was comparable to or slightly lower than that of TEROS 12 and CS655, but its σa measurement accuracy was higher than that of the latter two. Compared with WHXPH and SMET-3, SM926 exhibited better θv measurement accuracy and slightly lower temperature sensitivity in σa measurement. Moreover, SM926 outperformed NH148 in both θv and σa measurement accuracy. Under field conditions, the accuracy of SM926 was similar to that of Hydra and superior to that of WHXPH.
    Conclusion SM926 provides a reliable solution for the stable monitoring of θv and σa dynamics under low to medium salinity. For deployment across large and heterogeneous areas, site-specific calibration is recommended to ensure sustained high accuracy.

     

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