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基于高频电容的便携式土壤剖面水分传感器

A Portable Pull-Out Soil Profile Moisture Sensor Based on High-Frequency Capacitance.

机构信息

College of Agriculture, Nanjing Agricultural University, Nanjing 210095, China.

National Information Agricultural Engineering Technology Center, Nanjing 210095, China.

出版信息

Sensors (Basel). 2023 Apr 7;23(8):3806. doi: 10.3390/s23083806.

Abstract

Soil profile moisture is a crucial parameter of agricultural irrigation. To meet the demand of soil profile moisture, simple fast-sensing, and low-cost in situ detection, a portable pull-out soil profile moisture sensor was designed based on the principle of high-frequency capacitance. The sensor consists of a moisture-sensing probe and a data processing unit. The probe converts soil moisture into a frequency signal using an electromagnetic field. The data processing unit was designed for signal detection and transmitting moisture content data to a smartphone app. The data processing unit and the probe are connected by a tie rod with adjustable length, which can be moved up and down to measure the moisture content of different soil layers. According to indoor tests, the maximum detection height for the sensor was 130 mm, the maximum detection radius was 96 mm, and the degree of fitting (R) of the constructed moisture measurement model was 0.972. In the verification tests, the root mean square error (RMSE) of the measured value of the sensor was 0.02 m/m, the mean bias error (MBE) was ±0.009 m/m, and the maximum error was ±0.039 m/m. According to the results, the sensor, which features a wide detection range and good accuracy, is well suited for the portable measurement of soil profile moisture.

摘要

土壤剖面湿度是农业灌溉的关键参数。为了满足土壤剖面湿度的需求,设计了一种基于高频电容原理的便携式拔出式土壤剖面湿度传感器,具有简单、快速、低成本的原位检测特点。传感器由湿度感应探头和数据处理单元组成。探头利用电磁场将土壤湿度转换为频率信号。数据处理单元用于信号检测,并将含水量数据传输到智能手机应用程序。数据处理单元和探头通过一根带有可调节长度的拉杆连接,可以上下移动以测量不同土层的含水量。根据室内测试,传感器的最大检测高度为 130 毫米,最大检测半径为 96 毫米,构建的水分测量模型的拟合度(R)为 0.972。在验证测试中,传感器测量值的均方根误差(RMSE)为 0.02 m/m,平均偏差误差(MBE)为±0.009 m/m,最大误差为±0.039 m/m。根据结果,该传感器具有较宽的检测范围和良好的精度,非常适合便携式土壤剖面湿度测量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ebe7/10145346/ae8ba3562c33/sensors-23-03806-g001.jpg

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