Electrochemical Soil Nitrate Sensor for In Situ Real-Time Monitoring

Sustainable agriculture is the answer to the rapid rise in food demand which is straining our soil, leading to desertification, food insecurity, and ecosystem imbalance. Sustainable agriculture revolves around having real-time soil health information to allow farmers to make the correct decisions. We present an ion-selective electrode (ISE) electrochemical soil nitrate sensor that utilizes electrochemical impedance spectroscopy (EIS) for direct real-time continuous soil nitrate measurement without any soil pretreatment. The sensor functionality, performance, and in-soil dynamics have been reported. The ion-selective electrode (ISE) is applied by drop casting onto the working electrode. The study was conducted on three different soil textures (clay, sandy loam, and loamy clay) to cover the range of the soil texture triangle. The non-linear regression models showed a nitrate-dependent response with R2 > 0.97 for the various soil textures in the nitrate range of 5–512 ppm. The validation of the sensor showed an error rate of less than 20% between the measured nitrate and reference nitrate for multiple different soil textures, including ones that were not used in the calibration of the sensor. A 7-day-long in situ soil study showed the capability of the sensor to measure soil nitrate in a temporally dynamic manner with an error rate of less than 20%.

[1]  J. Haseloff,et al.  Paper-Based Multiplex Sensors for the Optical Detection of Plant Stress , 2023, Micromachines.

[2]  Md Shaad Mahmud,et al.  A Critical Review for Real-Time Continuous Soil Monitoring: Advantages, Challenges, and Perspectives. , 2022, Environmental science & technology.

[3]  H. Tian,et al.  Smart Soil Water Sensor with Soil Impedance Detected via Edge Electromagnetic Field Induction , 2022, Micromachines.

[4]  S. Muthukumar,et al.  DENSE: DiElectric Novel Soil Evaluation System to Electrochemically Profile Soil Matrices , 2022, Journal of The Electrochemical Society.

[5]  Xiaotao Hu,et al.  Prediction of the Nitrogen, Phosphorus and Potassium Contents in Grape Leaves at Different Growth Stages Based on UAV Multispectral Remote Sensing , 2022, Remote. Sens..

[6]  W. Silver,et al.  Printed Potentiometric Nitrate Sensors for Use in Soil , 2022, Sensors.

[7]  J. Maja,et al.  Prediction of Potassium in Peach Leaves Using Hyperspectral Imaging and Multivariate Analysis , 2022, AgriEngineering.

[8]  A. Balafoutis,et al.  Design and Implementation of an Urban Farming Robot , 2022, Micromachines.

[9]  M. Joly,et al.  STUDY OF CHEMICAL FIELD EFFECT TRANSISTORS FOR THE DETECTION OF AMMONIUM AND NITRATE IONS IN LIQUID AND SOIL PHASES , 2021, Sensors and Actuators B: Chemical.

[10]  A. Javed,et al.  Rapid Inkjet-Printed Miniaturized Interdigitated Electrodes for Electrochemical Sensing of Nitrite and Taste Stimuli , 2021, Micromachines.

[11]  Silvia Liberata Ullo,et al.  Advances in IoT and Smart Sensors for Remote Sensing and Agriculture Applications , 2021, Remote. Sens..

[12]  M. Shirolkar,et al.  Determination of soil nutrients (NPK) using optical methods: a mini review , 2021 .

[13]  T. Rajh,et al.  Photonic microresonator based sensor for selective nitrate ion detection , 2021 .

[14]  Md. Azahar Ali,et al.  Continuous in situ soil nitrate sensors: The importance of high‐resolution measurements across time and a comparison with salt extraction‐based methods , 2021 .

[15]  Peter W. Dillingham,et al.  Concurrent measurement of nitrate and ammonium in water and soil samples using ion‐selective electrodes: Tackling sensitivity and precision issues , 2020, Analytical science advances.

[16]  R. Zeitoun,et al.  Instant and Mobile Electrochemical Quantification of Inorganic Phosphorus in Soil Extracts , 2020 .

[17]  Xiang Wu,et al.  Novel soil environment monitoring system based on RFID sensor and LoRa , 2020, Comput. Electron. Agric..

[18]  Rajul S. Patkar,et al.  Cost Effective Soil pH Sensor Using Carbon-Based Screen-Printed Electrodes , 2020, IEEE Sensors Journal.

[19]  J. Wadhawan,et al.  Screen Printed Alizarin-Based Carbon Electrodes: Monitoring pH in Unbuffered Media , 2015 .

[20]  Miao Zhang,et al.  Comparative investigation on soil nitrate-nitrogen and available potassium measurement capability by using solid-state and PVC ISE , 2015, Comput. Electron. Agric..

[21]  K. Sudduth,et al.  Simultaneous Analysis of Soil Macronutrients Using Ion-Selective Electrodes , 2007 .

[22]  Ratnesh Kumar,et al.  Sensing Methodologies in Agriculture for Soil Moisture and Nutrient Monitoring , 2021, IEEE Access.

[23]  Jirapond Muangprathub,et al.  IoT and agriculture data analysis for smart farm , 2019, Comput. Electron. Agric..