Calibration and Temperature Compensation of a Low-Cost Capacitive Soil Moisture Sensor for Precision Irrigation in Thailand
Received: 21 November 2024 | Revised: 7 January 2025 | Accepted: 24 January 2025 | Online: 3 April 2025
Corresponding author: Chuphan Chompuchan
Abstract
Low-cost capacitive soil moisture sensors have potential application in precision irrigation in Thailand. However, these sensors require proper calibration and are affected by soil temperature fluctuations that reduce their measurement accuracy. This study developed and validated a combined calibration and temperature compensation approach for the commercially available soil stick sensor. The calibration was performed using soil samples ranging from sandy clay loam to silty clay. A temperature compensation equation was developed by measuring the sensor responses under varying soil temperatures and moisture content levels in outdoor conditions. The sensor performance was assessed against a reference Time-Domain Reflectometry (TDR) sensor (TRIME-PICO64) and evaluated based on continuous field measurements for 14 days. The temperature compensation equation reduced the diurnal temperature effects through a linear correction model. The calibration showed a piecewise linear relationship between the Relative Voltage (VR) and volumetric water content (qV) with a strong correlation. The performance of the calibrated soil stick sensor was comparable to the TDR sensor, with the Confidence Index values exceeding 0.8. These findings indicated that the calibrated and temperature-compensated low-cost capacitive sensors could provide accurate soil moisture measurements for precise irrigation scheduling.
Keywords:
low-cost capacitive soil moisture sensor, temperature compensation, precision irrigationDownloads
References
Z. Liang, X. Liu, J. Xiong, and J. Xiao, "Water Allocation and Integrative Management of Precision Irrigation: A Systematic Review," Water, vol. 12, no. 11, Nov. 2020, Art. no. 3135.
S. A. Souza, L. N. Rodrigues, and F. F. da Cunha, "Assessing the precision irrigation potential for increasing crop yield and water savings through simulation," Precision Agriculture, vol. 24, no. 2, pp. 533–559, Apr. 2023.
L. Yu et al., "Review of research progress on soil moisture sensor technology," International Journal of Agricultural and Biological Engineering, vol. 14, no. 4, pp. 32–42, Jul. 2021.
H. Mittelbach, I. Lehner, and S. I. Seneviratne, "Comparison of four soil moisture sensor types under field conditions in Switzerland," Journal of Hydrology, vol. 430–431, pp. 39–49, Apr. 2012.
S. L. S.u., D. N. Singh, and M. Shojaei Baghini, "A critical review of soil moisture measurement," Measurement, vol. 54, pp. 92–105, Aug. 2014.
R. G. C. J. Kapilaratne and M. Lu, "Automated general temperature correction method for dielectric soil moisture sensors," Journal of Hydrology, vol. 551, pp. 203–216, Aug. 2017.
J. D. González-Teruel, R. Torres-Sánchez, P. J. Blaya-Ros, A. B. Toledo-Moreo, M. Jiménez-Buendía, and F. Soto-Valles, "Design and Calibration of a Low-Cost SDI-12 Soil Moisture Sensor," Sensors, vol. 19, no. 3, Jan. 2019, Art. no. 491.
P. P. Adhikary et al., "Pedotransfer functions for predicting the hydraulic properties of Indian soils," Soil Research, vol. 46, no. 5, pp. 476–484, Aug. 2008.
X. Deng et al., "A calibration-free capacitive moisture detection method for multiple soil environments," Measurement, vol. 173, Mar. 2021, Art. no. 108599.
T. Saito, H. Fujimaki, H. Yasuda, and M. Inoue, "Empirical Temperature Calibration of Capacitance Probes to Measure Soil Water," Soil Science Society of America Journal, vol. 73, no. 6, pp. 1931–1937, Nov. 2009.
H. Tian, C. Yu, T. Xie, T. Zheng, and M. Sun, "A Novel Portable Soil Water Sensor Based on Temperature Compensation," Journal of Sensors, vol. 2022, no. 1, Aug. 2022, Art. no. 1061569.
L. Matile, R. Berger, D. Wächter, and R. Krebs, "Characterization of a New Heat Dissipation Matric Potential Sensor," Sensors, vol. 13, no. 1, pp. 1137–1145, Jan. 2013.
G. C. Topp, J. L. Davis, and A. P. Annan, "Electromagnetic determination of soil water content: Measurements in coaxial transmission lines," Water Resources Research, vol. 16, no. 3, pp. 574–582, 1980.
Y. Dong, S. Miller, and L. Kelley, "Performance Evaluation of Soil Moisture Sensors in Coarse- and Fine-Textured Michigan Agricultural Soils," Agriculture, vol. 10, no. 12, Dec. 2020, Art. no. 598.
A. de los Á. C. Jiménez, C. D. G. C. de Almeida, J. A. Santos Júnior, J. E. F. de Morais, B. G. de Almeida, and F. H. N. de Andrade, "Accuracy of capacitive sensors for estimating soil moisture in northeastern Brazil," Soil and Tillage Research, vol. 195, Dec. 2019, Art. no. 104413.
S. Adla, N. K. Rai, S. H. Karumanchi, S. Tripathi, M. Disse, and S. Pande, "Laboratory Calibration and Performance Evaluation of Low-Cost Capacitive and Very Low-Cost Resistive Soil Moisture Sensors," Sensors, vol. 20, no. 2, Jan. 2020, Art. no. 363.
I. M. Kulmány et al., "Calibration of an Arduino-based low-cost capacitive soil moisture sensor for smart agriculture," Journal of Hydrology and Hydromechanics, vol. 70, no. 3, pp. 330–340, Aug. 2022.
R. Pahuja, "Development of semi-automatic recalibration system and curve-fit models for smart soil moisture sensor," Measurement, vol. 203, Nov. 2022, Art. no. 111907.
M. Pramanik et al., "Automation of soil moisture sensor-based basin irrigation system," Smart Agricultural Technology, vol. 2, Dec. 2022, Art. no. 100032, https://doi.org/10.1016/j.atech.2021.100032.
G. Kweon, E. Lund, and C. Maxton, "Soil organic matter and cation-exchange capacity sensing with on-the-go electrical conductivity and optical sensors," Geoderma, vol. 199, pp. 80–89, May 2013.
J. L. Varble and J. L. Chávez, "Performance evaluation and calibration of soil water content and potential sensors for agricultural soils in eastern Colorado," Agricultural Water Management, vol. 101, no. 1, pp. 93–106, Dec. 2011.
G. Feng and R. Sui, "Evaluation and Calibration of Soil Moisture Sensors in Undisturbed Soils," American Society of Agricultural and Biological Engineers, vol. 63, no. 2, pp. 265–274, 2020.
Y. Gong, Q. Cao, and Z. Sun, "The effects of soil bulk density, clay content and temperature on soil water content measurement using time-domain reflectometry," Hydrological Processes, vol. 17, no. 18, pp. 3601–3614, Dec. 2003.
S. B. Jones, J. M. Wraith, and D. Or, "Time domain reflectometry measurement principles and applications," Hydrological Processes, vol. 16, no. 1, pp. 141–153, Jan. 2002.
N. M. Czarnomski, G. W. Moore, T. G. Pypker, J. Licata, and B. J. Bond, "Precision and accuracy of three alternative instruments for measuring soil water content in two forest soils of the Pacific Northwest," Canadian Journal of Forest Research, vol. 35, no. 8, pp. 1867–1876, Aug. 2005.
A. H. Blasi, M. A. Abbadi, and R. Al-Huweimel, "Machine Learning Approach for an Automatic Irrigation System in Southern Jordan Valley," Engineering, Technology & Applied Science Research, vol. 11, no. 1, pp. 6609–6613, Feb. 2021.
Downloads
How to Cite
License
Copyright (c) 2025 Napassakorn Chulee, Pichet Suebsaiprom, Anumat Engkaninan, Chuphan Chompuchan

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain the copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) after its publication in ETASR with an acknowledgement of its initial publication in this journal.