Design and Development of an IoT Based Automated Soil Water Content and Temperature Monitoring System
Keywords:
Internet of Things (IoT), soil temperature, soil water content, monitoring system, TelegramAbstract
Modernization of meteorological observation systems at the Agency for Meteorology, Climatology, and Geophysics (BMKG) is necessary, particularly for soil temperature and soil water content parameters that are still commonly measured using conventional methods. This study presents the design and evaluation of an Internet of Things (IoT)-based monitoring system to improve observation efficiency. The system integrates PT100 sensors to measure soil temperature at depths of 5, 10, 20, 50, and 100 cm, and Capacitive Soil Moisture v2.0 sensors to measure volumetric soil water content at depths of 10, 20, 30, 50, and 100 cm. Data is transmitted in real time via Wi-Fi to Google Spreadsheet and a Telegram bot, enabling remote monitoring and automatic notifications, while also being stored locally on an SD card for reliability. Sensor performance was evaluated through laboratory calibration in a temperature chamber and an 11-day field deployment at the BMKG Regional II Headquarters. Results show good accuracy, with RMSE of 0.93 °C (MAE 0.66 °C) at 5 cm depth and RMSE of 0.43 °C (MAE 0.29 °C) at 10 cm depth, demonstrating reliable system performance.
References
A. Hardiwiguna & A. Ramdhani Nugraha, "Penentuan kelembaban tanah menggunakan metode Fuzzy Logic dengan Capacitive Soil Moisture Sensor dan Arduino Uno R3."Jurnal Informatika Dan Teknik Elektro Terapan, 12(3S1), 2024. https://doi.org/10.23960/jitet.v12i3S1.5425
BMKG, Peraturan Kepala BMKG No: 04 Tahun 2016 Tentang Pengamatan dan Pengelolaan Data Iklim di Lingkungan Badan Meteorologi, Klimatologi dan Geofisika. Jakarta: Badan Meteorologi, Klimatologi, dan Geofisika, 2016. https://peraturan.bpk.go.id/Details/315659/perka-bmkg-no-4-tahun-2016
H. A. Nugroho & T. Darussalam, "Rancang bangun sistem pengukur suhu dan kelembaban tanah berbasis komunikasi radio," JST (Jurnal Sains Dan Teknologi), 7(1), 145–156, 2018. https://doi.org/10.23887/jstundiksha.v7i1.10691J
L. Lutfiyana, N. Hudallah & A. Suryanto, "Rancang bangun alat ukur suhu tanah, kelembaban tanah, dan resistansi," Jurnal Teknik Elektro, 9(2), 80-86, 2017. https://doi.org/10.15294/jte.v9i2.11087
H. Husdi, “Monitoring kelembaban tanah pertanian menggunakan soil moisture sensor FC-28 dan Arduino Uno,” Ilk. J. Ilm., 10(2), pp. 237–243, 2018. https://doi.org/10.33096/ilkom.v10i2.315.237-243
I. M. D. Heriyawan, .K. D. Widnyana, K. D. S. A. Darma, I. M. Budiada & I. B. I. Purnama, " Analisis monitoring dan kontrol nilai kelembaban tanah dengan sistem smart farming dan soil meter,". Jurnal Teknologi Pertanian Andalas, 26(1), 92-101, 2022. https://doi.org/10.25077/jtpa.26.1.92-101.2022
H. Selin, S. E. Keane, S. Wang, N. E. Selin, K. Davis & D. Bally, "Linking science and policy to support the implementation of the Minamata Convention on Mercury," Ambio, 47(2), 198-215, 2018. https://doi.org/10.1007/s13280-017-1003-x
D. Camuffo, "Calibration and instrumental errors in early measurements of air temperature," Climatic Change, 53(1), 297-329, 2002. https://doi.org/10.1023/A:1014914707832
WMO, Guide to Instruments and Methods of Observation, vol. V, no. 8. 2023. https://wmo.int/guide-instruments-and-methods-of-observation-wmo-no-8-0
N. Mjanyelwa, Z. A. Bello, W. Greaves, & L. D. van Rensburg, "Precision and accuracy of DFM soil water capacitance probes to measure temperature," Computers and Electronics in Agriculture, 125, 125-128, (2016). https://doi.org/10.1016/j.compag.2016.04.027
Joshua Hrisko, Capacitive Soil Moisture Sensor Theory, Calibration, and Testing, Technical Report , 2020. https://doi.org/10.13140/RG.2.2.36214.83522
A. M Okasha, . H. G. Ibrahim, A. H. Elmetwalli, K. M. Khedher, Z. M. Yaseen, & S. Elsayed, "Designing low-cost capacitive-based soil moisture sensor and smart monitoring unit operated by solar cells for greenhouse irrigation management," Sensors (Basel) , 21(16), 5387, 2021. https://doi.org/10.3390/s21165387
D. Matuszko, “A comparison of sunshine duration records from the Campbell-Stokes sunshine recorder and CSD3 sunshine duration sensor,” Theor. Appl. Climatol., vol. 119, no. 3–4, pp. 401–406, 2015. https://doi.org/10.1007/s00704-014-1125-z
M. Owczarek and M. Malinowska, “Manual and automatic measurements of sunshine duration in Cassubian Lakeland (Northern Poland),” Atmosphere (Basel), vol. 14, no. 2, 2023. https://doi.org/10.3390/atmos14020244
D. J. Baumgartner et al., “A comparison of long-term parallel measurements of sunshine duration obtained with a Campbell-Stokes sunshine recorder and two automated sunshine sensors,” Theor. Appl. Climatol., vol. 133, no. 1–2, pp. 263–275, 2018. https://doi.org/10.1007/s00704-017-2159-9
J. W. Mansa, Q. C. Kainde, & F. I. Sangkop, "Sistem monitor kelembaban tanah berbasis Internet of Things (IoT)," Jointer : Journal of Informatics Engineering, 3(01), 17–21, 2022. https://doi.org/10.53682/jointer.v3i01.40
H Raihan, "Rancang bangun sistem monitoring suhu tanah, kadar air tanah dan curah hujan pada lahan pertanian hortikultura berbasis Internet Of Things sebagai dasar pertanian presisi (Studi kasus : tanaman cabai)," Skripsi, Sekolah Tinggi Meteorologi Klimatologi dan Geofisika, 2023.
E. R. Marpaung, "Termometer tanah digital berbasis mikrokontroler," Jurnal Agrinika: Jurnal Agroteknologi Dan Agribisnis, 5, 2015
L. Atzoria, A. Ierab, , & G. Morabito, . “The Internet of Things: a survey”, Computer Networks, vol. 54, no. 15, pp. 2787-2805, 2010. https://doi.org/10.1016/j.comnet.2010.05.010
D. Miorandi, S. Sicari, F. De Pellegrini, & I. Chlamtac, . "Internet of Things : vision, applications and research challenges”, Ad Hoc Networks, 10(7), 1497-1516, 2012. https://doi.org/10.1016/j.adhoc.2012.02.016
A. Rejeb , K. Rejeb , A. Abdollahi , F. Al-Turjman , H.Treiblmaier , "The interplay between the internet of things and agriculture: A bibliometric analysis and research agenda,". Internet Things, 19:100580, 2022 https://doi.org/10.1016/j.iot.2022.100580
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Copyright (c) 2026 Adrian Rachmat, Mohammad Attar Gibran, Afif Izaaz, Neil Farel Rindra Tempo, Gabrielle Luoise Abraham

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