An IoT-Based Model for Monitoring Soil pH, Temperature, and Moisture to Support Precision Agriculture

  • M. Abdul Qodir Jaelani Universitas Dharma Wacana
  • Muhammad Adie Syaputra Universitas Dharma Wacana Metro, Indonesia
  • Budi Sutomo Universitas Dharma Wacana Metro, Indonesia
Keywords: Internet of Things, Precision agriculture, Soil monitoring, ESP32 NodeMCU, Web dashboard

Abstract

Manual measurement of soil pH, temperature, and moisture often produces fragmented field data that are difficult to use for periodic land monitoring. This study developed an Internet of Things-based prototype for monitoring soil conditions to support precision agriculture. The system integrated a soil pH sensor, a waterproof DS18B20 soil temperature sensor, a soil moisture sensor, an ESP32 NodeMCU, Wi-Fi communication, data storage, and a web-based dashboard. The research followed a prototype development model covering requirement analysis, system design, hardware and software implementation, testing, evaluation, and refinement. Field testing was conducted from February to April 2026 at 08:00, 12:00, and 16:00. The results showed that soil pH ranged from 6.47 to 6.70 with an average of 6.58, soil temperature ranged from 21.30°C to 28.61°C with an average of 24.57°C, and soil moisture ranged from 73.67% to 90.00% with an average of 87.71%. Functional testing indicated that the prototype could read, transmit, store, and visualize soil data through the dashboard during operation. The proposed model is feasible as an early-stage monitoring system for data-driven soil management, although future accuracy validation with calibrated instruments is still required.

Downloads

Download data is not yet available.

References

W. H. Irham, S. W. Saragih, S. Parinduri, M. T. Sitepu, and S. N. P. Tua, "Reaksi Tanah Akibat Perbedaan Perlakuan Lingkungan," Tabela Jurnal Pertanian Berkelanjutan, vol. 2, no. 1, pp. 24-28, Jan. 2024, doi: 10.56211/tabela.v2i1.445.

R. Setiatno Putera, A. Komarudin, and M. Luqman, "Implementasi Fuzzy Logic Untuk Sistem Kendali Dan Monitoring Kesuburan Tanah Berbasis IoT," JTI, vol. 2, no. 4, pp. 118-128, Nov. 2023, doi: 10.58860/jti.v2i3.128.

Y. Lestari, D. K. Umam, and M. Setianama, "Prototype Monitoring pH Tanah dan Kelembaban Tanah Berbasis IoT," vol. 4, no. 2, 2024.

Y. S. Barki, T. I. Ramadhan, and A. Supriatman, "Design of A Soil Moisture and pH Monitoring System for Tomato Plants," Jurnal Prajaiswara, vol. 5, no. 3, Jan. 2025, doi: 10.55351/prajaiswara.v5i3.125.

E. Y. D. Rilangi and M. S. Iqbal, "Sistem IoT Berbasis LoRa untuk Pemantauan Parameter pH dan Kelembaban Tanah pada Tanaman Stroberi."

S. Sajar, "Pengaruh Aplikasi Pupuk Kandang Ayam dan Cangkang Telur terhadap Sifat Kimia Tanah, Pertumbuhan dan Hasil Tanaman Kedelai (Glycine max L. Merril)."

I. Yanti and Y. R. Kusuma, "Pengaruh Kadar Air dalam Tanah terhadap Kadar C-Organik dan Keasaman (pH) Tanah," IJCR, pp. 92-97, Jan. 2022, doi: 10.20885/ijcr.vol6.iss2.art5.

N. Aliyah, N. Hayudyo Murthiningtyas, S. Sabrina Almas, and D. Eka Purnomo, "Tantangan dan Peluang Penggunaan IoT pada Agrokompleks: Systematic Literature Review," JATI, vol. 9, no. 1, pp. 1216-1223, Jan. 2025, doi: 10.36040/jati.v9i1.12645.

S. Sutikno, N. Q. Fitriyah, and D. R. D. Putra, "Prototipe Sistem Irigasi Presisi Tanaman Jagung Menggunakan Sensor Kelembapan Berbasis IoT pada Lahan Berpasir," JITET, vol. 13, no. 2, Apr. 2025, doi: 10.23960/jitet.v13i2.6404.

F. R. Perdana and N. Ratama, "Monitoring pH Tanah, Kelembaban Tanah dan Penyiraman Otomatis pada Toko Citra Taman Landscape Menggunakan Internet of Things dengan Metode Time Series," vol. 2, no. 3, 2024.

C. Kamienski et al., "Smart Water Management Platform: IoT-Based Precision Irrigation for Agriculture," Sensors, vol. 19, no. 2, p. 276, Jan. 2019, doi: 10.3390/s19020276.

M. S. Farooq, S. Riaz, A. Abid, K. Abid, and M. A. Naeem, "A Survey on the Role of IoT in Agriculture for the Implementation of Smart Farming," IEEE Access, vol. 7, pp. 156237-156271, 2019, doi: 10.1109/ACCESS.2019.2949703.

A. Tzounis, N. Katsoulas, T. Bartzanas, and C. Kittas, "Internet of Things in agriculture, recent advances and future challenges," Biosystems Engineering, vol. 164, pp. 31-48, Dec. 2017, doi: 10.1016/j.biosystemseng.2017.09.007.

T. Ojha, S. Misra, and N. S. Raghuwanshi, "Wireless sensor networks for agriculture: The state-of-the-art in practice and future challenges," Computers and Electronics in Agriculture, vol. 118, pp. 66-84, Oct. 2015, doi: 10.1016/j.compag.2015.08.011.

I. T. Amri, A. Oktarino, and M. Heru, "Perancangan dan Pengembangan Sistem Sensor Kelembapan Tanah Berbasis Arduino," Jurnal Teknologi Informasi dan Ilmu Komputer, vol. 01, no. 1, 2025.

B. A. Cahyono and Y. Akbar, "Sistem Monitoring Kondisi Kelembapan dan pH Tanah Berbasis Internet of Things (IoT) untuk Tanaman Hias."

M. A. Setiawan and S. Sulistyasni, "Sistem Pertanian Hidroponik Padi Cerdas Berbasis Internet of Things pada Lahan Perkotaan Guna Menambah Ketahanan Pangan Masyarakat," MALCOM, 2025.

A. D. Simamarta, V. K. Nisa, R. Maulana, N. Parawansa, I. Khairunnisa, and Y. Budiawati, "Kajian Literatur: Penerapan Internet of Things (IoT) untuk Optimasi Manajemen Kesehatan Tanah," Hidroponik, vol. 2, no. 2, pp. 91-107, Jun. 2025, doi: 10.62951/hidroponik.v2i2.370.

S. Arifin, N. Kurniawati, R. Agustiani, and G. Elsandika, "Sistem Monitoring Kesuburan Lahan Pertanian menggunakan Sensor pH, Sensor Suhu, Intensitas Cahaya, dan Kelembapan Tanah Berbasis Internet of Things," vol. 05, no. 02, 2025.

B. H. Vien, F. Hadary, and E. Yurisinthae, "Sistem Monitoring pH Tanah, Suhu dan Kelembaban Tanah pada Tanaman Jagung Berbasis Internet of Things (IoT)."

M. Zen and S. Rahman, "Pengembangan Sistem Monitoring pH Tanah Berbasis IoT dan Python untuk Optimalisasi Budidaya Jambu Air," JUKTISI, vol. 4, no. 2, pp. 1318-1324, Sep. 2025, doi: 10.62712/juktisi.v4i2.626.

Sumarsono, F. A. N. F. Afiatna, and N. Muflihah, "The Monitoring System of Soil PH Factor Using IoT-Webserver-Android and Machine Learning: A Case Study," International Journal on Advanced Science, Engineering and Information Technology, vol. 14, no. 1, pp. 118-130, Feb. 2024, doi: 10.18517/ijaseit.14.1.18309.

A. Prihantara, P. D. Abda’u, and H. M. Fauzi, "Perancangan Sistem Informasi Inventaris Barang dan Aset Desa Berbasis Website Menggunakan Metode Prototyping," vol. 04, no. 02, 2024.

G. Codeluppi, A. Cilfone, L. Davoli, and G. Ferrari, "LoRaFarM: A LoRaWAN-Based Smart Farming Modular IoT Architecture," Sensors, vol. 20, no. 7, p. 2028, Apr. 2020, doi: 10.3390/s20072028.

M. Dhanaraju, P. Chenniappan, K. Ramalingam, S. Pazhanivelan, and R. Kaliaperumal, "Smart Farming: Internet of Things (IoT)-Based Sustainable Agriculture," Agriculture, vol. 12, no. 10, p. 1745, Oct. 2022, doi: 10.3390/agriculture12101745.

Dwianti Westari and Syaeful Ilman, "Sistem Penyiraman Tanaman Otomatis Berbasis IoT Menggunakan ESP32, Moisture Sensor, DHT22 Sensor dan Blynk," JTMEI, vol. 3, no. 4, pp. 314-321, Dec. 2024, doi: 10.55606/jtmei.v3i4.4941.

Published
2026-06-24
How to Cite
M. Abdul Qodir Jaelani, Muhammad Adie Syaputra, & Budi Sutomo. (2026). An IoT-Based Model for Monitoring Soil pH, Temperature, and Moisture to Support Precision Agriculture. JURNAL TEKNOLOGI DAN OPEN SOURCE, 9(1), 357 - 369. https://doi.org/10.36378/jtos.v9i1.5760
Abstract viewed = 4 times
PDF downloaded = 0 times PDF downloaded = 6 times