Smart Mint Plant System for Air Temperature and Soil Moisture Control Using an IoT-Based Decision Tree Method
Keywords:
Mint Plants, Decision Tree, Temperature, Soil MoistureAbstract
Mint plants are leafy plants that offer numerous benefits to life. These plants are typically found in regions with altitudes ranging from 100 to 700 meters above sea level, with temperatures between 20°C to 30°C, humidity levels of 70% to 80%, and full sunlight intensity. Mint plants can grow well with proper watering that meets their needs. However, manual watering of mint plants requires extra effort from cultivators. Therefore, an automatic watering device with a fan has been developed to maintain soil temperature and moisture suitable for mint plants. This automatic irrigation system utilizes a decision tree method and can be monitored via a mobile application. Testing will begin by individually testing components such as the DHT22 sensor, soil moisture sensor, DC fan, and solenoid valve. From these tests, it was found that the mint plants grew by 2mm, from 17.8 cm to 18 cm, and produced 5 new shoots.
References
[1] J. L. Putra and R. P. Astutik, “Design and Development of a Monitoring and Control Device for Mint Plants (Mentha Spicata) Based on IoT Technology,” Jurnal Techno.Com, vol. 23, no. 2, pp. 387–399, 2024. doi: 10.62411/tc.v23i2.10393.
[2] A. Azhar, S. M. A. Sasongko, and D. F. Budiman, “Prototype Implementation of a Wireless Sensor Network for Monitoring and Automatic Irrigation of Mint Plants Using ESP32 Based on IoT-LoRa,” Jurnal Informatika dan Teknik Elektro Terapan, vol. 12, no. 3, 2024. doi: 10.23960/jitet.v12i3.4678.
[3] F. N. Karel, “Smart Agriculture: Humidity and Temperature Control in Automatic Plant Irrigation Based on IoT,” JATISI (Jurnal Teknik Informatika dan Sistem Informasi), vol. 9, no. 2, pp. 839–854, 2022. doi: 10.35957/jatisi.v9i2.1882.
[4] I. M. D. A. Saputra, A. S. Rachman, and G. W. Wiriasto, “Design of an Automatic Irrigation and Monitoring System for Mint Leaves Using Tsukamoto Fuzzy Logic Based on the Internet of Things,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 9, no. 2, pp. 2663–2669, 2025. doi: 10.36040/jati.v9i2.13148.
[5] H. Marcos and H. Muzaki, “Monitoring of Air Temperature and Soil Humidity in Papaya Cultivation,” Jurnal Teknologi dan Sistem Tertanam, 2022.
[6] U. Ristian, I. Ruslianto, and K. Sari, “Smart Greenhouse Monitoring System in Limited Land Areas Based on the Internet of Things (IoT),” Jurnal Edukasi dan Penelitian Informatika (JEPIN), vol. 8, no. 1, p. 87, 2022. doi: 10.26418/jp.v8i1.52770.
[7] S. Pamungkas, “Smart Greenhouse System on Paprican Plants Based on the Internet of Things,” Telekontran: Jurnal Ilmiah Telekomunikasi, Kendali dan Elektronika Terapan, vol. 7, no. 2, pp. 197–207, 2020. doi: 10.34010/telekontran.v7i2.2277.
[8] M. I. B. P. Hutomo, M. Y. A. Ghiffari, N. R. Ardhana, R. M. Shakti, R. H. Ma’ali, and S. A.-M. Safitri, “Intelligent Irrigation Management: Utilizing Decision Tree for Predictive Analysis in Plant Cultivation,” Journal of Scientech Research and Development, vol. 6, no. 2, pp. 1079–1091, 2025. doi: 10.56670/jsrd.v6i2.744.
[9] A. E. Wijaya and F. R. Ishaq, “Irrigation Control Monitoring System for Rice Fields Using Decision Tree Method on ThingSpeak Platform Based on the Internet of Things (IoT),” Jurnal Teknologi Informasi dan Komunikasi, vol. 14, no. 2, pp. 50–65, 2022. doi: 10.47561/a.v14i2.208.
[10] D. Setiawan, “Air Temperature and Soil Moisture Control System in a Miniature Greenhouse Using ATmega 328 Microcontroller,” 2016.
[11] S. Dwiyatno, E. Krisnaningsih, D. R. Hidayat, and Sulistiyono, “Smart Agriculture Monitoring of Plant Irrigation Based on the Internet of Things,” PROSISKO: Jurnal Pengembangan Riset dan Observasi Sistem Komputer, vol. 9, no. 1, pp. 38–43, 2022. doi: 10.30656/prosisko.v9i1.4669.
[12] F. A. Islami, “Decision Tree Algorithm for Automatic Plant Irrigation System Based on the Internet of Things,” Jurnal Ilmiah Teknologi dan Rekayasa, vol. 23, no. 1, pp. 66–77, 2018. doi: 10.35760/tr.2018.v23i1.2453.
[13] A. Sahara, R. H. Saputra, and F. Oktafiani, “Smart Garden System in Indoor Spaces Using Arduino UNO Microcontroller ATMega 328,” PETROGAS: Journal of Energy and Technology, vol. 1, no. 1, pp. 01–12, 2019. doi: 10.58267/petrogas.v1i1.1.
[14] R. Ginanjar, R. Candra, and S. B. Kembaren, “Control and Monitoring of Soil Moisture, Room Temperature, and Light for Tomato Plants,” Jurnal Ilmiah Informatika Komputer, vol. 23, no. 3, pp. 166–174, 2018. doi: 10.35760/ik.2018.v23i3.2372.
[15] G. Santoso, S. Hani, and R. Prasetiyo, “Monitoring System of Soil Quality in Rice Plants with Temperature and Soil Moisture Parameters Based on the Internet of Things (IoT),” Prosiding Seminar Nasional Teknoka, 2020.
[16] A. Arifin and M. Rizal, “Implementation of an Automated Indoor Plant Care System Based on the Internet of Things (IoT),” Remik, vol. 7, no. 2, pp. 935–945, 2023. doi: 10.33395/remik.v7i2.12277.
[17] J. L. Putra and R. P. Astutik, “Design and Development of a Monitoring and Control Device for Mint Plants (Mentha Spicata) Based on IoT Technology,” Techno.Com, vol. 23, no. 2, pp. 387–399, 2024. doi: 10.62411/tc.v23i2.10393.