Forest Fire Monitoring using Integrated Microcontroller-Based Drones

Khafilah Ainur Rasyidin, Rini Puji Astutik

Abstract


Forest fires are catastrophic events that pose serious threats to ecosystems, biodiversity, and human health. Conventional monitoring techniques are often limited in coverage and response time, making early detection difficult and ineffective. This study proposes the development of an advanced forest fire monitoring system utilizing unmanned aerial vehicles (drones) equipped with integrated microcontroller-based technology. The system consists of a master microcontroller installed on the drone and a slave microcontroller connected to various environmental sensors, including temperature, humidity, hazardous gas detection, and flame sensors. Sensor data is transmitted in real-time to a web server, enabling remote visualization and monitoring of potential fire occurrences. The research focuses on the design, integration, and implementation of the monitoring system, as well as the development of a user-friendly web interface for real-time data presentation. The expected outcomes of this study include improved accuracy in forest fire detection, enhanced data availability for environmental analysis, reduced operational costs, and a more responsive forest monitoring framework. This system is anticipated to serve as a reliable and scalable solution for early warning and disaster mitigation in forest fire management.

Full Text:

PDF 130-136

References


S. N. Koplitz et al., "Public health impacts of the severe haze in Equatorial Asia in September-October 2015: Demonstration of a new framework for informing fire management strategies to reduce downwind smoke exposure," Environ. Res. Lett., vol. 11, no. 9, 2016, doi: 10.1088/1748-9326/11/9/094023.

A. Ruldivem, U. A. Ahmad, and R. E. Saputra, "Design And Implementation Of Forest Fire Detection System Using Lora (Long Range) Communication," e-Proceeding Eng., vol. 9, no. 3, pp. 1024-1039, 2022.

R. E. Wibowo, R. Teguh, and A. Lestari, "Early Detection of Forest and Ground Fires Utilizing Exif Extraction on Image Information Based Image Processing," J. Technol. Inf. J. Science and Appl. Bid. Tech. Inform., vol. 15, no. 1, pp. 1-12, 2021, doi: 10.47111/jti.v15i1.1934.

N. Padang, "INNOVATION IN USING DRONE IN MONITORING PLANT GROWTH AND MONITORING PEST," Student Project. Faculty. Pertan., vol. 1, no. 1, 2024.

I. G. A. Ari Kukuh Sentanu, I. G. A. K. Diafari Djuni, and N. Pramaita, "Design of a Forest Fire Detection System Based on Node Mcu Esp8266," J. SPEKTRUM, vol. 8, no. 1, p. 286, 2021, doi: 10.24843/spektrum.2021.v08.i01.p32.

J. Pebralia, R. Raaiqa Bintana, and I. Amri, "Forest Fire Monitoring System Based on Internet of Things (IoT)," Commun. Fis. Indoensia, vol. 19, no. 3, pp. 183-189, 2022, doi: 10.31258/jkfi.19.3.183-189.

F. P. Hirsan, A. Kurniawan, R. Ridha, and A. Yuniarman, "The DANGER OF DRONE USE IN THE KKOP AREA NEAR THE AVIATION OPERATION SAFETY AREA (KKOP) is a manned area that has the potential to reach the most remote areas worked by the community (Darmayanti, 2023). The government must," vol. 7, no. 3, pp. 1-6, 2023.

F. Gunawan, "Natural Gas Leak Detection System Via Telephone Call and SIM 800L Module," pp. 6-51, 2019, [Online]. Available: https://eprints.akakom.ac.id/8485/

M. N. Nizam, Haris Yuana, and Zunita Wulansari, "Esp 32 Microcontroller as a Web-Based Door Monitoring Tool," JATI (Journal of Mhs. Tech. Inform., vol. 6, no. 2, pp. 767-772, 2022, doi: 10.36040/jati.v6i2.5713.

S. Samsugi, Z. Mardiyansyah, and A. Nurkholis, "Automatic Irrigation Control System Using Arduino Uno Microcontroller," J. Technol. and Sist. Embedded, vol. 1, no. 1, p. 17, 2020, doi: 10.33365/jtst.v1i1.719.

MA. PAHLEVI, "Battery Characteristics," Politek. Negeri Sriwij., vol. I, pp. 1-9, 2013.

D. Srivastava, A. Kesarwani, and S. Dubey, "Measurement of Temperature and Humidity by using Arduino Tool and DHT11," Int. Res. J. Eng. Technol., vol. 5, no. 12, pp. 876-878, 2018, [Online]. Available: www.irjet.net

S. Hadi, R. P. M. D. Labib, and P. D. Widayaka, "Comparison of Measurement Accuracy of LM35 Sensor and DHT11 Sensor for Internet of Things Based Temperature Monitoring," STRING (Unit of Writing Ris. and Inov. Technol., vol. 6, no. 3, p. 269, 2022, doi: 10.30998/string.v6i3.11534.

R. C. Pandey, M. Verma, and L. K. Sahu, "Internet of Things (IOT) Based Gas Leakage Monitoring and Alerting System with MQ-2 Sensor," Int. J. Eng. Dev. Res., vol. 5, no. 2, pp. 2321-9939, 2017.

B. Rahman, F. Pernando, and N. Indriawan, "Gas and Fire Leakage Monitoring System Using MQ-2 Sensor and Flame Sensor Based on Android," J. Sensi, vol. 8, no. 2, pp. 209-222, 2022, doi: 10.33050/sensi.v8i2.2429.

A. Hartono and A. Widjaja, "Fire Detection Prototype Using Flame Sensor, Dht11 Sensor and Nodemcu Esp8266 Microcontroller Based on Website," Semin. National. Mhs. Fak. Technol. Inf. Jakarta-Indonesia, no. September, pp. 734-741, 2022.

Y. Apriani, W. A. Oktaviani, and I. M. Sofian, "Vessel Tracking System Based on LoRa SX1278," J. Ilm. Tech. Electrocomput. and Inform., vol. 9, no. 3, pp. 693-707, 2023, doi: 10.26555/jiteki.v9i3.26385.

M. Liandana, "Application of LoRa Technology to an Initial Wearable Device Prototype," Res. Comput. Inf. Syst. Technol. Manag., vol. 2, no. 2, p. 40, 2019, doi: 10.25273/research.v2i02.5191.

A. U. Rahayu, I. Taufiqurrahman, and N. R. Mutiarasari, “Smart irrigation system with fuzzy logic on sunflower plants based on Internet of Things,” Journal of Energy and Electrical Engineering, vol. 6, no. 1, 2024.

R. D. Prakoso and Asmunin, "Implementation and Performance Comparison of Proxmox in Virtualization with Three Virtual Servers," J. Manaj. Inform., vol. 8, no. 1, pp. 79-86, 2018, [Online]. Available: https://ejournal.unesa.ac.id/index.php/jurnal-manajemen-informatika/article/view/22864




DOI: https://doi.org/10.37058/jeee.v6i2.14836

Refbacks

  • There are currently no refbacks.


slot gacor

Trik Gacor Starlight Princess Anti Rungkad Langsung Wd Cara Menang Besar Gates Of Olympus Kakek Zeus Kasih Petir Sweet Bonanza Bom Manis Pecah Semua Dompet Ikut Penuh Main Mahyong Ways Auto Sultan Modal Receh Untung Jutaan Wisdom Of Athena Bongkar Rahasia Kemenangan Dewi Bijaksana Starlight Princess 1000 X500 Datang Terus Nggak Ada Lawan Gates Of Olympus 1000 Kakek Makin Galak Bonus Makin Edan Menang Sweet Bonanza Saat Puasa Berkah Ramadhan Melimpah Mahyong Wins Pecah Pola Dapat Jackpot Progresif Gede Banget Starlight Princess Scatter Beruntun Langsung Beli Rumah Baru Gates Of Olympus Pola Baru Anti Zonk Kakek Zeus Sayang Pemula Sweet Bonanza Trik Jitu Menang Tiap Hari Modal Kecil Aja Mahjong Ways 2 Tips Dan Trik Menang Mudah Buat Pemula Wisdom Of Athena Main Sambil Belajar Auto Paham Alur Gacor Starlight Princess 1000 Vs Starlight Princess Mana Lebih Gacor Petualangan Seru Bersama Starlight Princess Mengejar Bulan Starlight Princess 1000 Kejutan Petir Mengguncang Langit Gates Of Olympus Sang Dewa Memberikan Berkah Petir Zeus Gates Of Olympus 1000 Kekuatan Dewa Tertinggi Raih Kemenangan Sweet Bonanza Manisnya Kemenangan Bikin Nagih Terus Mahjong Wins Strategi Jitu Menuju Kemenangan Mahjong Mahjong Ways Cara Asyik Menang Terus Di Mahjong Ways Wisdom Of Athena Dapatkan Petunjuk Athena Menuju Kejayaan Starlight Princess Trik Jitu Menang Besar Ala Lumi Starlight Princess 1000 Auto Kaya Mendadak Modal Receh Gates Of Olympus Rahasia Menang Besar Dari Kakek Zeus Gates Of Olympus 1000 Strategi Ampuh Kalahkan Dewa Olympus Sweet Bonanza Bermain Santai Dapat Duit Siapa Takut Mahjong Wins Panduan Lengkap Untuk Pemula Biar Ga Boncos Mahjong Ways Tips Dan Trik Menang Mudah Di Mahjong Ways Lumi Kecanduan Starlight Princess Temukan Trik Anti Rungkad Gajian Dadakan Berkat Starlight Princess 1000 Ini Buktinya Gates Of Olympus Bikin Nagih Begini Cara Lumi Dapetin Zeus Anti Boncos Gates Of Olympus 1000 Modal Receh Hasil Jutaan Manisnya Sweet Bonanza Bikin Dompet Tebel Seperti Gula Kapas Bongkar Rahasia Mahjong Wins Trik Jitu Menang Terus Mahjong Ways Lumi Auto Wd Setiap Hari Cek Strateginya Disini Wisdom Of Athena Ngasih Hoki Ke Lumi Jadi Jutawan Muda Starlight Princess Modal Sedikit Hasilnya Selangit Wow Starlight Princess 1000 X500 Datang Bertubi Tubi Rekor Baru Gates Of Olympus Kakek Zeus Lagi Baik Hati Bagi Bagi Petir Merah Gates Of Olympus 1000 Petir Biru Vs Petir Merah Mana Yang Lebih Sakit Sweet Bonanza Bom Manisnya Pecah Langsung Borong Barang Impian Mahjong Wins Lumi Gak Nyangka Bisa Menang Segampang Ini Mahjong Ways Pola Gacor Anti Zonk Buat Pemula Wajib Coba Sensasi Meraih Maxwin Starlight Princess Dengan Modal Receh Trik Jitu Menang Gates Of Olympus Tanpa Rungkad Dijamin Wd Nggak Nyangka Sweet Bonanza Kasih Kejutan Jackpot X5000 Bongkar Pola Rahasia Mahjong Wins Auto Wd Setiap Hari Starlight Princess 1000 Bukti Nyata Jackpot Bukan Omong Kosong Gates Of Olympus 1000 Tantangan Dewa Zeus Siapa Berani Menjelajahi Keajaiban Wisdom Of Athena Raih Kemenangan Bijaksana Mahjong Ways Petualangan Seru Dengan Kemenangan Tak Terduga Starlight Princess Kisah Cinderella Modern Dengan Jackpot Gates Of Olympus Drama Kemenangan Epik Di Kerajaan Dewa Sweet Bonanza Manisnya Kemenangan Membuat Ketagihan Mahjong Wins Strategi Ampuh Menaklukkan Papan Mahjong Starlight Princess 1000 Keindahan Dan Kekuatan Dalam Satu Game Gates Of Olympus 1000 Ujian Keberanian Menghadapi Zeus Wisdom Of Athena Petuah Bijak Menuju Kemenangan Besar Sensasi Meraih Maxwin Starlight Princess Dengan Modal Receh Trik Jitu Menang Gates Of Olympus Tanpa Rungkad Dijamin Wd Nggak Nyangka Sweet Bonanza Kasih Kejutan Jackpot X5000 Bongkar Pola Rahasia Mahjong Wins Auto Wd Setiap Hari Starlight Princess 1000 Bukti Nyata Jackpot Bukan Omong Kosong Gates Of Olympus 1000 Tantangan Dewa Zeus Siapa Berani Menjelajahi Keajaiban Wisdom Of Athena Raih Kemenangan Bijaksana Mahjong Ways Petualangan Seru Dengan Kemenangan Tak Terduga Starlight Princess Kisah Cinderella Modern Dengan Jackpot Gates Of Olympus Drama Kemenangan Epik Di Kerajaan Dewa Sweet Bonanza Manisnya Kemenangan Membuat Ketagihan Mahjong Wins Strategi Ampuh Menaklukkan Papan Mahjong Starlight Princess 1000 Keindahan Dan Kekuatan Dalam Satu Game Gates Of Olympus 1000 Ujian Keberanian Menghadapi Zeus Wisdom Of Athena Petuah Bijak Menuju Kemenangan Besar Mahjong Ways Cara Mudah Menang Besar Setiap Hari Wisdom Of Athena Jadi Bijak Menang Dengan Strategi Jitu Starlight Princess Raih Kemenangan Fantastis Seperti Mimpi Starlight Princess 1000 Bonus Melimpah Kemenangan Berlimpah Gates Of Olympus Kekuatan Dewa Zeus Dalam Genggamanmu Gates Of Olympus 1000 Sensasi Bermain Yang Tak Terlupakan Sweet Bonanza Nikmati Setiap Putaran Dengan Senyuman Indah Mahjong Wins Kumpulkan Kombinasi Menangkan Hadiah Utama Mahjong Ways Temukan Jalur Kemenanganmu Sekarang Juga Wisdom Of Athena Gunakan Kebijaksanaanmu Untuk Meraih Kejayaan Starlight Princess Petualangan Menuju Istana Bertabur Bintang Starlight Princess 1000 Lebih Seru Lebih Menguntungkan Pastinya Gates Of Olympus Rasakan Kekuatan Petir Zeus Di Setiap Spin Gates Of Olympus 1000 Siap Siap Terkejut Dengan Kemenanganmu Sweet Bonanza Buah Buahan Lezat Pembawa Keberuntungan Sejati