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All Journal International Journal of Electrical and Computer Engineering POSITRON PRISMA FISIKA Diponegoro Journal of Accounting Shaut Al-'Arabiyah SEMIRATA 2015 Jurnal Edukasi dan Penelitian Informatika (JEPIN) Jurnal Ilmiah Teknik Industri Jurnal Fisika FLUX JOIV : International Journal on Informatics Visualization Arabi : Journal of Arabic Studies Arabiyatuna : Jurnal Bahasa Arab MODELING: Jurnal Program Studi PGMI Globish: An English-Indonesian Journal for English, Education, and Culture Studi Arab IZDIHAR Journal of Law Science Titian: Jurnal Ilmu Humaniora Jurnal Ilmu Pendidikan Islam Review of Islamic Economics and Finance SOSIOEDUKASI : JURNAL ILMIAH ILMU PENDIDIKAN DAN SOSIAL International Journal of Recent Technology and Applied Science (IJORTAS) Jurnal Pengabdian, Pendidikan dan Teknologi Al-Mubin: Islamic Scientific Journal Tafkir: Interdisciplinary Journal of Islamic Education Journal of Instructional and Development Researches JUSTIN (Jurnal Sistem dan Teknologi Informasi) JASNA : Journal For Aswaja Studies Chalim Journal of Teaching and Learning Indonesian Journal of Physics (IJP) At-Tadzkir: Islamic Education Journal Al-Muzdahir: Jurnal Ekonomi Syariah Afshaha: Jurnal Bahasa dan Sastra Arab Jurnal Akselerasi Merdeka Belajar dalam Pengabdian Orientasi Masyarakat (Jurnal AMPOEN) Jurnal Pengabdian Masyarakat dan aplikasi Teknologi Ad-Dhuha: Jurnal Pendidikan Bahasa Arab dan Budaya Islam Indonesian Journal of Islamic Education and Local Culture Attadrib: Jurnal Pendidikan Guru Madrasah Ibtidaiyah Al-Wazan Proceeding Of International Conference On Education, Society And Humanity Jurnal Ragam Pengabdian
Abdul Muid
Jurusan Fisika FMIPA Universitas Tanjungpura, Pontianak
Religion Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Physics Social Sciences Other

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Journal : JOIV : International Journal on Informatics Visualization

 1 
Determining Forest Fire Position from UAV Photogrammetry using Color Filtration Algorithm Muid, Abdul; Evita, Maria; Aminah, Nina; Budiman, Maman; Djamal, Mitra
JOIV : International Journal on Informatics Visualization Vol 6, No 4 (2022)
Publisher : Society of Visual Informatics

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30630/joiv.6.4.956

Abstract

Forest fires frequently happen worldwide, especially in the dry season. A forest fire early warning system (EWS) is needed to prevent this disaster. The main part of EWS is the hotspot detection system. On the other side, Unmanned Aerial Vehicle (UAV) technology offers an alternative solution to detect the hotspot for poor satellite image processing accuracy. Remote sensing techniques with UAV working drones are progressively challenging. Drones can provide results in 2D and 3D images with high resolution and real-time. Therefore, in this research, we have used a photogrammetry application from the number of images collected by a UAV with an optimum flight plan for the mission to determine the location of the forest fire. This paper describes remote sensing experiments using drones to detect land fires. The experiment was carried out using a quadcopter drone of the DJI Phantom 4 Pro. The photos are processed using Agisoft Metashape Professional image processing software and become a 2D image. These images captured a fire simulation in a known location. After a high resolution (GSD – Ground Sampling Distance – 0.87cm/px) orthophoto had been generated, a color filtration algorithm detected a hotspot to detect a fire at the exact location. The results are almost zero deviation of longitude and latitude from the real location with 1.44 m2 and 1.06 m2 fire area from 2 experiments. This algorithm program has TPR and FPR are 0,78 and 0, respectively. Further research can develop an EWS with a combination of UAV and Wireless Sensor Networks.
Co-Authors Abdul Aziz Abdul Latif Ady Muh. Zainul Mustofa Agustiawan, M. Nassir Ahmad Fikri Ainur Rofiq Aisyah Larasati Albab, Alfi Nur Alfarisi, Zaky Salman Aminah, Nina Siti Amirullah, Muhammad Wahyu Anwar, Farikhul Appriyana, Nazira Apriyaningsih, Mega Ariarta, Aliffany Pualam Aridah, Aridah Arif Setiawan Arif, Khofiyul Arzam, Arzam Askarullah, Anas Asmaul Husna Audita Azzahra, Gladisya Ayang Fristia Maulana Azhar, Intan Nabila Azzahra, Anneira Azzahra, Gladisya Audita Bebeh Wahid Nuryadin Berti Ibmagara, Afridha Bibit Suhatmady Bisri, Abdul Mukti Bustanul Arifin Daud, Sulhi M. Dibirov, Gamzat Dini Fitriani, Dini Ditama, Rezki Agrisa Dwiastuti, Anik Eli Apud Saepudin Endang Pujiastuti Evita, Maria Fachry Abda El Rahman Fatimah Arofiati Noor Febriani, Suci Ramadhanti Febriyanti, Yeni Harisah Iklas Sanubary Ilhami, Rosita Ilmiani, Aulia Mustika Ilmiyah, Hafiah Hafidhotul Irfana Diah Faryuni Irma Nirmala Iwan Setiawan Joko Sampurno Julfadhli, Ardhi Jupri, Achmad Karim, Amrulloh Khamim, Nur Khoiriyah, Robihatul Khoirun Nisa Kusumafikri, Dhea Gilang Kuswardani, Chintia Dwi Wangsa Latif, Muhammad Sabri Lia Mazia, Lia Lilyani Asri Utami, Lilyani Asri Lutfi Hakim Luthviah, Shiva Durrotu M, Fadhlan Magfiroh, Magfiroh Maghfianti, Azzahara Maharani, Afrisa Mahbubah, Nina Mahdi, Al- Mahdi, Mohamad Wardougou Maman Budiman Marina, Siti Mitra Djamal Moch. Ronni Noerirawan Muh. Ishak Jumarang Muhammad Fauzi Muhammad Kamal Muhammad Shohib, Muhammad Muhammad Sobri Muliadi, - Mursal Mursal Nabila Azhar, Intan Nada, Zanuba Qotrun Nasrulloh Nasrulloh Natalia, Cristin Nikmatus Sholikha, Nikmatus Nina Aminah, Nina Nur Azizah Nurdiansyah Rudi Nurhasanah Nurhasanah Nursinta Prabowo, Ridho Pratama, Firman Afrian pratama, rizal Pratiwi, Desi Qotrun Nada, Zanuba Ramdani, Feri Rasyid Ratulangi, Ambo Ratulangi, Ambo Rasyid Riza Adriat Rohman, M. Fathor sae, Eli Apud Saputri, Cindi Sartika Sauzan, Zahra Sawita, I Kadek Agus Sara Sa’adah, Sa’adah Setyawan, Ferdy Sidik Prabowo Siregar, Ivana Maretha Siti Fauziyah Suprijadi Suprijadi Suti’ah, Suti’ah Syafi’i, Imam Syah, Yasifun Ardian Tarigan, Darell Timothy Vahlepi, Sahrizal Vania, Nur Izza Vertic Eridani Budi Darmawan Wahid, Muhammad Aqil Wahyu Kresno Edhy Waluyo, Handoyo Margi Yunengsih, Yuyun Yuniashafa, Risma Salaza Yusup, Agung Zainudin, Ihsanul Khuluk Zenrif, M Fauzan Zulfian Zulfian