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All Journal ComEngApp : Computer Engineering and Applications Journal Jupiter Journal of Education and Learning (EduLearn) CommIT (Communication & Information Technology) Indonesian Journal of Forestry Research Rekursif: Jurnal Informatika Jurnal Pseudocode Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) JUITA : Jurnal Informatika Sisforma: Journal of Information Systems JURNAL PENGABDIAN KEPADA MASYARAKAT JOIN (Jurnal Online Informatika) Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control IT JOURNAL RESEARCH AND DEVELOPMENT JMM (Jurnal Masyarakat Mandiri) JURNAL PENGABDIAN KEPADA MASYARAKAT CARADDE: Jurnal Pengabdian Kepada Masyarakat JURNAL PETIK JSAI (Journal Scientific and Applied Informatics) Dharma Raflesia : Jurnal Ilmiah Pengembangan dan Penerapan IPTEKS Jurnal Teknik Informatika (JUTIF) Aktual : Jurnal Pengabdian Kepada Masyarakat Abdi Reksa KOPEMAS Indonesian Journal of Forestry Research The International Journal of Remote Sensing and Earth Sciences (IJReSES)
Utama, Ferzha Putra
Information System, Engineering Faculty, Universitas Bengkulu, Indonesia
Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Public Health Social Sciences Other

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Journal : Indonesian Journal of Forestry Research

 1 
MINING FIRE HOTSPOTS OVER NUSA TENGGARA AND BALI ISLANDS Vatresia, Arie; Regen, Rendra; Putra Utama, Ferzha; Oktariani, Widhia
Indonesian Journal of Forestry Research Vol. 9 No. 1 (2022): Indonesian Journal of Forestry Research
Publisher : Association of Indonesian Forestry and Environment Researchers and Technicians

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59465/ijfr.2022.9.1.73-85

Abstract

Forest fires are still one of the most common problems in Indonesia. In fact, many of these forest fires origin from human activities, namely fires that are intentionally raised for a purpose such as widening the land to prepare for the planting season in the Nusa Tenggara Island. Forest fire events can be identified by observing hotspot data which are monitored through remote sensing satellites. Hotspot is an area that has a relatively higher surface temperature than the surrounding area based on certain temperature thresholds monitored by remote sensing satellites. The objective of this research is to cluster hotspots in the Nusa Tenggara and Bali Islands from year 2013 to 2018 using the K-Means Clustering Method with 28,519 hot spot data. By knowing this result, the ministry can use this data for patrol priority management. This research successfully clustered three types of hotspot classes based on the risk of fire with details as follow; High Risk Class contains 12,212 data with ranges of mean values of confidence in the range of 49.3–100%, brightness in the range of 305.1–421.3o K and FRP in the range of 2.5–714.3; Medium Risk contains 12,250 data mean values of confidence with a range of 20.3–74.3%, brightness in the range of 301.06–341.86o K and FRP in the range of 3.6–141.4; and Low Risk contains 4,057 data with a range of mean values of confidence in the range of 0–39.8%, brightness in the range of 300–365.86oK and FRP in the range of 3.5–275.6.
Co-Authors Aan Erlansari Adhadi Kurniawan Adi Yulianto, Adi Ahmad Faris, Ahmad Alfarobi, Jemmi Andang Wijanarko Andang Wijanarko Andrei Aiman Omega Apri Andani Arie Vatresia Arie Vatresia Arie Vatresia Arie Vatresia Arie Vatresia Arie Vatresia Asahar Johar Asahar Johar Basuki Sigit Priyono Bismantolo, Putra Daratha, Novalio Debby Seftyarizki Desi Andreswari Desi Andreswari Desi Andreswari Desviansyah Yoga Prasetyo Devina Fitria Eko Sumartono, Eko Enda Esyudha Pratama, Enda Esyudha Endang Widi Winarni Endina Putri Purwandari FAISAL HADI Faurina, Ruvita Febrianti, Tiara E Fitranita, Vika Funny Farady Coastera Hadi, Faisal Hanan Raihana Hastri Winanda Hidayat, Pradifta Irsyad Hilmi Nurhadi, Raden Muhammad Jemmi Alfarobi Julia Purnama Sari Julia Purnama Sari Julia Purnama Sari Kiki Akiong Manishe Kurnia Anggriani Kurnia Anggriani Kurnia Anggriani, Kurnia Lestari, Etika Dwi Lindung Zalbuin Mase Maya Angraini Muhammad Panji Ramadhan Murfid Aqil Nanang Sugianto Nanang Sugianto Nanang Sugianto Nanang Sugianto Nirwana Nirwana Nurul Renaningtias Okta Piani, Sri Oktariani, Widhia Omega, Andrei Aiman Pradifta Irsyad Hidayat Prasetyo, Bimo Pratama, Yogi Putra Bismantolo Putra Bismantolo Putri, S.T, M.Kom, Tiara Eka Putri Raden Muhammad Hilmi Nurhadi Rais, Rendra Regen Regen, Rendra Rendra R Rais Rendra Regen Rendra Regen Rais Rizkianda Rahmansyah Rizky Amanah Putra Rusdi Efendi Ruvita Faurina Safitri Nurhaeni Salsabila, Elvina Sandhy Akmal Nasution Sinta Iryani Sobri, Azzahrah Nur Awaliah Stern Imanuel Kristian Tiara E Febrianti Widhia Oktariani Wijanarko, Andang Wijaya, Gusman Wijayanti, Indah Oktari Yudi Setiawan Zalbuin Mase, Lindung