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All Journal Pharmaciana: Jurnal Kefarmasian Indonesian Journal of Pharmaceutical Science and Technology Jurnal Ilmu Farmasi dan Farmasi Klinik (Journal of Pharmaceutical Science and Clinical Pharmacy) Pharmacon Forum Geografi IJoICT (International Journal on Information and Communication Technology) JOIN (Jurnal Online Informatika) Jurnal Teknologi dan Sistem Komputer Media Farmasi Journal of Dedicators Community JPSCR : Journal of Pharmaceutical Science and Clinical Research Forest and Society Jurnal Mandala Pharmacon Indonesia Abdimas UNWAHAS : Jurnal Pengabdian Masyarakat UNWAHAS Jurnal Ilmiah Cendekia Eksakta Jurnal Vokasi Jurnal Mandala Pengabdian Masyarakat Jurnal Pengabdian Masyarakat Abdimas Madani PROFICIO: Jurnal Pengabdian Masyarakat Jurnal DiMas (Jurnal Pengabdian Kepada Masyarakat) Media Farmasi Indonesia Jurnal Farmasi Sains dan Praktis Borneo Journal of Pharmacy Jurnal Kefarmasian Indonesia Palawa Jurnal Pengabdian Kepada Masyarakat JI-KES (Jurnal Ilmu Kesehatan)
Ayu Shabrina
Universitas Wahid Hasyim
Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : JOIN (Jurnal Online Informatika)

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Analisis Komparatif Karakteristik Kebakaran Hutan Berbasis Machine Learning di Sumatera dan Kalimantan Shabrina, Ayu; Nuni Wahyuni, Intan; Latifah, Arnida L
JOIN (Jurnal Online Informatika) Vol 8 No 1 (2023)
Publisher : Department of Informatics, UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/join.v8i1.1035

Abstract

Sumatra and Borneo are areas consisting of rainforests with a high vulnerability to fire. Both areas are in the tropics which experience rainy and dry seasons annually. The long dry season such as in 2019 triggered forest and land fires in Borneo and Sumatra, causing haze disasters in the exposed areas. This indicates that climate variables play a role in burning forests and land in Borneo and Sumatra, but how climate affects the fires in both areas is still questionable. This study investigates the climate variables: temperature, humidity, precipitation, and wind speed in relation to the fire’s characteristics in Borneo and Sumatra. We use the Random Forest model to determine the characteristics of forest fires in Sumatra and Borneo based on the climate variables and carbon emission levels. According to the model, the fire event in Sumatra is slightly better predicted than in Borneo, indicating a climate-fire dependence is more prominent in Sumatra. Nevertheless, a maximum temperature variable is seemingly an important indicator for forest and land fire in both domains as it gives the largest contribution to the carbon emission.
Co-Authors Abiluzzihda, Abiluzzihda Adhi Gunawan Agnes Theresya Poerba Akhmad Pandhu Wijaya, Akhmad Pandhu AL Mamuda, Naila Amalia, Ayunda Tri Amirudin, Muhammad Subhan Angelita, Anastasya Annisa Rahayuning Pratiwi Apriliyani, Dwi Nur Anisa Arnida Lailatul Latifah Arsyada, Muhammad Farih Astri Risma Debi Auliasari, Dewi Wulandari Aza Zakiyatun Nida Aza Zakiyatun Nida Bambang Ari Wahyudi Daipadli Daipadli Dharmawan Dharmawan Dhimas Adhityasmara Diana Anisa Setyani Eka Sakti Wahyuningtyas Elya Zulfa Erika Indah Safitri Faza Putri_Maulina Hanik Firdausi, Zuhriya Muna Gunawan, Adhi Hafiz, Nur Haq, Stivenef Arinal Heny Puspasari Heroweti, Junvidya Hidayati, Ishardina C. I Nyoman Sujana Ibrahim Arifin Ibrahim Arifin Ibrahim Arifin Icha Sabrina Milenia Khansa Ilma Nur Khafifa Inayati, Dian Inna Syafarina Intan Nuni Wahyuni Intan Pratiwi Irma Palupi Jalil, Ahmad Abdul Junvidya Heroweti Junvidya Herowety Kabur, Savio Ricardus KHOIRUL ANWAR Khoirul Anwar Kintoko Kintoko Kintoko, Kintoko Latifah, Arnida L Latifah, Arnida L. Lobma, Fadhil M Fatchur Rochman M Fatchur Rochman MARIA ULFAH Mas’ud, Muhammad Maulana, Muhamad Amir Mimiek Muurukmihadi Misbahul Munir Muddiin, Muhammad Imaa Muhammad Ikhsan M_Rifki Pratama_Kharisma Akbar Nalaratih, Novinda Niswatus Sholihah Nuni Wahyuni, Intan Nurjeha, Ismahani Batrisyia Nurkhasanah Nurkhasanah Nurkhayati, Nurkhayati Poerba, Agnes Theresya Pratama, Arvian Randitya Pratama, Fandy Indra Pratiwi, Nevy Prihantini, Malinda Puspasari, Heny Puspita, Weni Rabiatul Adawiyah Ratna Hapsari Ratna Hapsari Tri Mustika Dewi Rima Nofitasari Ririn Lispita Wulandari Risha Fillah Fithria risha fillah fithria Riyanti, Winanti Adi Rizky Adityo Saputro Rochman, M Fatchur Rossi Prabowo Rosyida, Salma Putri Saniya Alfa Salsabila Sapto Yuliani Setyani, Diana Anisa Siti Setianingsih Sofiyulloh, Muhammad Wahyu Sri Eka Rahmadany Sri Eka Rahmadany Sri Febri Haryati Sri Mastuti Sri Suwarni Sumantri Sumantri Sunanda, Hairudin Farid Surti Khayatul Fata Susiana Irmawati Urva Fresiva Uswatun Hasanah Vironica Rizky Fauziah Wahyu Kumala Sari Wahyu Setyo Wibowo Wahyuni, Intan N. Wahyuni, Intan Nuni Wibowo, Danang Novianto Wijayatri, Ratna Wirayudha, Halim Yulias Ninik Windriati Zuhriya Muna Zuhriya Muna Firdausi