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Suwarsono Suwarsono
Dental Nursing Department, Polytechnic Health Ministry of Semarang
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Pemanfaatan Citra VIIRS untuk Deteksi Asap Kebakaran Hutan dan Lahan di Indonesia Zubaidah, Any; Sulma, Sayidah; Suwarsono, Suwarsono; Prasasti, Indah
Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan (Journal of Natural Resources and Environmental Management) Vol 9 No 4 (2019): Jurnal Pengelolaan Sumberdaya Alam dan Lingkungan
Publisher : Pusat Penelitian Lingkungan Hidup, IPB (PPLH-IPB) dan Program Studi Pengelolaan Sumberdaya Alam dan Lingkungan, IPB (PS. PSL, SPs. IPB)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jpsl.9.4.929-945

Abstract

The observation of smoke because of land and forest fires in some regions in Indonesia mostly use the composite image visually. This study aims to develop the detection model of forest and land fire smoke using a digital analysis, which will be faster in supporting spatial information on emergency response in monitoring forest and land fire smoke. The method used is multi-threshold method and compare it with the existing model that is by modification of method Li et al. (2015). The data used is Suomi NPP-VIIRS satellite imagery. The results concluded that the VIIRS image can be used to detect the smoke and smoke distribution of forest fire and digital smoke. The multi-threshold model uses reflectance data obtained from the M4 visible channel, and the brightness temperature data obtained from the LWIR VIIRS M14 channel, with an average accuracy of 82.2% with a Commision error of 9.8% and an Ommision error of 10%. While the model of modification Li is based only on reflectance of visible-channel data i.e. channel M1, M2, M3, and SWIR VIIRS M11 channel, which has an average accuracy of 72.3% with a Commision error of 0.3% and an Ommision error of 27.4%. The multi-threshold model is a model that has the potential to be applied to detect forest and land fire smoke.
Co-Authors A.A. Ketut Agung Cahyawan W Aladdawiyah, Zahara Septika Amiruddin Amiruddin Ani Subekti, Ani Any Zubaidah Arif Ismul Hadi Asteriqa, Mica Astuti, Nissa Atriyon Julzarika Ayu DS, Kusumaning Bambang Sutomo, Bambang Bambang Trisakti Budiono Budiono Cahyani, Rani Fuad Chulafak, Galdita Aruba Dessy Triana Dipo Yudhatama, Dipo Eko Kusratmoko Elfi Yuliza Elmiati Elmiati Fajar Yulianto Gunasari, Lala Foresta Valentine Hana Listi Fitriana, Hana Listi Harlianto, Budi Herliana Herliana Herno Yudiansyah Hidayat Hidayat Indah Prasasti, Indah Jalu Tejo Nugroho, Jalu Tejo Johan, Septi Johannes Manalu, Johannes Katmoko Ari Sambodo, Katmoko Ari Khomarudin, Muhammad Rokhis Kuncoro Teguh Setiawan, Kuncoro Teguh Latifah, Rose Asni Lestari, Widya Novia Lizalidiawati Lizalidiawati Mahdi Kartasasmita Masduki Mega Teguh Budiarto Mohamad Irkham Mamungkas Muchlisin Arief Muh Aris Marfai Nasution, Ahmad Azmi Noviar , Heru Nur Subeki Nurwita Mustika Sari, Nurwita Mustika Parwati Parwati Putri, Hestyna Eka Putri, Reva Marlita Refrizon Refrizon Riska Ekawita Rokhmatuloh, Rokhmatuloh Sadimin Sadimin Safitri, Oktari Elha Sariyem Sariyem Sayidah Sulma, Sayidah Sri Harini Suardi, Nursakinah Suhadha, Argo Sukowati, Kusumaning Ayu Dyah Sulyantoro, Heri Supiyati , Supiyati Supiyati . Suprapto, Totok Supriatna Supriatna Suryo H, Nanik Sutarto HP Suwardi Suwardi Syaputri, Adinda Hija Tarsoen Waryono, Tarsoen Triyono, Djoko Udhi Catur Nugroho, Udhi Catur Wikanti Asriningrum, Wikanti Yulian Fauzi Zulfia Memi Mayasari