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Journal : International Journal of Advances in Applied Sciences

Earthquake epicenter prediction from the Java-Bali radon gas telemonitoring station using machine learning Putranto, Christophorus Arga; Sunarno, Sunarno; Faridah, Faridah; Pratama, Thomas Oka
International Journal of Advances in Applied Sciences Vol 14, No 1: March 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijaas.v14.i1.pp39-45

Abstract

Predicting the location of earthquake epicenters is a critical aspect of earthquake forecasting, as it complements efforts to determine the time and magnitude of seismic events. This research addresses the challenge posed by the uncertainty in epicenter locations, particularly along the extensive plate faults of Indo-Australia and Eurasia. In these regions, effective earthquake prediction is compromised without accurate epicenter information, impeding mitigation strategies and complicating disaster impact estimation. The primary objective of this study is to devise an algorithm for forecasting earthquake epicenter locations by harnessing variations in radon gas concentrations on southern Java Island, Indonesia, as a predictive precursor. Using a supervised machine learning approach, this study integrates radon gas concentration data to predict the distance between a radon gas telemonitoring station and the impending earthquake epicenter. Three distinct machine learning algorithms were evaluated using data from six Java-Bali radon gas telemonitoring stations within an early warning system. The random forest algorithm emerged as the most effective, yielding an average root mean square error of 453.10 kilometers. The findings of this research significantly contribute to earthquake risk mitigation efforts. This work enhances our capability to anticipate seismic events, and more effective disaster preparedness and response strategies in earthquake-prone regions.
Co-Authors A. Cristina, A. Aditya Wiraswan Adriani Lestari Afifuddin, M. Aris Agus Budhie Wijatna Agus Subagio Agustin, Yuli Ahmad Fadli Ahmad Fadli Ahmad Faried Ahmad Syadzali Ain, Mohamad Isram M Aisyah Aisyah Al'farisi, Cory Dian Alfani, M Iram Alfarisi, Cory Dian Alfatinnisa, Zalfa Alfiandry, Muhammad Alief Rifaldi Allailus Syah Safara Altarawneh, Mohammednoor Amarila Malik Amun Amri Andriyan, Mohammad Wahyu Anggalia Wibasuri Aretama, Lucky Barga Ari Bawono Putranto Ari Wibawa Budi Santosa Armiati, Reni Arsha, Nabila Syahadati Arsyaningrum, Aurellia Putri Budi Asiyah, Tahsya Aulia Permatasari Bambang Jati Kusuma, Bambang Jati Barus, Surya Danta Alberto Budi Setiyanto Cahya Setya Utama Catur Yuda Pujiani Chairul Chairul Christian, Michael Darmiyati Denny Hardiyanto Desi Heltina Dewantara, Dede Dewi, Wahyu Narulita Djati Mardiatno Djati, Astrid Laksmita Djuniadi , Djuniadi Djuniadi Djuniadi Dumingan, Alvian Dunggio, Maryam Dwi Hartanti, Monica Dwi Joko Suroso Dwi Wahyu Arifudiin Najib Dyah Tasya Eko Haryono Eko Retno Indriyarti Endah Puji Astuti, Endah Puji Fabryza, Dhina Fadillatul Nisa Fanani, Ahmad Aziz Faridah Faridah Faridah Faridah Fariq, Aiman Fathi Hidayah, Fathi Fauzi, Adnan Fauzul Muna Feddy Setio Pribadi Fernando, Rio Agustian Gilang Fianti Fianti, Fianti Fitriana Fitriana Gautam, Deepak Gozali, Gozali Gunawan, Rida Arwanda Habib, Alltop Amri Ya Haris Supratno Havid Viqri Muhammad Redha, Havid Viqri Muhammad Heru Hendrayana Hidayah, Rizki Roqissatul Huda, Fathul Huwaidah Husna, Fathiyah I Wayan Mustika Ian Yulianti, Ian Ida Zahrina Idris, Haziq Indriyanto, Erwin Iqbal Iqbal Irma Damayanti Isa Akhlis Isnaini, Muhammad Dody Jaya, La Ode Irman Jiang, Zhong Tao Kambang Sariadji Kamila, Syabina Karmila Achmad Karnisih, Karnisih Kasiyati Kasiati Kasiyati Kasiyati Khairunnisa, Nurul Fathia Khan, Omar Khasanah, Miftakul Koentjoro Koentjoro Kristanto, Rachellita Elizania Kusdar, Kusdar Kustopo Budiraharjo Laisa Husraini Leonardy, Joshu Lestari Lestari Lestari, Fiya Auliya M. Ain, Mohammad Isram M. Anggri Setiawan Mahmuddin Mahmuddin Mariatul Kiptiah Masturi Masturi Maura, Maisya Sifana Ma’rifah, Siti Memory Motivanisman Waruwu Miran, Hussein A. Mufatihah, Nishfa Muhammad Anwar Djaelani Muhammad Anwar Djaelani Muhammad Ridwan Muhammad, Sulthan Aghni Mulalinda, Stella Mulyantana, Anang Mutamima, Anisa N. Istiana, N. Nadhifah, Anisa Nazarudin Nelly Puspandari Noverina, Rachmawati Nur Handyka, Muhammad Ammar Nurfatihayati Nurizka Ayu Setiani Nursabrina, Azra Batrisyia Oktavia, Anik P. Dwijananti Panarat Cherntanomwong Pradieva, Christenta Tirta Pratama, Thomas Oka Pratiwi Dwijananti Prayogo, Defrian Purwaningtyas, Yoggi Ramadhani Putranto, Christophorus Arga Putri, Ratih Rinendya Putri, Rofiatul Adawiyah Rachmadya Nur Hidayah Rachmawan Budiarto Rahayu, Enik Rahman, M. Mahbubur Rahmat Wicakso, Doni Ratih Rinendyaputri Reni Yenti, Silvia Retno Khimantoro Reynato Wijaya Saputra Risanuri Hidayat Rivetra, Amelia Hayu Rizki Agustina Rizki, Femas Arianda Rohmad Rohmad, Rohmad Rohman, Jihadul Hanif Fadlur Rony Wijanarko Rony Wijaya Rudy Juandi Goeltoem Rusadi, Alya Fakhirah Sagena, Unggul Salsabila, Safira Septiandika Santoso Santoso Saputra, Aditya Lutfian Saputra, Muhammad Ragil Sara Wibawaning Respati, Sara Wibawaning Sari Dewi Panjaitan, Novaria Sari, Diah Arizki Wati Sarma, Deki Satriyo Adhy SELA SEPTIMA MARIYA Setyaji, Yekti Silelety, Angel Silvia Reni Yenti Singgih Hawibowo Sintawati, Dwi Siringo Ringo, Lumayan Siti Muflichatun Mardiati Siti Muflichatun Mardiati Solikhin Solikhin Sri Isdadiyanto Sri Mulyani Sri Mulyo Bondan Respati Sri Pujiyanto Subandiyah, Heny Sudarmadji Sudarmadji Suhendri Suhendri Sukirman Sukirman Sulistyowati, Indah Dwi Suparmi Suparmi Supratno, Haris Susanty, Sri Sutaryani, Apit Sutono Sutono SYAIFUL BAHRI Syamsuri, KGS M Nurs Syarif Hidayat Tatag Yufitra Rus Telaumbanua, Yohanes Tjetjep Darmawan Totok Sulistyo Trisno, Agung Utama, Hieronimus Adiyoga Nareswara Utama, Panca Setia Utomo, Galih R. W. P, Wasi Sakti Wibawaning, Sara Wibowo, Suryo Wicaksono, Muhammad Tsaqif Widyatna, Nicolaus Evan Wiujianna, Atri Wulandari, Revika Yelmida Azis Yogi Prihandoko Yohannes Sardjono Yuli Widyaningsih Yulia Sri Ulpah Yuni Rukminiati Yusuf, Bintang Akbar Zulfa, Laili Fitria