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Journal : Journal of Applied Geospatial Information

Traffic Accident Spatial Modeling Using Adaptive Kernel Density Estimation Method Based on Geographical Information Systems For Road Sections In Brebes District, Brebes Regency Andini, Tyas Fitria; Awaluddin, Moehammad; Nugraha, Arief Laila
Journal of Applied Geospatial Information Vol. 9 No. 2 (2025): Journal of Applied Geospatial Information (JAGI)
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jagi.v9i2.8404

Abstract

Based on information from the Satlantas Polres Bebes, in 2022 the number of accidents in the Brebes Regency area reached 1.088 incidents that cause fatality damage and material losses. Data shows that in the last three years, Brebes District has recorded as the district with the highest accident statistics in this region. These incidents have a tendency to occur in certain sections. This research  using a Geographic Information System (GIS) based approach using the Adaptive Kernel Density Estimation method to analyze the density of accidents on the road sections. The road network is divided into segments of 1000 meters and sub-segments iterated every 20 meters to obtain more accurate results. Vulnerability maps are classified based on the weighting of accident frequency, blackspot maps are classified based on Equivalent Accident Number (EAN) calculation. The results of the accuracy test comparison show that the Adaptive Kernel Density Estimation method can produce a vulnerability maps model with suitability level accuracy of 71,13%. In blackspot modeling, the CPAI calculation results show that the Adaptive Kernel Density Estimation method can produce a CPAI index of 71,73%.
Co-Authors Abdi Sukmono Abdi Sukmono, Abdi Adnan Khairi Afriyanto Afriyanto Aisyah Arifin Aisyah Arifin Ajeng Kartika Nugraheni Syafitri Akhmad Kurniawan Alfian Budi Prasetya Alfien Rahmenda Ali Amirrudin Ahmad Amal Fathullah, Amal Amri Perdana Ginting Ana Rosida Andika Malik Andika Rizal Bahlefi Andini, Tyas Fitria Andre Hermawan Andri Suprayogi Anggi Tiarasani Anisa Rachmawati, Anisa ARGNES DIONANDA RESZA PRADIPTA Arief Laila Nugraha Arief Laila Nugraha Arief Laila Nugraha Arintia Eka Ningsih Ario Damar Wicaksono Armenda Bagas Ramadhony Aruma Hartri Aufan Niam Aulia Fikki Wicaksono Aysha Puspa Pertiwi Ayu Nur Safi'i Bambang Darmo Y Bambang Darmo Yuwono Bambang Darmo Yuwono Bambang Darmo Yuwono Bambang Sudarsono Bambang Sudarsono Bandi Sasmito Bhekti Hapsari Bilqis, Ramadhani Sarah Alicya Bobby Daneswara Indra Kusuma Brinton Patuan Sitorus Budi Prayitno Cindy Puspita Sari Damar Ismoyo Danang Budi Susetyo Desita Khrisna Putri, Dewa, Kusuma Hangga Dewi Shinta Septifany Dian Rizqi Ari Wibowo Dimas Bagus Dina Wahyuningsih Dwi Arini Dzaki Adzhan Ega Gumilar Hafiz Enersia Ihda K. U Extiana, Kiky Fadhilla Shara Denafiar Fajar Dwi Hernawan Fanni Kurniawan Fanny Rachmawati Fathan Aulia Fauzi Iskandar Fauzi Janu Amarrohman, Fauzi Janu Fauzi Janu Ammarohman Febrian Pramana Putra Fetra Kristina Harianja Gina Andriyani Habib Azka Ramadhani Hadi, Firman Hana Sugiastu Firdaus Hana Sugiastu Firdaus Hana Sugiastu Firdaus Hana Sugiastu Firdaus, Hana Sugiastu Handayani Nur Arifiyanti Haniah Haniah Hani’ah Hani’ah Haris Yusron Hayuningsih, Dwi Mastuti Heri Gusfarienza Heri Setiawan Ika Nurdianasari Ikhlasul Amal Ahyani Indra Laksana Irfan Tri Anggoro irwan meilano Johan Wisma Anggoro Joko Wibowo Juwita Widya Qur’ani Khairuddin Khairuddin Khofifatul Azizah Khofifatul Azizah Kiky Extiana Kindy Ibrahim Hari Kurniawan Adi Widiyanto L. M. Sabri Labib, Muhammad Faishal Laode M Sabri LAURENTIUS IMMANUEL YUDIT PRABOWO LM. Sabri Lolita, Diaz Amel Lorenzia Anggi Ramayanti Lufti Rangga Saputra LUKMAN MAULANA ABDILLAH Lutfi Eka Rahmawan Lutgar Sudiyanto Sitohang LUTHFI RAHMANDHANI Mahmudi, Fakhry Nur Maulana Eras Rahadi Meita Arddinatarta Moh Kun Fariqul Haqqi Mohammad Afif MOHAMMAD YUSUP LUTFI Much. Jibriel Sajagat, Much. Jibriel Muhamad Arif Debalano Muhamad Nurman Cholid Muhammad Bagus Salim Muhammad Danny Rahman Muhammad Hudayawan Nur L Muhammad Iqbal Akhsin Muhammad Maulana mahardika Amfa Muhammad Rifqi Andikasani Nanda Dewi Arumsari Nasytha Nur Farah Nella Wakhidatus Nina Ratnaningrum NOVAYA NURUL BASYIROH Nugrahanto, Prasetyo Odi Nur Lail, Muhammad Hudayawan Nuranda, Kris Junida Herindra Nurhadi Bashit Nurhadi Bashit Nurmalasari, Cici Nurnaning Aisyah Pardjono, P. Prya Adhi Surya Nugraha Putri, Alifa Salsabilla Rachmawati, Ekha Rahman, Muhammad Fiqri Ramdhan Thoriq Setyabudi Renaud Saputra Purba Resi Diansismita Reza Nur Hidayat Rico Waskito Putro Rifki Purnama Aji Rifqi, Muhammad Alifian Risa Ayu Miftahul Rizky Riyadi, Elnatan Vieno Rizky Saputra Rofi'i, Nur Izha Jannah Roy Kasfari Sabri, Laode M. Safii, Ayu Nur Safira Devi Kirana Sandy Yudistira Mahardika, Sandy Yudistira Sarmedis Anrico Situmorang Satrio Wicaksono Satrio Wicaksono Sawitri Subiyanto Septian Dewi Cahyani Septiawan Setio Hutomo Setiaji Nanang Handriyanto Sigit Irfantoro Siregar, Afifah Zafirah Siti Fathimah Soraya Rizky Puspitasari Sri Widiyantoro Sry Suando Sinaga Susilo Susilo Sutomo Kahar Syachril Warasambi Mispaki Tiara Toyyibatul Arofah Tristika Putri Wahyu Entriana Kumala Dewi Wahyu Nur Rohim Wahyuddin, Yasser Wakhidatus, Nella Wibowo, Sidik Tri Wildan Ryan Irfana Yolanda Adya Puspita Yudo Prasetyo