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All Journal Ulul Albab: Jurnal Studi dan Penelitian Hukum Islam Afkaruna: Indonesian Interdisciplinary Journal of Islamic Studies Ulul Albab: Jurnal Studi Islam Maraji`: Jurnal Ilmu Keislaman Indonesian Journal of Science and Technology Religi: Jurnal Studi Agama-agama Jurnal Pengabdian UntukMu NegeRI QALAMUNA: Jurnal Pendidikan, Sosial, dan Agama Madaniyah: Terciptanya Insan Akademis Berkualitas Dan Berakhlak Mulia MODELING: Jurnal Program Studi PGMI As-Salam: Jurnal Studi Hukum Islam & Pendidikan Communications in Science and Technology MEKANIKA - JURNAL TEKNIK MESIN Unes Law Review Jurnal Pemberdayaan: Publikasi Hasil Pengabdian Kepada Masyarakat Seminar Nasional Lahan Suboptimal SRIWIJAYA JOURNAL OF MEDICINE Jurnal Aplikasi Statistika & Komputasi Statistik Medica Hospitalia SCAFFOLDING: Jurnal Pendidikan Islam dan Multikulturalisme Potret Pemikiran Mobile and Forensics INTEGRITAS : Jurnal Pengabdian Hanifiya: Jurnal Studi Agama-Agama Akademika Pasundan Journal of Mathematics Education : Jurnal Pendidikan Matematika Ekasakti Jurnal Penelitian dan Pengabdian (EJPP) Poros Onim Human Resource Management Studies Indonesian Journal of Teaching in Science International Journal of Electronics and Communications Systems Society: Jurnal Pengabdian Masyarakat Bureaucracy Journal : Indonesia Journal of Law and Social-Political Governance Al Hikmah : Jurnal Studi Keislaman Journal of Islamic History Makara Journal of Health Research Makara Journal of Technology Al-Aqwal : Jurnal Kajian Hukum Islam Ezra Science Bulletin Journal of Information System Exploration and Research Jurnal Masyarakat Religius dan Berwawasan Jurnal Pertanian Khairun (JPK) Analysis : Journal of Education Al Hakam: The Indonesian Journal of Islamic Family Law and Gender Issues El-Wasathy: Journal of Islamic Studies Jurnal Pariwisata dan Budaya (RANATAYA) Journal of Community Engagement in Economics Islamic Studies in the World Fast in Social Sciences
Muhammad Aziz
Institut Agama Islam Negeri Syekh Nurjati Cirebon
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Other

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Journal : Mobile and Forensics

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Integration of Landscape Analysis, Mobile GIS and Ant Algorithm for Early Warning and Coastal Security Systems Aziz, Muhammad
Mobile and Forensics Vol. 7 No. 2 (2025)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/mf.v7i2.13176

Abstract

Coastal areas are increasingly vulnerable to abrasion, flash floods, and seawater intrusion due to climate change and human activities. Addressing these hazards requires an integrated early warning system that enables timely and adaptive disaster mitigation. This study integrates landscape analysis, Mobile GIS technology, and the Ant algorithm into a unified early warning framework. Landscape analysis identifies geomorphological patterns and coastline changes. Mobile GIS supports real-time spatial data acquisition, while the Ant algorithm optimizes evacuation routes, sensor placement, and hazard prediction through agent-based modeling. The system incorporates spatial, topographic, oceanographic, and socio-economic data processed through spatial and computational methods. Validation using historical records and field data shows enhanced hazard detection, more efficient evacuation planning, and quicker response times. The Ant algorithm adapts routes in real time based on environmental changes. Sensor deployment is optimized for high-risk zones. Mobile GIS ensures continuous updates and spatial visualization. Real-time processing supports rapid decision-making and threat modeling. These integrated components demonstrate a strong potential to build a resilient, data-driven early warning system for coastal communities. In conclusion, the proposed system offers a precise, adaptive, and scalable approach to improve disaster preparedness in vulnerable coastal regions. Keywords: early warning system, Mobile GIS, ant algorithm, landscape analysis, coastal disaster mitigation
Co-Authors Abdul Ghofur Abror, Wiena Faqih Abu Bakar, Mimi Hani Abu Umayah Adilla, Rahmi Elfa Agmi, Nadia Agus Salim Alamsyah - Albaar, Nurjanna Ali Ahmad Yenuri, Ali Ahmad Amin, Fathul Ardiansyah, Rahmad Ariq, Ziyad Al Arsi, Arsi Askar, Ahmad Auliya, Nanda Rahmah Bambang Gunawan Basir, M Bentang Arief Budiman Carolin, Jenia Chandra Pratama, Ragil Chichi Andriani, Chichi Danardono Dwi Prija Tjahjana, Dominicus Dira Herawati DM, M. Yusuf Eddy Roflin Fadriati Fadriati Fahruddin, Ahmad Hanif Fazhira, Ira Febrianti, Bella Annisa Febriyanti, Nabila Firman Bagja Juangsa Firmansyah, Ridha Fitri, Nur Lailatul Ghazali, Mohd Fahmi Gresya Ginting, Cesey Haji, Mohammed M. Hamidin Rasulu Hanum Harahap, Herlina Harahap, Muthia Sartika Harwijayanti, Widyanita Hasibuan, Nurul Hakiki Hendra Darmawan Hidayah, Fachri Hidayah, Khairul Hidayati, Niswatin Nurul Husnul Fadhil, Mhd. Iche Andriyani Liberty, Iche Andriyani Ika Dyah Kumalasari Ilhamsyah, Rizky Imam Makruf Islamy, Athoillah Izzatul Umami Judijanto, Loso Juliansyah Juliansyah Kim, Byung Hong Kumalasari, Ine Kurniawan, Al Amin Lee, Umi Hamidaton Mohd Soffian Liberty, Iche A Lokahita, Baskoro Lubis, Fauziah Marlina Marlina Masnita Sinaga, Tessia Maula Nafi Miftakhul Janah Minidian Fasitasari Muhajirin, Bayu Muhammad Huda Muhammad Nanang Qosim Muhammad Naufal, Muhammad Muhandy, Rachmad Surya Muslihah, Fitriyyatul Mutia, Vina Nasution, Qustinanis Puja Ngibad, Khoirul Noviana, Leni Duwi Nur Aini Nuraida, Indri Nurhayati, Wina Nurita, Rinta Nurkholis Nurotun Mumtahanah, Nurotun pariyana, Pariyana Pebri, Akly Prabowo, Basit Adhi Pudjowati, Saras Rahardian, Samuel Rahman, Clarita Ise Afifatunnisa Rahmayani, Endah Raissa, Siti Ramdlaningrum, Herni Rangkuti, Shindy Tamanda Ratna Sari Resti, Nindi Sulvina Mai Rochady Setianto Rusydi Umar Sa'diah, Aminatus Sabri Sabri Salehmin, Mohd Nur Ikhmal Salsabila, Nur Sambegoro, Poetro Lebdo Sarmen Aris Shame, Buruhan Haji Shaofa, Rizki Audiah Sholikah Sholikah Sholikah Somalu, Mahendara Rao Sri Windari, Sri Ssatar, Ibdal Suadaa, Lya Hulliyyatus Subkhana Adzim Baqi Susanto, Mujib Akhis Suwandi, Tri Syafieh, Syafieh Syaifulloh, Moh Takahashi, Fumitake Tjekyan, Suryadi Ubaidillah Vania, V. Wan Daud, Wan Ramli Warosari, Yuli Fatimah Winarti, Siti Sri Winda, Ratu Yasin, Muhammad Fatah Zahara Zahara Zainal Arifin Zakiyah, Amanatus