GIS-based Evacuation Routing using Capacity Aware Shortest Path Evacuation Routing Algorithm and Analytic Hierarchy Process for Flood Prone Communities

被引:2
|
作者
Manliguez, Cinmayii [1 ,2 ]
Jean Diche, Zarah [2 ]
Jezebel Jimenez, Maria [1 ]
Agrazamendez, Maureen [1 ,2 ]
Acosta, Joseph [1 ,2 ]
机构
[1] Univ Philippines Mindanao, Coll Sci & Math, Dept Math Phys & Comp Sci, Davao 8022, Philippines
[2] Univ Philippines Mindanao, Coll Sci & Math, Phil LiDAR 1B13 LiDAR Data Proc & Validat Mindana, Davao 8022, Philippines
关键词
Decision Theory; Flood; Uncertainty; Evacuation Routing; EMERGENCY;
D O I
10.5220/0006327402370243
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Evacuation routing is one of the fundamental instruments for flood risk mitigation. In this study, features extracted from LiDAR data are used to create dynamic network composed of buildings and roads. Flood prone areas identified through flood models from Phil-Lidar 1 Project are considered by Capacity Aware Shortest Path Evacuation Routing algorithm to determine optimal routes. Road capacity and location of building features were also considered. Uncertainties among possible paths taken are evaluated through Decision Theory. Specific DT technique implemented to generate alternative routes for the possibility of detours is the Analytic Hierarchy Process. This study can help city governance in terms of planning and disaster risk reduction management.
引用
收藏
页码:237 / 243
页数:7
相关论文
共 50 条
  • [1] Evacuation Simulation under Different Conditions using a Safest Path Routing Algorithm
    Shikhalev, Denis
    Khabibulin, Renat
    Kemloh, Ulrich
    Gudin, Sergey
    PROCEEDINGS OF THE 18TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL 2 (ICEIS), 2016, : 62 - 69
  • [2] A Chaotic Teaching Learning Based Optimization Algorithm for Optimizing Emergency Flood Evacuation Routing
    Zamli, Kamal Z.
    ADVANCED SCIENCE LETTERS, 2016, 22 (10) : 2927 - 2931
  • [3] Flood Disaster Forecasting: A GIS-based Group Analytic Hierarchy Process Approach
    Matori, Abd Nasir
    Lawal, Dano Umar
    STRUCTURAL, ENVIRONMENTAL, COASTAL AND OFFSHORE ENGINEERING, 2014, 567 : 717 - 723
  • [4] K-Shortest-Path-Based Evacuation Routing with Police Resource Allocation in City Transportation Networks
    He, Yunyue
    Liu, Zhong
    Shi, Jianmai
    Wang, Yishan
    Zhang, Jiaming
    Liu, Jinyuan
    PLOS ONE, 2015, 10 (07):
  • [5] GIS-Based Flood Risk Model Evaluated by Fuzzy Analytic Hierarchy Process (FAHP)
    Sukcharoen, Tharapong
    Weng, Jingnong
    Charoenkalunyuta, Teetat
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY XVIII, 2016, 9998
  • [6] GIS-BASED ANALYTICAL HIERARCHY PROCESS MODELING FOR FLOOD-PRONE AREA MAPPING IN VIETNAM
    Nguyen, Huu Duy
    Serban, Gheorghe
    GEOGRAPHIA TECHNICA, 2023, 18 (01): : 56 - 70
  • [7] GIS-Based Identification and Analysis of Optimal Evacuation Areas and Routes in Flood-Prone Zones of Swabi District, Pakistan
    Ahmad, Sareer
    Waseem, Muhammad
    Hussain, Sadaquat
    Shah, Mudassar Munir
    Malik, Fouzia Perveen
    Masood, Salman
    Leta, Megersa Kebede
    JOURNAL OF ENGINEERING, 2024, 2024
  • [8] FLOOD VULNERABILITY ASSESSMENT AND EVACUATION PLANNING FOR RURAL POPULATIONS IN ANHUI PROVINCE, CHINA USING ANALYTIC HIERARCHY PROCESS
    Liu, Zelin
    Dai, Yun
    ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2023, 22 (09): : 1665 - 1677
  • [9] GIS-based identification and analysis of suitable evacuation areas and routes in flood-prone zones of Nakhon Si Thammarat municipality
    Suwanno, Piyapong
    Yaibok, Chaiwat
    Pornbunyanon, Thaksakorn
    Kanjanakul, Chollada
    Buathongkhue, Chayanat
    Tsumita, Noriyasu
    Fukuda, Atsushi
    IATSS RESEARCH, 2023, 47 (03) : 416 - 431
  • [10] Distributed Joint Optimization Routing Algorithm Based on the Analytic Hierarchy Process for Wireless Sensor Networks
    Chang, Yuchao
    Tang, Hongying
    Li, Baoqing
    Yuan, Xiaobing
    IEEE COMMUNICATIONS LETTERS, 2017, 21 (12) : 2718 - 2721