Study on Calculating Methods of Forest Fire Area for Dynamic Disaster Assessment Based on Infrared Image

被引:0
|
作者
Tian Si [1 ]
Wang Yong [2 ]
Cai Tongchen [2 ]
机构
[1] Ningbo Dahongying Univ, Coll Informat Engn, Ningbo 315000, Zhejiang, Peoples R China
[2] East China Univ Technol, Sch Mech & Elect Engn, Nanchang 330013, Jiangxi, Peoples R China
关键词
Forest fire prevention; Infrared image; Image segmentation; Calculation;
D O I
10.1117/12.2285847
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
According to the characteristics of forest fire spread fast, difficult to save, in order to determine the forest fire danger rating quickly and strive for fire time, it is important to calculate the fire area. Considering that there is a close relationship between the gray image of infrared image with temperature, the gray value of infrared image corresponds to high temperature object will be large. At the same time fire occurs, the temperature of the flame is generally higher than the temperature of the surrounding environment, infrared image can be used to exclude a lot of non-fire interference source and provides a simple and convenient criterion for the identification and segmentation of flame area, so this paper presents a calculation method of fire area based on infrared image. The method take full advantage of the significant characteristics of the obtained forest fire infrared image, the coordinate relationship between the image and the camera is established and the camera is calibrated. Then extract the edge of the forest fire spread, utilizing sobel operator rough location, and then grayscale image interpolation, cubic spline interpolation function so that the target to achieve sub-pixel level grayscale images after interpolation, the use of the maximum variance between the threshold is determined to achieve sub-pixel edge detection. The edge of the forest fire spread is extracted, with images used to calculate the forest fire burned area, with the error of measuring result calculated. The results show that the maximum error is controlled within 4.5%. Therefore, the forest fire area calculation methods can be applied to the fire control and post-disaster assessment of forest fire. The method is feasible and convenient calculation and will be of great significance to the forest-fire prevention.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] Performance assessment of GIS-based spatial clustering methods in forest fire data
    Baykal, Tugba Memisoglu
    NATURAL HAZARDS, 2025,
  • [22] THE DYNAMIC DANGER ASSESSMENT FOR GRASSLAND FIRE DISASTER IN XILINGOL, INNER MONGOLIA
    Liu, Xingpeng
    Zhang, Jiquan
    Tong, Zhijun
    COMPUTATIONAL INTELLIGENCE: FOUNDATIONS AND APPLICATIONS: PROCEEDINGS OF THE 9TH INTERNATIONAL FLINS CONFERENCE, 2010, 4 : 1110 - 1116
  • [23] Coping capacity assessment of urban fire disaster: An exploratory study on ward no: 30 of Old Dhaka area
    Chisty, Musabber Ali
    Rahman, Md Mizanur
    INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 2020, 51
  • [24] Feasibility study of typhoon disaster economic loss assessment based on random forest
    Wang, Fei
    2020 6TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL ENGINEERING, PTS 1-5, 2020, 546
  • [25] Study on Forest Fire Direct Loss Assessment
    Cai Hui-ying
    Liu Zhi-li
    Yang Guang
    Di Xue-ying
    2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [26] Study on Hazard Analysis Method of Earthquake Secondary Fire Disaster in Urban Area Based on GIS
    Li, Tianqi
    Geng, Fei
    PROGRESS IN INDUSTRIAL AND CIVIL ENGINEERING, PTS. 1-5, 2012, 204-208 : 3457 - +
  • [27] The Forest Fire Disaster Risk Regionalization in LinXi County Based on GIS
    Liu Xiaojing
    Zhang Jiquan
    Bao Yuhai
    CHINESE PERSPECTIVE ON RISK ANALYSIS AND CRISIS RESPONSE, 2010, 13 : 97 - +
  • [28] Forest Fire Monitoring System Based on Image Analysis
    Li Xiaoling
    MANUFACTURING SYSTEMS AND INDUSTRY APPLICATIONS, 2011, 267 : 155 - 159
  • [29] Forest fire detection algorithm based on digital image
    Chen, Rui
    Luo, Yuanyuan
    Alsharif, Mohanmad Reza
    Journal of Software, 2013, 8 (08) : 1897 - 1905
  • [30] Forest Fire Monitoring System Based on Aerial Image
    Kim, Seonghyun
    Lee, Wonjae
    Park, Young-su
    Lee, Hyun-Woo
    Lee, Yong -Tae
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DISASTER MANAGEMENT (ICT-DM), 2016, : 75 - 80