Correlation of Space and Time of Fire Incidence leading to Fire Risk Forecasting Model

作者: Francis F. Balahadia

DOI: 10.1109/HNICEM.2018.8666327

关键词:

摘要: Fire safety and prevention has always been a subject of concern in the Philippines, as fire incidents are common cause economic ecological troubles every year. The aim this study was to identify significant relationship terms location time build model risk forecasting capital city Manila. A total 3,506 were recorded by Bureau Protection (BFP) during six-year period from 2011 2016. overall record 3506 included which analyzed using Pearson’s Chi-square statistical technique. summer months February May showed utmost number fire, that most occurred 9 AM 11 6 PM 10 PM. highest happened densely-populated districts Sampaloc Tondo. shows there no (space) day however month year show highly significant. findings can prove useful BFP office Manila, they need look at recurring trends create programs aimed towards awareness. This research be extended include other spatial factors such weather conditions geographical coordinates assessment incidents.

参考文章(8)
Olga Špatenková, Kirsi Virrantaus, Discovering spatio-temporal relationships in the distribution of building fires Fire Safety Journal. ,vol. 62, pp. 49- 63 ,(2013) , 10.1016/J.FIRESAF.2013.07.001
Wang J H, J H Sun, S M Lo, L.J. Gao, R.K.K. Yuen, Statistical Analysis on the Temporal-spatial Characteristics of Urban Fires Under Typical Urbanization Features Procedia Engineering. ,vol. 11, pp. 437- 444 ,(2011) , 10.1016/J.PROENG.2011.04.680
Darius Vasiliauskas, Giedrė Beconytė, Spatial analysis of fires in Vilnius city in 2010–2012 Geodesy and Cartography. ,vol. 41, pp. 25- 30 ,(2015) , 10.3846/20296991.2015.1011862
Mohammad A. Alqassim, Niamh Nic Daeid, Fires and related incidents in Dubai, United Arab Emirates (2006-2013) Case Studies in Fire Safety. ,vol. 2, pp. 28- 36 ,(2014) , 10.1016/J.CSFS.2014.10.001
Ali Asgary, Alireza Ghaffari, Jason Levy, Spatial and temporal analyses of structural fire incidents and their causes: A case of Toronto, Canada Fire Safety Journal. ,vol. 45, pp. 44- 57 ,(2010) , 10.1016/J.FIRESAF.2009.10.002
Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri, Overview of Data Exploration Techniques international conference on management of data. pp. 277- 281 ,(2015) , 10.1145/2723372.2731084
Jonathan Corcoran, Gary Higgs, Angela Higginson, Fire incidence in metropolitan areas: A comparative study of Brisbane (Australia) and Cardiff (United Kingdom) Applied Geography. ,vol. 31, pp. 65- 75 ,(2011) , 10.1016/J.APGEOG.2010.02.003
Francis F. Balahadia, Arlene O. Trillanes, Improving fire services using spatio-temporal analysis: Fire incidents in manila 2017 IEEE Region 10 Symposium (TENSYMP). pp. 1- 5 ,(2017) , 10.1109/TENCONSPRING.2017.8070013