Analysis and Forecasting of Fire incidence in Davao City
Fire incidence is a big problem for every local government unit in the Philippines. The two most detrimental effects of fire incidence are economic loss and loss of life. To mitigate these losses, proper planning and implementation of control measures must be done. An essential aspect of planning an...
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Center for Policy, Research and Development Studies
2020-12-01
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Online Access: | https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/view/828 |
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doaj-b02ba51b6d0443879af281a935ed2cad2021-05-11T07:46:06ZengCenter for Policy, Research and Development StudiesRecoletos Multidisciplinary Research Journal2423-13982408-37552020-12-01823550https://doi.org/10.32871/rmrj2008.02.03Analysis and Forecasting of Fire incidence in Davao CityMerlito M. Villa0https://orcid.org/0000-0002-5830-5742Roel F. Ceballos1https://orcid.org/0000-0001-8267-6482University of Southeastern PhilippinesUniversity of Southeastern PhilippinesFire incidence is a big problem for every local government unit in the Philippines. The two most detrimental effects of fire incidence are economic loss and loss of life. To mitigate these losses, proper planning and implementation of control measures must be done. An essential aspect of planning and control measures is prediction of possible fire incidences. This study is conducted to analyze the historical data to create a forecasting model for the fire incidence in Davao City. Results of the analyses show that fire incidence has no trend or seasonality, and occurrences of fire are neither consistently increasing nor decreasing over time. Furthermore, the absence of seasonality in the data indicate that surge of fire incidence may occur at any time of the year. Therefore, fire prevention activities should be done all year round and not just during fire prevention month.https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/view/828r programmingforecastingfire incidencemodeling for decision making |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Merlito M. Villa Roel F. Ceballos |
spellingShingle |
Merlito M. Villa Roel F. Ceballos Analysis and Forecasting of Fire incidence in Davao City Recoletos Multidisciplinary Research Journal r programming forecasting fire incidence modeling for decision making |
author_facet |
Merlito M. Villa Roel F. Ceballos |
author_sort |
Merlito M. Villa |
title |
Analysis and Forecasting of Fire incidence in Davao City |
title_short |
Analysis and Forecasting of Fire incidence in Davao City |
title_full |
Analysis and Forecasting of Fire incidence in Davao City |
title_fullStr |
Analysis and Forecasting of Fire incidence in Davao City |
title_full_unstemmed |
Analysis and Forecasting of Fire incidence in Davao City |
title_sort |
analysis and forecasting of fire incidence in davao city |
publisher |
Center for Policy, Research and Development Studies |
series |
Recoletos Multidisciplinary Research Journal |
issn |
2423-1398 2408-3755 |
publishDate |
2020-12-01 |
description |
Fire incidence is a big problem for every local government unit in the Philippines. The two most detrimental effects of fire incidence are economic loss and loss of life. To mitigate these losses, proper planning and implementation of control measures must be done. An essential aspect of planning and control measures is prediction of possible fire incidences. This study is conducted to analyze the historical data to create a forecasting model for the fire incidence in Davao City. Results of the analyses show that fire incidence has no trend or seasonality, and occurrences of fire are neither consistently increasing nor decreasing over time. Furthermore, the absence of seasonality in the data indicate that surge of fire incidence may occur at any time of the year. Therefore, fire prevention activities should be done all year round and not just during fire prevention month. |
topic |
r programming forecasting fire incidence modeling for decision making |
url |
https://rmrj.usjr.edu.ph/rmrj/index.php/RMRJ/article/view/828 |
work_keys_str_mv |
AT merlitomvilla analysisandforecastingoffireincidenceindavaocity AT roelfceballos analysisandforecastingoffireincidenceindavaocity |
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