Modelling the probability of building fires

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60460709%3A41330%2F14%3A65661" target="_blank" >RIV/60460709:41330/14:65661 - isvavai.cz</a>

Výsledek na webu

<a href="https://ojs.cvut.cz/ojs/index.php/gi/article/view/gi.13.5" target="_blank" >https://ojs.cvut.cz/ojs/index.php/gi/article/view/gi.13.5</a>

DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Modelling the probability of building fires

Popis výsledku v původním jazyce

Systematic spatial risk analysis plays a crucial role in preventing emergencies. In the Czech Republic, risk mapping is currently based on the risk accumulation principle, area vulnerability, and preparedness levels of Integrated Rescue System components. Expert estimates are used to determine risk levels for individual hazard types, while statistical modelling based on data from actual incidents and their possible causes is not used. Our model study, conducted in cooperation with the Fire Rescue Service of the Czech Republic as a model within the Liberec and Hradec Králové regions, presents an analytical procedure leading to the creation of building fire probability maps based on recent incidents in the studied areas and on building parameters. In order to estimate the probability of building fires, a prediction model based on logistic regression was used. Probability of fire calculated by means of model parameters and attributes of specific buildings can subsequently be visualized in

Název v anglickém jazyce

Modelling the probability of building fires

Popis výsledku anglicky

Systematic spatial risk analysis plays a crucial role in preventing emergencies. In the Czech Republic, risk mapping is currently based on the risk accumulation principle, area vulnerability, and preparedness levels of Integrated Rescue System components. Expert estimates are used to determine risk levels for individual hazard types, while statistical modelling based on data from actual incidents and their possible causes is not used. Our model study, conducted in cooperation with the Fire Rescue Service of the Czech Republic as a model within the Liberec and Hradec Králové regions, presents an analytical procedure leading to the creation of building fire probability maps based on recent incidents in the studied areas and on building parameters. In order to estimate the probability of building fires, a prediction model based on logistic regression was used. Probability of fire calculated by means of model parameters and attributes of specific buildings can subsequently be visualized in

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

AQ - Bezpečnost a ochrana zdraví, člověk – stroj

OECD FORD obor

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Projekt

<a href="/cs/project/VG20122014102" target="_blank" >VG20122014102: Analytická podpora mapování rizik</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Geoinformatics FCE CTU.

ISSN

1802-2669

e-ISSN

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Svazek periodika

2014

Číslo periodika v rámci svazku

13

Stát vydavatele periodika

CZ - Česká republika

Počet stran výsledku

12

Strana od-do

37-48

Kód UT WoS článku

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EID výsledku v databázi Scopus

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