Towards an integrated forest fire danger assessment system for the alpine region

Bibliographic Details
Main Author: Vacik, Harald
Publication Date: 2019
Other Authors: Müller, Mortimer M., Vilardell, Lena Vila
Format: Article
Language: eng
Source: Biodiversidade Brasileira
Download full: https://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/1197
Summary: In the last years devastating forest fires around the globe proved quite well, that wildfires are a major issue in a world of climate change. Also the alpine region encounters higher temperatures, more heatwaves and an increasing number of forest fires. Improving the forest fire danger assessment is a core element to prevent and better anticipate the occurrence of fires. While meteorological systems to predict fire danger are common in many countries, other relevant factors as vegetation data, topography, lightning occurrence and human impact are not generally used. We introduce an integrated forest fire danger assessment system (IFDS) for the alpine country of Austria that includes i) daily fire weather index data, ii) a high resolution danger assessment of the vegetation, iii) a topography based estimation of fire occurrence, iv) a lightning fire occurrence assessment and v) a countrywide analysis of fire danger through human activities. The system was implemented as a prototype in early 2018 with different weighting variants. The main aim was and is to learn and understand the connections of the different modules and to identify inadequate datasets, which are likely especially regarding the parameters vegetation and human activity. A first performance analysis was done with forest fire data from the year 2018. It could be shown that the used stand-alone fire weather index had a slightly better overall prediction accuracy than the IFDS, while some variants of the IFDS relatively performed better when considering the number of false alerts. The implementation of a similar IFDS in other countries may be beneficial, if the necessary datasets are available at high resolution and reliability. Further test runs and improvements of the IFDS will be conducted in the future.
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spelling Towards an integrated forest fire danger assessment system for the alpine regionAlpine region forest fire danger assessmentintegrated fire dangermountain forests In the last years devastating forest fires around the globe proved quite well, that wildfires are a major issue in a world of climate change. Also the alpine region encounters higher temperatures, more heatwaves and an increasing number of forest fires. Improving the forest fire danger assessment is a core element to prevent and better anticipate the occurrence of fires. While meteorological systems to predict fire danger are common in many countries, other relevant factors as vegetation data, topography, lightning occurrence and human impact are not generally used. We introduce an integrated forest fire danger assessment system (IFDS) for the alpine country of Austria that includes i) daily fire weather index data, ii) a high resolution danger assessment of the vegetation, iii) a topography based estimation of fire occurrence, iv) a lightning fire occurrence assessment and v) a countrywide analysis of fire danger through human activities. The system was implemented as a prototype in early 2018 with different weighting variants. The main aim was and is to learn and understand the connections of the different modules and to identify inadequate datasets, which are likely especially regarding the parameters vegetation and human activity. A first performance analysis was done with forest fire data from the year 2018. It could be shown that the used stand-alone fire weather index had a slightly better overall prediction accuracy than the IFDS, while some variants of the IFDS relatively performed better when considering the number of false alerts. The implementation of a similar IFDS in other countries may be beneficial, if the necessary datasets are available at high resolution and reliability. Further test runs and improvements of the IFDS will be conducted in the future.Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio)2019-05-15info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/119710.37002/biodiversidadebrasileira.v9i1.1197Biodiversidade Brasileira ; Vol. 9 No. 1 (2019): Wildfire Conference: Resumos; 286Biodiversidade Brasileira ; Vol. 9 Núm. 1 (2019): Wildfire Conference: Resumos; 286Biodiversidade Brasileira ; v. 9 n. 1 (2019): Wildfire Conference: Resumos; 2862236-288610.37002/biodiversidadebrasileira.v9i1reponame:Biodiversidade Brasileirainstname:Instituto Chico Mendes de Conservação da Biodiversidade (ICMBIO)instacron:ICMBIOenghttps://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/1197/934Copyright (c) 2021 Biodiversidade Brasileira - BioBrasilhttps://creativecommons.org/licenses/by-nc-nd/4.0info:eu-repo/semantics/openAccessVacik, HaraldMüller, Mortimer M.Vilardell, Lena Vila2024-07-17T18:18:43Zoai:ojs.revistaeletronica.icmbio.gov.br:article/1197Revistahttps://revistaeletronica.icmbio.gov.br/BioBRPUBhttps://revistaeletronica.icmbio.gov.br/BioBR/oaifernanda.oliveto@icmbio.gov.br || katia.ribeiro@icmbio.gov.br2236-28862236-2886opendoar:2024-07-17T18:18:43Biodiversidade Brasileira - Instituto Chico Mendes de Conservação da Biodiversidade (ICMBIO)false
dc.title.none.fl_str_mv Towards an integrated forest fire danger assessment system for the alpine region
title Towards an integrated forest fire danger assessment system for the alpine region
spellingShingle Towards an integrated forest fire danger assessment system for the alpine region
Vacik, Harald
Alpine region
forest fire danger assessment
integrated fire danger
mountain forests
title_short Towards an integrated forest fire danger assessment system for the alpine region
title_full Towards an integrated forest fire danger assessment system for the alpine region
title_fullStr Towards an integrated forest fire danger assessment system for the alpine region
title_full_unstemmed Towards an integrated forest fire danger assessment system for the alpine region
title_sort Towards an integrated forest fire danger assessment system for the alpine region
author Vacik, Harald
author_facet Vacik, Harald
Müller, Mortimer M.
Vilardell, Lena Vila
author_role author
author2 Müller, Mortimer M.
Vilardell, Lena Vila
author2_role author
author
dc.contributor.author.fl_str_mv Vacik, Harald
Müller, Mortimer M.
Vilardell, Lena Vila
dc.subject.por.fl_str_mv Alpine region
forest fire danger assessment
integrated fire danger
mountain forests
topic Alpine region
forest fire danger assessment
integrated fire danger
mountain forests
description In the last years devastating forest fires around the globe proved quite well, that wildfires are a major issue in a world of climate change. Also the alpine region encounters higher temperatures, more heatwaves and an increasing number of forest fires. Improving the forest fire danger assessment is a core element to prevent and better anticipate the occurrence of fires. While meteorological systems to predict fire danger are common in many countries, other relevant factors as vegetation data, topography, lightning occurrence and human impact are not generally used. We introduce an integrated forest fire danger assessment system (IFDS) for the alpine country of Austria that includes i) daily fire weather index data, ii) a high resolution danger assessment of the vegetation, iii) a topography based estimation of fire occurrence, iv) a lightning fire occurrence assessment and v) a countrywide analysis of fire danger through human activities. The system was implemented as a prototype in early 2018 with different weighting variants. The main aim was and is to learn and understand the connections of the different modules and to identify inadequate datasets, which are likely especially regarding the parameters vegetation and human activity. A first performance analysis was done with forest fire data from the year 2018. It could be shown that the used stand-alone fire weather index had a slightly better overall prediction accuracy than the IFDS, while some variants of the IFDS relatively performed better when considering the number of false alerts. The implementation of a similar IFDS in other countries may be beneficial, if the necessary datasets are available at high resolution and reliability. Further test runs and improvements of the IFDS will be conducted in the future.
publishDate 2019
dc.date.none.fl_str_mv 2019-05-15
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/1197
10.37002/biodiversidadebrasileira.v9i1.1197
url https://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/1197
identifier_str_mv 10.37002/biodiversidadebrasileira.v9i1.1197
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistaeletronica.icmbio.gov.br/index.php/BioBR/article/view/1197/934
dc.rights.driver.fl_str_mv Copyright (c) 2021 Biodiversidade Brasileira - BioBrasil
https://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2021 Biodiversidade Brasileira - BioBrasil
https://creativecommons.org/licenses/by-nc-nd/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio)
publisher.none.fl_str_mv Instituto Chico Mendes de Conservação da Biodiversidade (ICMBio)
dc.source.none.fl_str_mv Biodiversidade Brasileira ; Vol. 9 No. 1 (2019): Wildfire Conference: Resumos; 286
Biodiversidade Brasileira ; Vol. 9 Núm. 1 (2019): Wildfire Conference: Resumos; 286
Biodiversidade Brasileira ; v. 9 n. 1 (2019): Wildfire Conference: Resumos; 286
2236-2886
10.37002/biodiversidadebrasileira.v9i1
reponame:Biodiversidade Brasileira
instname:Instituto Chico Mendes de Conservação da Biodiversidade (ICMBIO)
instacron:ICMBIO
instname_str Instituto Chico Mendes de Conservação da Biodiversidade (ICMBIO)
instacron_str ICMBIO
institution ICMBIO
reponame_str Biodiversidade Brasileira
collection Biodiversidade Brasileira
repository.name.fl_str_mv Biodiversidade Brasileira - Instituto Chico Mendes de Conservação da Biodiversidade (ICMBIO)
repository.mail.fl_str_mv fernanda.oliveto@icmbio.gov.br || katia.ribeiro@icmbio.gov.br
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