Factors affecting severity of wildfires in Scottish heathlands and blanket bogs

Temperate heathlands and blanket bogs are globally rare and face growing wildfire threats. Ecosystem impacts differ between low and high severity fires, where severity reflects immediate fuel consumption. This study assessed factors influencing fire severity in Scottish heathlands and blanket bogs,...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:The Science of the total environment 2024-06, Vol.931, p.172746-172746, Article 172746
Hauptverfasser: Naszarkowski, Noemi A.L., Cornulier, Thomas, Woodin, Sarah J., Ross, Louise C., Hester, Alison J., Pakeman, Robin J.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 172746
container_issue
container_start_page 172746
container_title The Science of the total environment
container_volume 931
creator Naszarkowski, Noemi A.L.
Cornulier, Thomas
Woodin, Sarah J.
Ross, Louise C.
Hester, Alison J.
Pakeman, Robin J.
description Temperate heathlands and blanket bogs are globally rare and face growing wildfire threats. Ecosystem impacts differ between low and high severity fires, where severity reflects immediate fuel consumption. This study assessed factors influencing fire severity in Scottish heathlands and blanket bogs, including the efficacy of the Canadian Fire Weather Index System (CFWIS). Using remote sensing, we measured the differenced Normalised Burn Ratio at 92 wildfire sites from 2015 to 2021. We used Generalised Additive Mixed Models to investigate the impact of topography, habitat wetness, CFWIS components and 30-day weather on severity. Dry heath exhibited higher severity than wet heath and blanket bog, and slope, elevation and south facing aspect were positively correlated to severity. Weather effects were less clear due to data scale differences, yet still indicated weather's significant role in severity. Rainfall had an increasingly negative effect from approximately 15 days before the fire, whilst temperature had an increasingly positive effect. Vapour Pressure Deficit (VPD) was the weather variable with highest explanatory value, and predicted severity better than any CFWIS component. The best-explained fire severity model (R2 = 0.25) incorporated topography, habitat wetness wind and VPD on the day of the fire. The Drought Code (DC), predicting organic matter flammability at ≥10 cm soil depth, was the CFWIS component with the highest predictive effect across habitats. Our findings suggest that wildfires in wet heath and blanket bogs are typically characterised by low severity, but that warmer, drier weather may increase the risk of severe, smouldering fires which threaten peatland carbon stores. [Display omitted] •Wildfires in dry heath are more severe than in blanket bog and wet heath.•Fire severity correlates positively with slope, elevation and south-facing aspect.•Weather, especially vapour pressure deficit and wind speed, impacts severity.•The Drought Code is a key predictor in the Canadian Fire Weather Index System.
doi_str_mv 10.1016/j.scitotenv.2024.172746
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3153595088</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0048969724028936</els_id><sourcerecordid>3153595088</sourcerecordid><originalsourceid>FETCH-LOGICAL-c399t-d590ff2e8087c860da70e4c681cb5ce48f7c0eda6790554326ca92dd50207d953</originalsourceid><addsrcrecordid>eNqFkMFuGyEQhlGVqnHdvkLDMZd1B3ZZ4BhFTVMpUg5tzwjDEOPYSwrYUd6-WHZyzVxmDt8_M_oIuWCwYMDG7-tFcbGmitN-wYEPCya5HMYPZMaU1B0DPp6RGcCgOj1qeU4-l7KGVlKxT-S8V6PUDPoZub-xrqZcqA0BXY3TAy24xxzrC02BPseNDzFjoXGiv12qNZYVXaGtq42dfItNni7b-IiVLtND-UI-Brsp-PXU5-TvzY8_17fd3f3PX9dXd53rta6dFxpC4KhASadG8FYCDm5UzC2Fw0EF6QC9bW-CEEPPR2c1914AB-m16Ofk8rj3Kad_OyzVbGNxuGmvYNoV0zPRCy1AqffRZmnQXPEDKo-oy6mUjME85bi1-cUwMAfxZm3exJuDeHMU35LfTkd2yy36t9yr6QZcHQFsVvYR82ERTg590-uq8Sm-e-Q_j8iYxg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3048492828</pqid></control><display><type>article</type><title>Factors affecting severity of wildfires in Scottish heathlands and blanket bogs</title><source>MEDLINE</source><source>Elsevier ScienceDirect Journals</source><creator>Naszarkowski, Noemi A.L. ; Cornulier, Thomas ; Woodin, Sarah J. ; Ross, Louise C. ; Hester, Alison J. ; Pakeman, Robin J.</creator><creatorcontrib>Naszarkowski, Noemi A.L. ; Cornulier, Thomas ; Woodin, Sarah J. ; Ross, Louise C. ; Hester, Alison J. ; Pakeman, Robin J.</creatorcontrib><description>Temperate heathlands and blanket bogs are globally rare and face growing wildfire threats. Ecosystem impacts differ between low and high severity fires, where severity reflects immediate fuel consumption. This study assessed factors influencing fire severity in Scottish heathlands and blanket bogs, including the efficacy of the Canadian Fire Weather Index System (CFWIS). Using remote sensing, we measured the differenced Normalised Burn Ratio at 92 wildfire sites from 2015 to 2021. We used Generalised Additive Mixed Models to investigate the impact of topography, habitat wetness, CFWIS components and 30-day weather on severity. Dry heath exhibited higher severity than wet heath and blanket bog, and slope, elevation and south facing aspect were positively correlated to severity. Weather effects were less clear due to data scale differences, yet still indicated weather's significant role in severity. Rainfall had an increasingly negative effect from approximately 15 days before the fire, whilst temperature had an increasingly positive effect. Vapour Pressure Deficit (VPD) was the weather variable with highest explanatory value, and predicted severity better than any CFWIS component. The best-explained fire severity model (R2 = 0.25) incorporated topography, habitat wetness wind and VPD on the day of the fire. The Drought Code (DC), predicting organic matter flammability at ≥10 cm soil depth, was the CFWIS component with the highest predictive effect across habitats. Our findings suggest that wildfires in wet heath and blanket bogs are typically characterised by low severity, but that warmer, drier weather may increase the risk of severe, smouldering fires which threaten peatland carbon stores. [Display omitted] •Wildfires in dry heath are more severe than in blanket bog and wet heath.•Fire severity correlates positively with slope, elevation and south-facing aspect.•Weather, especially vapour pressure deficit and wind speed, impacts severity.•The Drought Code is a key predictor in the Canadian Fire Weather Index System.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2024.172746</identifier><identifier>PMID: 38679103</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Burn severity ; carbon ; dNBR ; drought ; Ecosystem ; ecosystems ; energy use and consumption ; environment ; Environmental Monitoring ; fire severity ; fire weather ; flammability ; habitats ; heathlands ; Mire ; Moorland ; organic matter ; peatlands ; rain ; Remote sensing ; risk ; Scotland ; Sentinel ; soil depth ; temperature ; topography ; Upland ; vapor pressure deficit ; Weather ; Wetlands ; Wildfires ; wind</subject><ispartof>The Science of the total environment, 2024-06, Vol.931, p.172746-172746, Article 172746</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c399t-d590ff2e8087c860da70e4c681cb5ce48f7c0eda6790554326ca92dd50207d953</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0048969724028936$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38679103$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Naszarkowski, Noemi A.L.</creatorcontrib><creatorcontrib>Cornulier, Thomas</creatorcontrib><creatorcontrib>Woodin, Sarah J.</creatorcontrib><creatorcontrib>Ross, Louise C.</creatorcontrib><creatorcontrib>Hester, Alison J.</creatorcontrib><creatorcontrib>Pakeman, Robin J.</creatorcontrib><title>Factors affecting severity of wildfires in Scottish heathlands and blanket bogs</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Temperate heathlands and blanket bogs are globally rare and face growing wildfire threats. Ecosystem impacts differ between low and high severity fires, where severity reflects immediate fuel consumption. This study assessed factors influencing fire severity in Scottish heathlands and blanket bogs, including the efficacy of the Canadian Fire Weather Index System (CFWIS). Using remote sensing, we measured the differenced Normalised Burn Ratio at 92 wildfire sites from 2015 to 2021. We used Generalised Additive Mixed Models to investigate the impact of topography, habitat wetness, CFWIS components and 30-day weather on severity. Dry heath exhibited higher severity than wet heath and blanket bog, and slope, elevation and south facing aspect were positively correlated to severity. Weather effects were less clear due to data scale differences, yet still indicated weather's significant role in severity. Rainfall had an increasingly negative effect from approximately 15 days before the fire, whilst temperature had an increasingly positive effect. Vapour Pressure Deficit (VPD) was the weather variable with highest explanatory value, and predicted severity better than any CFWIS component. The best-explained fire severity model (R2 = 0.25) incorporated topography, habitat wetness wind and VPD on the day of the fire. The Drought Code (DC), predicting organic matter flammability at ≥10 cm soil depth, was the CFWIS component with the highest predictive effect across habitats. Our findings suggest that wildfires in wet heath and blanket bogs are typically characterised by low severity, but that warmer, drier weather may increase the risk of severe, smouldering fires which threaten peatland carbon stores. [Display omitted] •Wildfires in dry heath are more severe than in blanket bog and wet heath.•Fire severity correlates positively with slope, elevation and south-facing aspect.•Weather, especially vapour pressure deficit and wind speed, impacts severity.•The Drought Code is a key predictor in the Canadian Fire Weather Index System.</description><subject>Burn severity</subject><subject>carbon</subject><subject>dNBR</subject><subject>drought</subject><subject>Ecosystem</subject><subject>ecosystems</subject><subject>energy use and consumption</subject><subject>environment</subject><subject>Environmental Monitoring</subject><subject>fire severity</subject><subject>fire weather</subject><subject>flammability</subject><subject>habitats</subject><subject>heathlands</subject><subject>Mire</subject><subject>Moorland</subject><subject>organic matter</subject><subject>peatlands</subject><subject>rain</subject><subject>Remote sensing</subject><subject>risk</subject><subject>Scotland</subject><subject>Sentinel</subject><subject>soil depth</subject><subject>temperature</subject><subject>topography</subject><subject>Upland</subject><subject>vapor pressure deficit</subject><subject>Weather</subject><subject>Wetlands</subject><subject>Wildfires</subject><subject>wind</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkMFuGyEQhlGVqnHdvkLDMZd1B3ZZ4BhFTVMpUg5tzwjDEOPYSwrYUd6-WHZyzVxmDt8_M_oIuWCwYMDG7-tFcbGmitN-wYEPCya5HMYPZMaU1B0DPp6RGcCgOj1qeU4-l7KGVlKxT-S8V6PUDPoZub-xrqZcqA0BXY3TAy24xxzrC02BPseNDzFjoXGiv12qNZYVXaGtq42dfItNni7b-IiVLtND-UI-Brsp-PXU5-TvzY8_17fd3f3PX9dXd53rta6dFxpC4KhASadG8FYCDm5UzC2Fw0EF6QC9bW-CEEPPR2c1914AB-m16Ofk8rj3Kad_OyzVbGNxuGmvYNoV0zPRCy1AqffRZmnQXPEDKo-oy6mUjME85bi1-cUwMAfxZm3exJuDeHMU35LfTkd2yy36t9yr6QZcHQFsVvYR82ERTg590-uq8Sm-e-Q_j8iYxg</recordid><startdate>20240625</startdate><enddate>20240625</enddate><creator>Naszarkowski, Noemi A.L.</creator><creator>Cornulier, Thomas</creator><creator>Woodin, Sarah J.</creator><creator>Ross, Louise C.</creator><creator>Hester, Alison J.</creator><creator>Pakeman, Robin J.</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240625</creationdate><title>Factors affecting severity of wildfires in Scottish heathlands and blanket bogs</title><author>Naszarkowski, Noemi A.L. ; Cornulier, Thomas ; Woodin, Sarah J. ; Ross, Louise C. ; Hester, Alison J. ; Pakeman, Robin J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c399t-d590ff2e8087c860da70e4c681cb5ce48f7c0eda6790554326ca92dd50207d953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Burn severity</topic><topic>carbon</topic><topic>dNBR</topic><topic>drought</topic><topic>Ecosystem</topic><topic>ecosystems</topic><topic>energy use and consumption</topic><topic>environment</topic><topic>Environmental Monitoring</topic><topic>fire severity</topic><topic>fire weather</topic><topic>flammability</topic><topic>habitats</topic><topic>heathlands</topic><topic>Mire</topic><topic>Moorland</topic><topic>organic matter</topic><topic>peatlands</topic><topic>rain</topic><topic>Remote sensing</topic><topic>risk</topic><topic>Scotland</topic><topic>Sentinel</topic><topic>soil depth</topic><topic>temperature</topic><topic>topography</topic><topic>Upland</topic><topic>vapor pressure deficit</topic><topic>Weather</topic><topic>Wetlands</topic><topic>Wildfires</topic><topic>wind</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Naszarkowski, Noemi A.L.</creatorcontrib><creatorcontrib>Cornulier, Thomas</creatorcontrib><creatorcontrib>Woodin, Sarah J.</creatorcontrib><creatorcontrib>Ross, Louise C.</creatorcontrib><creatorcontrib>Hester, Alison J.</creatorcontrib><creatorcontrib>Pakeman, Robin J.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Naszarkowski, Noemi A.L.</au><au>Cornulier, Thomas</au><au>Woodin, Sarah J.</au><au>Ross, Louise C.</au><au>Hester, Alison J.</au><au>Pakeman, Robin J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Factors affecting severity of wildfires in Scottish heathlands and blanket bogs</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2024-06-25</date><risdate>2024</risdate><volume>931</volume><spage>172746</spage><epage>172746</epage><pages>172746-172746</pages><artnum>172746</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Temperate heathlands and blanket bogs are globally rare and face growing wildfire threats. Ecosystem impacts differ between low and high severity fires, where severity reflects immediate fuel consumption. This study assessed factors influencing fire severity in Scottish heathlands and blanket bogs, including the efficacy of the Canadian Fire Weather Index System (CFWIS). Using remote sensing, we measured the differenced Normalised Burn Ratio at 92 wildfire sites from 2015 to 2021. We used Generalised Additive Mixed Models to investigate the impact of topography, habitat wetness, CFWIS components and 30-day weather on severity. Dry heath exhibited higher severity than wet heath and blanket bog, and slope, elevation and south facing aspect were positively correlated to severity. Weather effects were less clear due to data scale differences, yet still indicated weather's significant role in severity. Rainfall had an increasingly negative effect from approximately 15 days before the fire, whilst temperature had an increasingly positive effect. Vapour Pressure Deficit (VPD) was the weather variable with highest explanatory value, and predicted severity better than any CFWIS component. The best-explained fire severity model (R2 = 0.25) incorporated topography, habitat wetness wind and VPD on the day of the fire. The Drought Code (DC), predicting organic matter flammability at ≥10 cm soil depth, was the CFWIS component with the highest predictive effect across habitats. Our findings suggest that wildfires in wet heath and blanket bogs are typically characterised by low severity, but that warmer, drier weather may increase the risk of severe, smouldering fires which threaten peatland carbon stores. [Display omitted] •Wildfires in dry heath are more severe than in blanket bog and wet heath.•Fire severity correlates positively with slope, elevation and south-facing aspect.•Weather, especially vapour pressure deficit and wind speed, impacts severity.•The Drought Code is a key predictor in the Canadian Fire Weather Index System.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38679103</pmid><doi>10.1016/j.scitotenv.2024.172746</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0048-9697
ispartof The Science of the total environment, 2024-06, Vol.931, p.172746-172746, Article 172746
issn 0048-9697
1879-1026
language eng
recordid cdi_proquest_miscellaneous_3153595088
source MEDLINE; Elsevier ScienceDirect Journals
subjects Burn severity
carbon
dNBR
drought
Ecosystem
ecosystems
energy use and consumption
environment
Environmental Monitoring
fire severity
fire weather
flammability
habitats
heathlands
Mire
Moorland
organic matter
peatlands
rain
Remote sensing
risk
Scotland
Sentinel
soil depth
temperature
topography
Upland
vapor pressure deficit
Weather
Wetlands
Wildfires
wind
title Factors affecting severity of wildfires in Scottish heathlands and blanket bogs
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-19T00%3A39%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Factors%20affecting%20severity%20of%20wildfires%20in%20Scottish%20heathlands%20and%20blanket%20bogs&rft.jtitle=The%20Science%20of%20the%20total%20environment&rft.au=Naszarkowski,%20Noemi%20A.L.&rft.date=2024-06-25&rft.volume=931&rft.spage=172746&rft.epage=172746&rft.pages=172746-172746&rft.artnum=172746&rft.issn=0048-9697&rft.eissn=1879-1026&rft_id=info:doi/10.1016/j.scitotenv.2024.172746&rft_dat=%3Cproquest_cross%3E3153595088%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3048492828&rft_id=info:pmid/38679103&rft_els_id=S0048969724028936&rfr_iscdi=true