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,...
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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 |
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[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> |
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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 |
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