Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.

Predicting wildfire under future conditions is complicated by complex interrelated drivers operating across large spatial scales. Annual area burned (AAB) is a useful index of global wildfire activity. Current and antecedent seasonal climatic conditions, and the timing of snowpack melt, have been su...

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Main Authors: Thomas Kitzberger, Donald A Falk, Anthony L Westerling, Thomas W Swetnam
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5731736?pdf=render
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spelling doaj-e7fefd0e35ce442f9b71cf40024514ab2020-11-25T01:14:48ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-011212e018848610.1371/journal.pone.0188486Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.Thomas KitzbergerDonald A FalkAnthony L WesterlingThomas W SwetnamPredicting wildfire under future conditions is complicated by complex interrelated drivers operating across large spatial scales. Annual area burned (AAB) is a useful index of global wildfire activity. Current and antecedent seasonal climatic conditions, and the timing of snowpack melt, have been suggested as important drivers of AAB. As climate warms, seasonal climate and snowpack co-vary in intricate ways, influencing fire at continental and sub-continental scales. We used independent records of seasonal climate and snow cover duration (last date of permanent snowpack, LDPS) and cell-based Structural Equation Models (SEM) to separate direct (climatic) and indirect (snow cover) effects on relative changes in AAB under future climatic scenarios across western and boreal North America. To isolate seasonal climate variables with the greatest effect on AAB, we ran multiple regression models of log-transformed AAB on seasonal climate variables and LDPS. We used the results of multiple regressions to project future AAB using GCM ensemble climate variables and LDPS, and validated model predictions with recent AAB trends. Direct influences of spring and winter temperatures on AAB are larger and more widespread than the indirect effect mediated by changes in LDPS in most areas. Despite significant warming trends and reductions in snow cover duration, projected responses of AAB to early-mid 21st century are heterogeneous across the continent. Changes in AAB range from strongly increasing (one order of magnitude increases in AAB) to moderately decreasing (more than halving of baseline AAB). Annual wildfire area burned in coming decades is likely to be highly geographically heterogeneous, reflecting interacting regional and seasonal climate drivers of fire occurrence and spread.http://europepmc.org/articles/PMC5731736?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Thomas Kitzberger
Donald A Falk
Anthony L Westerling
Thomas W Swetnam
spellingShingle Thomas Kitzberger
Donald A Falk
Anthony L Westerling
Thomas W Swetnam
Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
PLoS ONE
author_facet Thomas Kitzberger
Donald A Falk
Anthony L Westerling
Thomas W Swetnam
author_sort Thomas Kitzberger
title Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
title_short Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
title_full Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
title_fullStr Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
title_full_unstemmed Direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal North America.
title_sort direct and indirect climate controls predict heterogeneous early-mid 21st century wildfire burned area across western and boreal north america.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description Predicting wildfire under future conditions is complicated by complex interrelated drivers operating across large spatial scales. Annual area burned (AAB) is a useful index of global wildfire activity. Current and antecedent seasonal climatic conditions, and the timing of snowpack melt, have been suggested as important drivers of AAB. As climate warms, seasonal climate and snowpack co-vary in intricate ways, influencing fire at continental and sub-continental scales. We used independent records of seasonal climate and snow cover duration (last date of permanent snowpack, LDPS) and cell-based Structural Equation Models (SEM) to separate direct (climatic) and indirect (snow cover) effects on relative changes in AAB under future climatic scenarios across western and boreal North America. To isolate seasonal climate variables with the greatest effect on AAB, we ran multiple regression models of log-transformed AAB on seasonal climate variables and LDPS. We used the results of multiple regressions to project future AAB using GCM ensemble climate variables and LDPS, and validated model predictions with recent AAB trends. Direct influences of spring and winter temperatures on AAB are larger and more widespread than the indirect effect mediated by changes in LDPS in most areas. Despite significant warming trends and reductions in snow cover duration, projected responses of AAB to early-mid 21st century are heterogeneous across the continent. Changes in AAB range from strongly increasing (one order of magnitude increases in AAB) to moderately decreasing (more than halving of baseline AAB). Annual wildfire area burned in coming decades is likely to be highly geographically heterogeneous, reflecting interacting regional and seasonal climate drivers of fire occurrence and spread.
url http://europepmc.org/articles/PMC5731736?pdf=render
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