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Global environmental controls of wildfire burnt area, size and intensity.
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Haas_2022_Environ._Res._Lett._17_065004 (1).pdf | Published version | 10.98 MB | Adobe PDF | View/Open |
Title: | Global environmental controls of wildfire burnt area, size and intensity. |
Authors: | Haas, O Prentice, IC Harrison, SP |
Item Type: | Journal Article |
Abstract: | Fire is an important influence on the global patterns of vegetation structure and composition. Wildfire is included as a distinct process in many dynamic global vegetation models but limited current understanding of fire regimes restricts these models' ability to reproduce more than the broadest geographic patterns. Here we present a statistical analysis of the global controls of remotely sensed burnt area (BA), fire size (FS), and a derived metric related to fire intensity (FI). Separate generalized linear models were fitted to observed monthly fractional BA from the Global Fire Emissions Database (GFEDv4), median FS from the Global Fire Atlas, and median fire radiative power from the MCD14ML dataset normalized by the square root of median FS. The three models were initially constructed from a common set of 16 predictors; only the strongest predictors for each model were retained in the final models. It is shown that BA is primarily driven by fuel availability and dryness; FS by conditions promoting fire spread; and FI by fractional tree cover and road density. Both BA and FS are constrained by landscape fragmentation, whereas FI is constrained by fuel moisture. Ignition sources (lightning and human population) were positively related to BA (after accounting for road density), but negatively to FI. These findings imply that the different controls on BA, FS and FI need to be considered in process-based models. They highlight the need to include measures of landscape fragmentation as well as fuel load and dryness, and to pay close attention to the controls of fire spread. |
Issue Date: | 13-May-2022 |
Date of Acceptance: | 26-Apr-2022 |
URI: | http://hdl.handle.net/10044/1/97032 |
DOI: | 10.1088/1748-9326/ac6a69 |
ISSN: | 1748-9326 |
Publisher: | Institute of Physics (IoP) |
Start Page: | 1 |
End Page: | 12 |
Journal / Book Title: | Environmental Research Letters |
Volume: | 17 |
Issue: | 6 |
Copyright Statement: | © 2022 The Author(s). Published by IOP Publishing Ltd. Original content from this work may be used under the terms of the Creative Commons Attribution 4.0 license. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI. |
Sponsor/Funder: | Commission of the European Communities Leverhulme Trust The Leverhulme Trust The Eric & Wendy Schmidt Fund for Strategic Innovation |
Funder's Grant Number: | 787203 RC-2018-023 PO:3300774 (1005109-LEMONTREE) |
Keywords: | Meteorology & Atmospheric Sciences |
Publication Status: | Published |
Online Publication Date: | 2022-05-13 |
Appears in Collections: | Grantham Institute for Climate Change |
This item is licensed under a Creative Commons License