Landscape can play a role in the moisture content of temperate fuels

Abstract Background Fuel moisture content (FMC) is a critical component of wildfire risk. The spatiotemporal patterns of FMC of many key live, dead and surface-level temperate fuels (e.g. heather ( Calluna vulgaris ), gorse ( Ulex europaeus ), bracken ( Pteridium aquilinum ), moor grass ( Molinia caerulea ), litter, organic soil layers) are largely unknown and unravelling the drivers of FMC is challenging. Current models designed to predict FMC, principally of dead fuels, generally consider only weather variables. However, landscape variables (such as elevation, slope, aspect, soil type) affect water retention and availability of moisture within soils, and are therefore likely to influence FMC of live and organic ground fuels. We carried out a large-scale fuel sampling campaign from 2021–2023 of eighteen different fuel types across 43 sites through six different climate regions of the UK. We implemented a two-stage modelling approach to determine the influence of weather, phenological, and landscape variables on FMC. Results We found that landscape influences the FMC of eleven fuel types, particularly for the organic soil layer, followed by live gorse stem and live bracken leaves. The FMC of all surface fuel types (moss, litter, organic layer and twigs) and six of the seven live fuels were influenced by landscape. Only one dead fuel type was influenced by landscape variables. Of the landscape variables, soil type, land cover and elevation significantly influenced fuel FMC. Slope and aspect did not influence the FMC of any fuel types. Weather influences the FMC of most fuel types, and phenology largely only influences the FMC of live and surface fuels. Conclusions We have shown that landscape variables are important to consider when developing fuel moisture models, but that this is mainly important for live fuels and organic ground fuels. We therefore recommend tailoring models to each fuel type to yield the best performance.

Authors

Institutions

Publication Details

Journal
Fire Ecology
Published
2026-04-21
DOI
https://doi.org/10.1186/s42408-026-00478-4
Primary Topic
Fire effects on ecosystems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Landscape can play a role in the moisture content of temperate fuels

Kerryn Little, Katy Ivison, Alice Orpin, Laura J. Graham et al.
Fire Ecology
Fire effects on ecosystems
article

Landscape can play a role in the moisture content of temperate fuels

Kerryn Little, Katy Ivison, Alice Orpin, Laura J. Graham, Nicholas Kettridge
article en

Abstract

Abstract Background Fuel moisture content (FMC) is a critical component of wildfire risk. The spatiotemporal patterns of FMC of many key live, dead and surface-level temperate fuels (e.g. heather ( Calluna vulgaris ), gorse ( Ulex europaeus ), bracken ( Pteridium aquilinum ), moor grass ( Molinia caerulea ), litter, organic soil layers) are largely unknown and unravelling the drivers of FMC is challenging. Current models designed to predict FMC, principally of dead fuels, generally consider only weather variables. However, landscape variables (such as elevation, slope, aspect, soil type) affect water retention and availability of moisture within soils, and are therefore likely to influence FMC of live and organic ground fuels. We carried out a large-scale fuel sampling campaign from 2021–2023 of eighteen different fuel types across 43 sites through six different climate regions of the UK. We implemented a two-stage modelling approach to determine the influence of weather, phenological, and landscape variables on FMC. Results We found that landscape influences the FMC of eleven fuel types, particularly for the organic soil layer, followed by live gorse stem and live bracken leaves. The FMC of all surface fuel types (moss, litter, organic layer and twigs) and six of the seven live fuels were influenced by landscape. Only one dead fuel type was influenced by landscape variables. Of the landscape variables, soil type, land cover and elevation significantly influenced fuel FMC. Slope and aspect did not influence the FMC of any fuel types. Weather influences the FMC of most fuel types, and phenology largely only influences the FMC of live and surface fuels. Conclusions We have shown that landscape variables are important to consider when developing fuel moisture models, but that this is mainly important for live fuels and organic ground fuels. We therefore recommend tailoring models to each fuel type to yield the best performance.

Fire EcologyVol. 22(1)
International Institute for Applied Systems Analysis (AT), University of Birmingham (GB)
International Institute for Applied Systems Analysis, Natural Environment Research Council
Climate action
Openalex Percentile: Top 14%
Fire effects on ecosystems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.