Climatic and Landscape Influences on Fire Regimes from 1984 to 2010 in the Western United States
RESEARCH ARTICLE
Climatic and Landscape Influences on Fire
Regimes from 1984 to 2010 in the Western
United States
Zhihua Liu*, Michael C. Wimberly
Geospatial Sciences Center of Excellence, South Dakota State University, Brookings, South Dakota, United
States of America
*
Abstract
OPEN ACCESS
Citation: Liu Z, Wimberly MC (2015) Climatic and
Landscape Influences on Fire Regimes from 1984 to
2010 in the Western United States. PLoS ONE
10(10): e0140839. doi:10.1371/journal.pone.0140839
Editor: Lucas C.R. Silva, University of California
Davis, UNITED STATES
Received: May 16, 2015
Accepted: September 29, 2015
Published: October 14, 2015
Copyright: © 2015 Liu, Wimberly. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any
medium, provided the original author and source are
credited.
An improved understanding of the relative influences of climatic and landscape controls on
multiple fire regime components is needed to enhance our understanding of modern fire
regimes and how they will respond to future environmental change. To address this need,
we analyzed the spatio-temporal patterns of fire occurrence, size, and severity of large fires
(> 405 ha) in the western United States from 1984–2010. We assessed the associations of
these fire regime components with environmental variables, including short-term climate
anomalies, vegetation type, topography, and human influences, using boosted regression
tree analysis. Results showed that large fire occurrence, size, and severity each exhibited
distinctive spatial and spatio-temporal patterns, which were controlled by different sets of
climate and landscape factors. Antecedent climate anomalies had the strongest influences
on fire occurrence, resulting in the highest spatial synchrony. In contrast, climatic variability
had weaker influences on fire size and severity and vegetation types were the most important environmental determinants of these fire regime components. Topography had moderately strong effects on both fire occurrence and severity, and human influence variables
were most strongly associated with fire size. These results suggest a potential for the emergence of novel fire regimes due to the responses of fire regime components to multiple drivers at different spatial and temporal scales. Next-generation approaches for projecting
future fire regimes should incorporate indirect climate effects on vegetation type changes
as well as other landscape effects on multiple components of fire regimes.
Data Availability Statement: Data and R code are
available at: https://github.com/liuzh811/
FireRegimeWestUS.git.
Funding: Financial support for this work was
provided through Research Work Order Number
G12AC20295 from the United States Geological
Survey (http://www.usgs.gov/) and Grant Number
NNX11AB89G from National Aeronautics and Space
Administration (http://www.nasa.gov/). The funders
had no role in study design, data collection and
analysis, decision to publish, or preparation of the
manuscript.
Introduction
Fire is an integral component of the earth system and plays a key role in regulating vegetation
structure and ecosystem function [1–3]. Understanding the relative influences of multiple controlling factors on fire regimes is one of the fundamental objectives of fire ecology, and this
knowledge is critical for improving our ability to anticipate future fire regime changes. Climatic
variability is a major driver of fire in many terrestrial ecosystems, as reflected in Bradstock’s
PLOS ONE | DOI:10.1371/journal.pone.0140839 October 14, 2015
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Controls of Fire Regimes in the Western US
Competing Interests: The authors have declared
that no competing interests exist.
conceptual model of four climatic ‘switches’ that influence fire regimes by controlling fuel
amount, fuel moisture, and fire weather at contrasting temporal scales [4]. However, fire
regimes are also affected by other controls such as landscape-scale patterns of vegetation,
topography, and human activities [5]. For example, recent analyses in boreal Canada found
that vegetation and fuels influenced the spatial and temporal patterns of fires, even in systems
where climate was considered the most limiting factor [6, 7]. Topography also influences fire
regimes through its effects on fuel loads and fuel moisture via site productivity and microclimate [8]. Humans can modify fire regimes by changing ignition patterns [9] and by altering
fuel amount and continuity [10]. Therefore, understanding how fire regimes respond to landscape controls in addition to climatic shifts is critical in this era of unprecedented global
change, and will require research that explores the effects of multiple, interacting drivers of fire
regimes [11].
Fire regimes are typically described by statistical distributions of frequency, size, severity,
and seasonality in a particular area during a given time period. Thus, the environmental determinants of fire regimes can be assessed by exploring how environmental drivers operating over
a range of scales affect the spatial and temporal patterns of these fires (Fig 1). The behavior and
effects of an individual wildfire emerge over days to weeks as a result of weather interacting
with fine-grained spatial variability in fuels and vegetation. However, these interactions are
also constrained by biogeographic drivers that vary over broader spatial and temporal scales.
Climate, for example, is connected to fires at two distinct temporal scales [12]. Short-term climatic anomalies (months to years) affect fires by modifying vegetation growth and fuel moisture before the fire and by influencing weather during the period of fire spread. In addition,
climate has more indirect, long-term (decadal or longer) effects on the distributions of major
vegetation types, which in turn constrain the landscape-scale mosaics of fuels and vegetation.
Topography provides a relatively stable physical template that influences fire through direct
interaction with fire spread and indirect effects on vegetation, fuel amounts, and fuel moisture.
Humans can affect fire through a variety of pathways including ignition, suppression, and
alteration of fuels and vegetation [13]. These human impacts are in turn strongly influenced by
variability in human population density, land ownership, and the resulting patterns of land use
and natural resource management activities.
Because climate, vegetation, topography, and human activities interact with fire behavior
and effects at different spatial and temporal scales [14, 15], they are likely to have distinctive
effects on fire occurrence, size, and severity. These multiple fire regime components interact
with climate along with other biophysical and human drivers to form characteristic fire regimes
in different geographic settings [1]. Studies conducted at a global scale have shown that fire frequency and bur (...truncated)