2009
DOI: 10.1080/09640560903181147
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Land use planning and wildfire risk mitigation: an analysis of wildfire-burned subdivisions using high-resolution remote sensing imagery and GIS data

Abstract: This paper evaluates risk factors that influence the probability that a house will burn from wildfire. A logistic regression is used to analyse data processed from pre-fire and post-fire IKONOS images and other geo-referenced data. The dependent variable is the probability that a given house will burn. A total of 12 independent variables are evaluated: vegetation density; area of defensible space; adjacency of a parcel to public lands; proximity of a house to fire station; road width; road type; parcel size; s… Show more

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Cited by 31 publications
(24 citation statements)
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“…It is also the first to examine the effect of individual fires on the WUI using a large sample. Previous studies of fire risk in the WUI have either examined the effects of a single fire on house loss (Bhandary and Muller, 2009;Brillinger et al, 2009); used measures of fire regime (such as the number of fires over a period (Haight et al, 2004)); simulated fires (Stockmann et al, 2010;Bar Massada et al, 2009) or have abstracted risk to some extent (such as measuring how intense a fire would be if it occurred (Bradstock et al, 1998)). …”
Section: O F Price and R A Bradstock: The Spatial Domain Of Wildfmentioning
confidence: 99%
See 1 more Smart Citation
“…It is also the first to examine the effect of individual fires on the WUI using a large sample. Previous studies of fire risk in the WUI have either examined the effects of a single fire on house loss (Bhandary and Muller, 2009;Brillinger et al, 2009); used measures of fire regime (such as the number of fires over a period (Haight et al, 2004)); simulated fires (Stockmann et al, 2010;Bar Massada et al, 2009) or have abstracted risk to some extent (such as measuring how intense a fire would be if it occurred (Bradstock et al, 1998)). …”
Section: O F Price and R A Bradstock: The Spatial Domain Of Wildfmentioning
confidence: 99%
“…The probability of loss (consequential risk) is a conditional function of ignition, spread and the vulnerability of urban environments and structures (Bradstock and Gill, 2001). Much of the emphasis on risk research is on the latter (Bhandary and Muller, 2009;Blanchi et al, 2010). The risk consequences of ignition and spread have a strong spatial component that awaits more formal scrutiny (i.e.…”
Section: Introductionmentioning
confidence: 99%
“…In our study area, these are the same patterns where houses are most likely to be destroyed by fire , Alexandre et al 2016). In particular, structure loss is highest at low to intermediate densities, surrounded by wildland vegetation, and in small, isolated neighborhoods (Syphard et al 2007a,b, 2009, Lampin-Maillet et al 2011. Thus, the scenarios that forced new construction into the coastal areas as higher density infill reduced fire risk not only because houses were not allowed to develop in hazardous areas, but they were also forced to occur in safer arrangements.…”
Section: Discussionmentioning
confidence: 99%
“…Studies are beginning to show that altering the arrangement and location of new housing developments may provide significantly different http://www.ecologyandsociety.org/vol21/iss3/art2/ outcomes in terms of fire risk to homes (Bhandary and Muller 2009, Buxton et al 2011, Syphard et al 2013. In fact, the location and arrangement of homes in some locations may be the most influential factor in determining whether these homes are destroyed in a fire , Alexandre et al 2016.…”
Section: Introductionmentioning
confidence: 99%
“…Past inquiries into the relationship between land use planning and wildfire have typically focused on the performance of past policies [20][21][22] or have simulated the impacts of future development on wildfire risk [9,23]. Far less research has compared the institutions and regulations that are meant to influence land use planning as it relates to wildfire risk [24,25], and the findings from these studies indicate that local actions may be impacted by the structure of governance.…”
Section: Introductionmentioning
confidence: 99%