Spatial Estimates of Future Fire Risk Considering Climate and Fuel Management for Conservation Planning

E. Marshall, S. McColl-Gausden, L. Collins, L. Bennett, T. Penman
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Abstract

: A key gap in conservation management is understanding how fire regimes may shift under climate change and how these shifts might impact biodiversity. Conserving species and communities in the future will require the strategic prioritisation of conservation actions that account for shifting fire regimes. We used a landscape fire regime model, the Fire Regime and Operations Simulation Tool (FROST), to estimate the wildfire risk of 12 regions in Victoria, Australia. Each region is approximately 1.2 million hectares in size and collectively span a range of climatic gradients. We modelled three epochs of climate data: 1990 to 2009, 2020 to 2039, and 2060 to 2079, alongside three fuel management strategies: no prescribed burning, low rates of prescribed burning, and high rates of prescribed burning. We analyse changes in fire frequency, extent, intensity, and severity across Victoria to provide estimates of potential risk under the three management scenarios for each epoch. Wildfire risks increased under future climate predictions and from west to central Victoria, declining again in the eastern regions. These simulations provide baseline estimates for the spatial distribution of future wildfire risk across Victoria, Australia, and can be used to help prioritise conservation actions to areas of the lowest risk. We also found that there were no statistically significant differences between fuel management scenarios, reiterating that prescribed burning will not necessarily negate the impacts of climate change on future wildfire risk. Incorporating spatial estimates of future wildfire risk can improve the prioritisation of conservation decisions and can help protect biodiversity in the long term.
考虑气候和燃料管理的未来火灾风险空间估计
保护管理的一个关键空白是了解气候变化下火灾制度如何变化以及这些变化如何影响生物多样性。在未来保护物种和群落将需要考虑到变化的火灾制度的保护行动的战略优先级。我们使用景观火灾状态模型,火灾状态和操作模拟工具(FROST),来估计澳大利亚维多利亚州12个地区的野火风险。每个地区的面积约为120万公顷,总体上跨越了一系列气候梯度。我们模拟了三个时期的气候数据:1990年至2009年、2020年至2039年和2060年至2079年,以及三种燃料管理策略:无规定燃烧、低规定燃烧率和高规定燃烧率。我们分析了维多利亚州火灾频率、范围、强度和严重程度的变化,以估计每个时期三种管理方案下的潜在风险。根据未来气候预测,从维多利亚州西部到中部,野火风险增加,东部地区再次下降。这些模拟为澳大利亚维多利亚州未来野火风险的空间分布提供了基线估计,并可用于帮助优先考虑风险最低的地区的保护行动。我们还发现,燃料管理方案之间没有统计学上的显著差异,重申规定的燃烧不一定会抵消气候变化对未来野火风险的影响。纳入未来野火风险的空间估计可以改善保护决策的优先次序,并有助于长期保护生物多样性。
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