Nicoletti Giorgio, Saravia Leonardo, Momo Fernando, Maritan Amos, Suweis Samir
Laboratory of Interdisciplinary Physics, Department of Physics and Astronomy "G. Galilei", University of Padova, Via Marzolo 8, Padova 35131, Italy.
INFN, Sezione di Padova, Via Marzolo 8, 35131 Padova, Italy.
iScience. 2023 Feb 13;26(3):106181. doi: 10.1016/j.isci.2023.106181. eCollection 2023 Mar 17.
Between 2019 and 2020, during the country's hottest and driest year on record, Australia experienced a dramatic bushfire season, with catastrophic ecological and environmental consequences. Several studies highlighted how such abrupt changes in fire regimes may have been in large part a consequence of climate change and other anthropogenic transformations. Here, we analyze the monthly evolution of the burned area in Australia from 2000 to 2020, obtained via satellite imaging through the MODIS platform. We find that the 2019-2020 peak is associated with signatures typically found near critical points. We introduce a modeling framework based on forest-fire models to study the properties of these emergent fire outbreaks, showing that the behavior observed during the 2019-2020 fire season matches the one of a percolation transition, where system-size outbreaks appear. Our model also highlights the existence of an absorbing phase transition that might be eventually crossed, after which the vegetation cannot recover.
在2019年至2020年期间,澳大利亚经历了有记录以来最热且最干燥的年份,遭遇了一个灾难性的丛林火灾季,带来了严重的生态和环境后果。多项研究强调,火灾模式的这种突然变化在很大程度上可能是气候变化和其他人为因素导致的。在此,我们分析了2000年至2020年澳大利亚烧毁面积的月度变化情况,这些数据是通过MODIS平台的卫星成像获取的。我们发现,2019 - 2020年的峰值与临界点附近通常出现的特征相关。我们引入了一个基于森林火灾模型的建模框架来研究这些突发火灾爆发的特性,结果表明,2019 - 2020年火灾季期间观察到的行为与渗流转变相匹配,即出现了大规模系统范围的火灾爆发。我们的模型还突出了存在一个可能最终会跨越的吸收相变,相变之后植被无法恢复。