越来越多的人为气候变化在区域性每周极端火灾中留下了印记

IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Sifang Feng, Jakob Zscheischler, Zengchao Hao, Emanuele Bevacqua
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引用次数: 0

摘要

野火对自然和人类系统造成巨大破坏。尽管人类引起的气候变化与火灾天气风险增加之间存在明确的联系,但目前还缺乏将观测到的极端火灾归因于人类引起的气候变化的全球系统归因。在这里,我们首先通过逻辑回归模型将观测到的2002-2015年火灾季节的区域每周燃烧面积极端值(第85百分位)与火灾天气指数(FWI)联系起来,然后利用气候模型的模拟来量化人为引起的气候变化的影响,从而解决了这一差距。关注统计模型具有良好可预测性的区域,我们发现人类引起的气候变化对700多个区域极端火灾的平均预测概率的影响为8%(±4%,气候模型的标准差),从而增加了19个分析区域中15个地区经历极端火灾的概率。虽然较高的温度是火灾极端可能性增加的主要驱动因素,但降水、相对湿度和/或风速的变化实质上调节了许多地区的火灾变化。2002-2015年间,全球由人为气候变化引起的极端火灾的概率增加了5.2%/ 10年,这与过去几十年气候驱动的极端火灾加速增加的趋势一致,这种趋势在不久的将来可能会继续。这些发现突出了可持续火灾管理战略的迫切需要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Growing human-induced climate change fingerprint in regional weekly fire extremes

Growing human-induced climate change fingerprint in regional weekly fire extremes

Wildfires cause large damage to natural and human systems. Despite the clear connection between human-induced climate change and increased fire weather risk, a global, systematic attribution of observed extreme fires to human-induced climate change is lacking. Here, we address this gap by first linking observed regional weekly burned area extremes (>85th percentile) to the fire weather index (FWI) during the fire seasons of 2002–2015 via a logistic regression model, and then using simulations from climate models to quantify the impact of human-induced climate change. Focusing on regions with good predictability of the statistical model, we find that human-induced climate change was responsible for a fraction equal to 8% (±4%, standard deviation across climate models) of the predicted probability of more than 700 regional fire extremes on average, thereby increasing the probability of experiencing a fire extreme across 15 out of 19 analysed regions. While higher temperature is the main driver of the increased fire extreme probability, shifts in precipitation, relative humidity, and/or wind speed substantially modulated fire changes across many regions. Mainly because of warming, the probability of extreme fires attributable to human-induced climate change increased by 5.2%/decade globally over 2002–2015, in line with an acceleration of the climate-driven enhancement of fire extremes over the last decades that may continue in the near future. These findings highlight the urgent need for sustainable fire management strategies.

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来源期刊
npj Climate and Atmospheric Science
npj Climate and Atmospheric Science Earth and Planetary Sciences-Atmospheric Science
CiteScore
8.80
自引率
3.30%
发文量
87
审稿时长
21 weeks
期刊介绍: npj Climate and Atmospheric Science is an open-access journal encompassing the relevant physical, chemical, and biological aspects of atmospheric and climate science. The journal places particular emphasis on regional studies that unveil new insights into specific localities, including examinations of local atmospheric composition, such as aerosols. The range of topics covered by the journal includes climate dynamics, climate variability, weather and climate prediction, climate change, ocean dynamics, weather extremes, air pollution, atmospheric chemistry (including aerosols), the hydrological cycle, and atmosphere–ocean and atmosphere–land interactions. The journal welcomes studies employing a diverse array of methods, including numerical and statistical modeling, the development and application of in situ observational techniques, remote sensing, and the development or evaluation of new reanalyses.
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