基于气象数据的特大城市周边地区火险特征及未来预测--以北京为例

IF 1.8 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Frontiers of Earth Science Pub Date : 2024-07-11 DOI:10.1007/s11707-024-1107-0
Mengxin Bai, Wupeng Du, Zhixin Hao, Liang Zhang, Pei Xing
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引用次数: 0

摘要

研究北京周边地区的火险特征对于提高火险监测、预报和管理的准确性至关重要。本研究利用北京周边地区 17 个国家气象站 1981-2021 年的气象资料,计算了火险气象指数(FWI),并分析了其时空特征。研究发现,火险高发期和低发期分别出现在 4 月至 5 月和 7 月至 8 月,空间模式分别为 "西北减小-东南增大 "和整个北京周边地区显著增大。接下来,我们用多元回归法量化了不同气象因子的贡献。我们发现,在高火险期,北部和南部地区分别受到降水和最低相对湿度的影响。然而,在低火险期,大部分地区受到风速的影响。最后,比较不同 SSP 情景下的 FWI 特性,我们发现在 2021-2050 年、2071-2100 年、2021-2100 年期间,不同 SSP 情景(即 SSP245、SSP585)下的 FWI 在高火险期下降,在低火险期上升,但 2071-2100 年期间的 SSP245 在高火险期和低火险期均呈上升趋势。这项研究表明,在低火险期发生 FWI 的概率较高,会对生态环境和人类健康造成威胁。因此,有必要加强对低火险期火险的研究,以提高预测夏季火险的能力。
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The characteristics and future projections of fire danger in the areas around mega-city based on meteorological data–a case study of Beijing

It is crucial to investigate the characteristics of fire danger in the areas around Beijing to increase the accuracy of fire danger monitoring, forecasting, and management. Using meteorological data from 17 national meteorological stations in the areas around Beijing from 1981–2021, this study calculated the fire weather index (FWI) and analyzed its spatiotemporal characteristics. It was found that the high and low fire danger periods were in April–May and July–August, with spatial patterns of “decrease in the northwest–increase in the southeast” and a significant increase throughout the areas around Beijing, respectively. Next, the contributions of different meteorological factors were quantified by the multiple regression method. We found that during the high fire danger period, the northern and southern parts were affected by precipitation and minimum relative humidity, respectively. However, most areas were influenced by wind speed during the low fire danger period. Finally, comparing with the FWI characteristics under different SSP scenarios, we found that the FWI decreased during high fire danger period and increased during low fire danger period under different SSP scenarios (i.e., SSP245, SSP585) for periods of 2021–2050, 2071–2100, 2021–2100, except for SSP245 in 2071–2100 with an increasing trend both in high and low fire danger periods. This study implies that there is a higher probability of FWI in the low fire danger period, threatening the ecological environment and human health. Therefore, it is necessary to enhance research on fire danger during the low fire danger period to improve the ability to predict summer fire danger.

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来源期刊
Frontiers of Earth Science
Frontiers of Earth Science GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
3.50
自引率
5.00%
发文量
627
期刊介绍: Frontiers of Earth Science publishes original, peer-reviewed, theoretical and experimental frontier research papers as well as significant review articles of more general interest to earth scientists. The journal features articles dealing with observations, patterns, processes, and modeling of both innerspheres (including deep crust, mantle, and core) and outerspheres (including atmosphere, hydrosphere, and biosphere) of the earth. Its aim is to promote communication and share knowledge among the international earth science communities
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