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短期天气条件对西班牙大陆火灾特征时间动态的作用。

The role of short-term weather conditions in temporal dynamics of fire regime features in mainland Spain.

机构信息

GEOFOREST Group, IUCA, Department of Geography and Land Management, Pedro Cerbuna 12, 50009, Zaragoza, Spain.

GEOFOREST Group, IUCA, Department of Geography and Land Management, Pedro Cerbuna 12, 50009, Zaragoza, Spain; Department of Agriculture and Forest Engineering, University of Lleida, Alcalde Rovira Roure 191, 25198, Lleida, Spain.

出版信息

J Environ Manage. 2019 Jul 1;241:575-586. doi: 10.1016/j.jenvman.2018.09.107. Epub 2018 Oct 7.

Abstract

In this paper we investigate spatial-temporal associations of fire weather danger and fire regime features from 1979 to 2013. We analyze monthly time series of fire activity (number of fires and burned area) and fire weather danger rating indices (Fire Weather Index, Burning Index and Forest Fire Danger Index) at two spatial scales: (i) regionally, splitting the Spanish mainland into Northwest, Hinterland and Mediterranean regions; and (ii) locally, using the EMCWF grid. All analyses are based on decomposing time series to retrieve differential indicators of seasonal cycles, temporal evolution and anomalies. At regional scale we apply lagged cross-correlation analysis (4 lags or months before fire) to explore seasonal associations; and trend detection tests on the temporal evolution component. At the local scale, we calculate Pearson correlation coefficients between each individual index and the 18 possible fire-activity subsets according to fire size (all sizes, >1 ha and >100 ha) and source of ignition (natural, unintended and arson); this analysis is applied to both cycles, temporal and anomalies series. Results suggest that weather controls seasonal fire activity although it has limited influence on temporal evolution, i.e. trends. Stronger associations are detected in the number of fires in the Northwest and Hinterland regions compared to the Mediterranean, which has desynchronized from weather since 1994. Cross-correlation analysis revealed significant fire-weather associations in the Hinterland and Mediterranean, extending up to two months prior fire ignition. On the other hand, the association between temporal trends and weather is weaker, being negative along the Mediterranean and even significant in the case of burned area. The spatial disaggregation into grid cells reveals different spatial patterns across fire-activity subsets. Again, the connection at seasonal level is noticeable, especially in natural-caused fires. In turn, human-related wildfires are occasionally found independent from weather in some areas along the northern coast or the Ebro basin. In any case, this effect diminishes as the size of the fire increases. Our work suggests that for some regions of mainland Spain, these fire danger indices could provide useful information about upcoming fire activity up to two months ahead of time and this information could be used to better inform wildland fire prevention and suppression activities.

摘要

本文研究了 1979 年至 2013 年期间火险和火行为特征的时空关联。我们分析了火活动(火灾次数和燃烧面积)和火险评级指数(火险指数、燃烧指数和森林火险指数)的月度时间序列,分别在两个空间尺度上进行:(i)区域尺度,将西班牙大陆划分为西北部、内陆和地中海地区;(ii)局部尺度,使用欧洲中期天气预报中心(EMCWF)网格。所有分析都是基于对时间序列进行分解,以提取季节性周期、时间演变和异常的差分指标。在区域尺度上,我们应用滞后交叉相关分析(火前 4 个滞后月)来探索季节性关联;并对时间演变成分进行趋势检测测试。在局部尺度上,我们计算了每个指数与根据火灾规模(所有规模、>1 公顷和>100 公顷)和点火源(自然、非故意和纵火)划分的 18 个可能的火活动子集之间的皮尔逊相关系数;该分析应用于周期、时间和异常系列。结果表明,天气控制季节性火灾活动,尽管对时间演变(即趋势)的影响有限。在西北部和内陆地区,火灾数量的相关性更强,而自 1994 年以来,地中海地区与天气的相关性已经不同步。交叉相关分析显示,内陆和地中海地区存在显著的火险关联,可提前两个月预测火灾。另一方面,时间趋势与天气的关联较弱,在地中海地区呈负相关,甚至在燃烧面积方面也呈显著相关。将空间离散为网格单元揭示了不同火活动子集的不同空间模式。同样,在季节性水平上的联系是明显的,特别是在自然引发的火灾中。反过来,在一些北部沿海地区或埃布罗盆地,人类引发的野火偶尔会发现与天气无关。无论如何,这种影响随着火灾规模的增大而减小。我们的工作表明,对于西班牙大陆的一些地区,这些火险指数可以提供关于未来两个月内火活动的有用信息,这些信息可以用来更好地为野火预防和扑灭活动提供信息。

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