相对湿度对波兰中部森林火灾的影响

Q4 Agricultural and Biological Sciences USDA Forest Service - Research Papers PNW-RP Pub Date : 2018-09-01 DOI:10.2478/frp-2018-0027
K. Konca-Kedzierska, K. Pianko-Kluczyńska
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引用次数: 2

摘要

摘要:本研究的目的是回答一个问题,即如何以及在多大程度上使用选定区域的低空气湿度信息来确定火灾风险。这项研究选择了领土统计单位分类(NUTS)中定义的中部地区,因为国家火灾信息系统也使用这种分类,该系统提供了关于森林火灾数量的数据。某一地区的湿度数据来自该地区气象和水管理研究所-国家研究所(IMGW-PIB)的天气或气候站。根据不同的方法学假设进行了两个独立的实验。在实验A中,主要关注湿度亏缺,由九个不同的指标定义。利用相对危险度和Jaccard指数,研究了其与三级以上火灾的关系。利用模糊类比法对火灾数量进行了分类重建,并利用列联表中的相互关联指标对重建结果进行了评价。试验B研究了火灾次数与相对湿度年特征的相关关系。为了在交叉表中使用关联度量,使用分位数对火灾数量和湿度特征进行分类。使用Mann-Whitney测试测试了火灾数量与一年中低湿度(<40%)天数百分比之间的关系。相关指数的计算值和相关关系分析强调了相对湿度动态在确定火灾风险中的重要作用。
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The influence of relative humidity on fires in forests of Central Poland
Abstract The purpose of the present work was to answer the question of how and to what extent information about low air humidity in a selected area can be used in determining the fire risk. The central region as defined in the Classification of Territorial Units for Statistics (NUTS) was selected for the study, because this classification is also used in the National Fire Information System, which provides data on the number of forest fires. Data on humidity for a given region were taken from the synoptic or climatic station of The Institute of Meteorology and Water Management – National Research Institute (IMGW-PIB) located in the region. Two independent experiments were conducted based on various methodological assumptions. In experiment A, the main focus was on humidity deficit, as defined by nine different indicators. Using the relative risk and the Jaccard index, their connection to fire cases of third class or higher was studied. A class reconstruction of the number of fires was also carried out using the fuzzy analogues method, and the obtained reconstructions were evaluated using cross-correlation indicators in contingency tables. In experiment B, correlation relationships between the number of fires and the annual characteristics of relative humidity were studied. In order to use the association measures in the cross-tabulation tables, the number of fires and humidity characteristics were categorised using quantiles. The relationship between the number of fires and the percentage share of low-humidity (<40%) days in the year was tested using the Mann–Whitney test. The obtained values of the examined correlation indices and the analysis of correlation relationships emphasise the important role of relative humidity dynamics in determining the fire risk.
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USDA Forest Service - Research Papers PNW-RP
USDA Forest Service - Research Papers PNW-RP Agricultural and Biological Sciences-Forestry
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