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The Canadian fire weather index system and wildfire activity in the Karst forest management area, Slovenia

机译:斯洛文尼亚喀斯特森林管理区的加拿大火灾天气指数系统和野火活动

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The Canadian fire weather index system (CFFWIS) has been adopted for fire danger rating throughout Europe as part of the European Forest Fire Information System. However, its performance has not been thoroughly assessed, especially in environments less prone to fire. In this study, we characterised fire activity between 1995 and 2009 in the sub-Mediterranean Karst forest management area of SW Slovenia. Five fire danger classes (very low, low, moderate, high and very high) were derived from percentileanalysis of the CFFWIS Fire Weather Index. These classes were found to be related with fire activity descriptors. Logistic regression prediction of fire-days based on CFFWIS indices had low accuracy, and better discrimination was achieved by classification tree modelling. Fire activity was found to be driven by current weather conditions rather than by drought. Our findings highlight the potential of fire danger rating to guide fire management but also the limitations imposed by relatively low incidence of fire and the spatial scale of analysis.
机译:加拿大火灾天气指数系统(CFFWIS)已作为欧洲森林火灾信息系统的一部分用于整个欧洲的火灾危险等级。但是,尚未对其性能进行全面评估,尤其是在不易起火的环境中。在这项研究中,我们对1995年至2009年之间斯洛文尼亚西南地中海喀斯特森林管理区的火灾活动进行了描述。根据CFFWIS火灾天气指数的百分位数分析得出了五种火灾危险等级(极低,低,中,高和非常高)。发现这些类与火灾活动描述符有关。基于CFFWIS指数的火灾天数的Logistic回归预测准确性较低,并且通过分类树建模可以更好地进行判别。发现火势是由当前的天气状况驱动,而不是由干旱驱动。我们的研究结果突出了火灾危险等级可指导火灾管理的潜力,同时也突出了火灾发生率相对较低和分析的空间规模所带来的局限性。

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