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Spatio-Temporal Analysis of Forest Fire Risk and Danger Using LANDSAT Imagery

机译:利用LANDSAT影像进行森林火灾危险和危险的时空分析。

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Computing fire danger and fire risk on a spatio-temporal scale is of crucial importance in fire management planning, and in the simulation of fire growth and development across a landscape. However, due to the complex nature of forests, fire risk and danger potential maps are considered one of the most difficult thematic layers to build up. Remote sensing and digital terrain data have been introduced for efficient discrete classification of fire risk and fire danger potential. In this study, two time-series data of Landsat imagery were used for determining spatio-temporal change of fire risk and danger potential in Korudag forest planning unit in northwestern Turkey. The method comprised the following two steps: (1) creation of indices of the factors influencing fire risk and danger; (2) evaluation of spatio-temporal changes in fire risk and danger of given areas using remote sensing as a quick and inexpensive means and determining the pace of forest cover change. Fire risk and danger potential indices were based on species composition, stand crown closure, stand development stage, insolation, slope and, proximity of agricultural lands to forest and distance from settlement areas. Using the indices generated, fire risk and danger maps were produced for the years 1987 and 2000. Spatio-temporal analyses were then realized based on the maps produced. Results obtained from the study showed that the use of Landsat imagery provided a valuable characterization and mapping of vegetation structure and type with overall classification accuracy higher than 83%.
机译:在时空尺度上计算火灾危险和火灾风险对于消防管理规划以及整个景观中火灾的增长和发展模拟至关重要。但是,由于森林的复杂性,火灾风险图和潜在危险图被认为是最难建立的主题层之一。引入了遥感和数字地形数据,可以对火险和潜在火险进行有效的离散分类。在这项研究中,使用Landsat影像的两个时间序列数据来确定土耳其西北部Korudag森林规划单位的火灾风险和潜在危险的时空变化。该方法包括以下两个步骤:(1)创建影响火灾风险和危险因素的指标; (2)使用遥感作为一种快速而廉价的手段,评估火灾风险和给定区域危险的时空变化,并确定森林覆盖变化的速度。火灾风险和潜在危险指数是基于物种组成,林分冠封,林分发育阶段,日晒,坡度和农地与森林的距离以及与定居区的距离。使用生成的指数,绘制了1987年和2000年的火灾风险图和危险图。然后,基于生成的图实现了时空分析。从研究中获得的结果表明,使用Landsat影像可以对植被的结构和类型进行有价值的表征和制图,总体分类精度高于83%。

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