利用遥感数据对戈勒斯坦省野火进行时空监测

Ebrahim Asadi Oskouei, S. Shobairi, Hadis Sadeghi, Mojtaba Shokouhi, Ebrahim Fatahi, Leili Khazanedari, Lingxiao Sun, Haiyan Zhang, Chunlan Li, He Jing, Qirghizbek Ayombekov
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引用次数: 0

摘要

野火是生态系统变化的最重要因素之一。了解野火机制(频率、强度和分布模式)对野火管理至关重要。本研究旨在利用 MODIS 数据烧毁面积产品(MCD64A1)分析 2001-2021 年戈勒斯坦地区野火的时空模式。为此,根据森林、牧场和农作物覆盖类型,对野火的年频率和月频率以及趋势进行了统计分析。利用局部莫兰模式分析方法和核密度函数对野火的空间动态进行了分析。结果显示,戈勒斯坦发生了 18,462 起野火,其中 2010 年的野火数量最多,为 2,517 起(13.8%)。野火发生次数最少的是 2001 年,只有 57 次(0.5%)。根据当地莫兰模型的结果和核密度函数,戈勒斯坦南部和东南部平原和山麓地区的野火范围和强度较大。该省东部地区的野火范围和强度最小。在一年中的炎热时期(春季和夏季),野火发生的频率较高。不过,野火发生期和野火高峰期在不同用途的地区有所变化。与其他月份相比,6 月份的野火区范围更广,强度更大。5 月至 7 月的农田、7 月、8 月和 9 月的牧场以及 11 月和 12 月的林地发生野火的频率和空间范围均高于其他月份。天气条件对戈勒斯坦林地野火的发生起着重要作用。这项研究成果有助于了解野火风险区域,为预测和控制野火以及减少与野火相关的碳排放提供科学依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial and temporal monitoring of wildfires in Golestan province using remote sensing data
Wildfires are one of the most significant factors of ecosystem change. Knowing the wildfire regime (frequency, intensity, and distribution pattern) is essential in wildfire management. This research aims to analyze the spatiotemporal pattern of wildfires in Golestan in 2001-2021 using MODIS data, burned area product (MCD64A1). For this purpose, the annual and monthly frequency, as well as the trend of wildfires based on types of forest, pasture, and crop cover, were statistically analyzed. The local Moran pattern analysis method and kernel density function were used to analyze the spatial dynamics of wildfire. The results showed that 18,462 wildfires occurred in Golestan, the highest of which was in 2010, with 2,517 wildfires (13.8%). The lowest number of wildfires, with only 57 events (0.5%), was in 2001. Based on the local Moran model results and the kernel density function, the wildfires' extent and intensity were greater in the plains and foothills to the south and southeast of Golestan. The lowest extent and intensity of the wildfire corresponded to the eastern parts of the province. The frequency of wildfires was higher in the hot period of the year (spring and summer). However, the period of occurrence of wildfire and the peak of wildfire changes in different uses. The wildfire zones in June were wider and more intense than in other months. The frequency and spatial extent of wildfires in agricultural lands from May to July, pasture lands in July, August, and September, and forest lands in November and December were more than in other months. Weather conditions play a significant role in the occurrence of wildfire in the forest lands of Golestan. The results of this research help understand wildfire risk areas and provide a scientific basis for predicting and controlling wildfires and reducing carbon emissions related to them.
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