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An estimate of the area burned in southern Africa during the 2000 dry season using SPOT‐VEGETATION satellite data

机译:利用SPOT-VEGETATION卫星数据估算2000年干旱季节南部非洲的烧毁面积

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摘要

The area burned in southern Africa during the 2000 dry season was mapped on a monthly basis from May to November using SPOT-VEGETATION (VGT) satellite imagery at 1 km spatial resolution. Burned areas were identified with a classification tree that relied only on the near-infrared channel of VGT. The classification tree algorithm yielded very accurate results (Kappa = 0.93). However, when compared with burned area maps derived from 30 m resolution Landsat Enhanced Thematic Mapper (ETM+) imagery, the VGT 1 km burned area maps reveal variable accuracy, dependent on vegetation type and on the spatial pattern of the burned areas. Fire incidence was higher in the northern part of the study area, especially in Wetter Zambezian Miombo Woodland, Mosaic of Guineo-Congolian Lowland Forest and Secondary Grassland, Edaphic and Secondary Grassland on Kalahari Sand, Drier Zambezian Miombo Woodland, and Undifferentiated North-Zambezian Miombo Woodland. Fire incidence was lower in the eastern part of the study area and almost absent from the western and southern semiarid and desert regions. The most extensively burned countries were, in decreasing order, the Democratic Republic of Congo, Angola, Mozambique and Zambia. The total area burned was estimated at 959480 km2.
机译:使用1点空间分辨率的SPOT-VEGETATION(VGT)卫星图像,每月对5月至11月在2000年干旱季节在南部非洲燃烧的地区进行测绘。用仅依靠VGT的近红外通道的分类树来识别燃烧区域。分类树算法产生非常准确的结果(Kappa = 0.93)。但是,与从30 m分辨率的Landsat增强主题地图(ETM +)影像获得的燃烧区域图相比,VGT 1 km燃烧区域图显示出不同的精度,具体取决于植被类型和燃烧区域的空间格局。研究区域北部的火灾发生率较高,特别是在湿的赞比西斯·米翁布林地,几内亚-刚果低地森林和次要草地的马赛克,卡拉哈里沙漠上的埃达菲和次要草原,德比·赞比西斯·米翁布林地和未分化的赞比西河·米翁布地区林地。在研究区域的东部,火灾发生率较低,而西部和南部的半干旱和沙漠地区几乎没有火灾。烧毁最严重的国家依次是刚果民主共和国,安哥拉,莫桑比克和赞比亚。估计总燃烧面积为959480平方公里。

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