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Newglobal foreston-forest maps fromALOS PALSAR data (2007–2010)

机译:来自ALOS PALSAR数据的新全球森林/非森林地图(2007–2010年)

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Four global mosaics of Advanced Land Observing Satellite (ALOS) Phased Arrayed L-band Synthetic Aperture Radar (SAR)HHand HV polarization datawere generated at 25mspatial resolution using data acquired annually from 2007 to 2010. Variability in L-band HH and HV gamma-naught (γ~0) for forests was observed between regions, with this attributed to differences in forest structure and vegetation/surface moisture conditions. Region-specific backscatter thresholds were therefore applied to produce from each annual mosaic, a global map of forest and non-forest cover fromwhich maps of forest losses and gainwere generated. The overall agreement with foreston-forest assessments using the Degree Confluence Project, the Forest Resource Assessment and Google Earth images was 85%, 91% and 95% respectively. Using 2007 as a baseline, decreases of 0.040 and 0.028 dB (with a 0.006 dB 99% confidence level) were observed in the HH and HV γ~0 respectively over the same areas suggesting a decrease in forest area and/or increased smoothing of the global surface at the L-band radar observation over the four-year period. The maps provide a newglobal resource for documenting the changing extent of forests and offer opportunities for quantifying historical and future dynamics through comparison with historical (1992–1998) Japanese Earth Resources Satellite (JERS-1) SAR and the forthcoming (from 2014) ALOS-2 PALSAR-2 data. Four year PALSAR mosaics and the foreston-forest data,whichwere generated and analyzed in this paper, are opened to the public for free downloading albeit with coarser resolutions (WWW1). Future distribution of the higher (original) resolution datasets from PALSAR as well as the ALOS-2/PALSAR-2 is planned.
机译:使用从2007年到2010年每年获取的数据,以25m空间分辨率生成了四个高级陆地观测卫星(ALOS)相控阵L带合成孔径雷达(SAR)HHand HV极化数据的全球镶嵌图。L波段HH和HV伽马值的变化在区域之间观察到森林的(γ〜0),这归因于森林结构和植被/地表水分条件的差异。因此,将特定区域的反向散射阈值应用于从每个年度镶嵌图生成的森林和非森林覆盖的全球地图,从而生成森林损失和收益的地图。使用度融合项目,森林资源评估和Google Earth图像与森林/非森林评估的总体协议分别为85%,91%和95%。以2007年为基准,在同一地区,HH和HVγ〜0分别降低了0.040和0.028 dB(0.006 dB,99%置信度),表明森林面积减少和/或林木平滑度增加。四年期间在L波段雷达观测中的全球表面。这些地图提供了新的全球资源,用于记录森林的变化范围,并提供了与历史(1992–1998年)日本地球资源卫星(JERS-1)SAR和即将推出(2014年起)的ALOS- 2个PALSAR-2数据。本文生成并分析了四年的PALSAR镶嵌图和森林/非森林数据,尽管分辨率更高(WWW1),但仍向公众免费下载。计划将来从PALSAR以及ALOS-2 / PALSAR-2分配更高(原始)分辨率的数据集。

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