基于遥感的热带湿地火灾碳排放贡献率及碳恢复速度评估

A. Fithria, Syamani D. Ali, A. A. Rezekiah
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摘要

这项研究有两个目的。第一个目标是利用Sentinel-2图像对不同类型热带湿地植被的火灾产生的碳排放量进行量化。第二个目标是利用哨兵2号的图像测量碳储量恢复的时间。使用相对烧伤比(RBR)自动提取烧伤区域。通过测量火灾前、火灾后和火灾后植被重新生长后几个月地上生物量(AGB)的差异,计算了碳排放量和碳固存量。因此,需要三个不同时间的Sentinel-2 MSI图像。所有图像处理均使用ESA SNAP软件进行。结果表明:热带湿地火灾平均排放121.61 Mg C/ha,相当于445.9 Mg CO2/ha;热带湿地碳储量恢复到燃烧前状态的平均时间约为9.27个月。泥炭地森林在燃烧后恢复到原始碳储量状态所需的时间最长,接近22年。
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Remote Sensing-Based Assessment of How Much Tropical Wetland Fires Contribute to Carbon Emissions and How Fast the Carbon Recovering Is
This research had two objectives. The first objective was to quantity the carbon emissions from fires of various types of tropical wetland vegetation using Sentinel-2 imagery. The second objective was to measure how long the carbon stock will recover using Sentinel-2 imagery. Burned areas were extracted automatically using the Relativized Burn Ratio (RBR). Calculation of carbon emissions and carbon sequestrations were carried out by measuring the differences in Above Ground Biomass (AGB) before the fires, right after the fires, and a few months after the vegetation re-grows after the fires. Therefore, multitemporal Sentinel-2 MSI imageries from three different times are required. All imageries processing was carried out using the ESA SNAP software. The results showed that tropical wetland fires emited an average of 121.61 Mg C/ha, or equivalent to 445.9 Mg CO2/ha. Furthermore, tropical wetlands had an average rate of about 9.27 months to restore their carbon stocks to their pre-burnt state. Peatland forests took the longest time to recover to its original carbon stock state after burning, which was almost 22 years to recover.
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