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Atmospheric emissions from vegetation fires in Portugal (1990–2008): estimates, uncertainty analysis, and sensitivity analysis

机译:葡萄牙植被火灾的大气排放(1990-2008):估计,不确定性分析和敏感性分析

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Atmospheric emissions from wildfires in Portugal were estimated yearly over the period 1990–2008 using Landsat-based burnt area maps and land cover maps, national forest inventory data, biometric models, and literature review data. Emissions were calculated as the product of area burnt, biomass loading per unit area, combustion factor, and emission factor, using land cover specific values for all variables. Uncertainty associated with each input variable was quantified with a probability density function or a standard deviation value. Uncertainty and sensitivity analysis of estimates were performed with Monte Carlo and variance decomposition techniques. Area burnt varied almost 50-fold during the study period, from about 9000 ha in 2008 to 440 000 ha in 2003. Emissions reach maximum and minimum in the same years, with carbon dioxide equivalent (CO2eq.) values of 159 and 5655 Gg for 2008 and 2003, respectively. Emission factors, and the combustion factor for shrubs were identified as the variables with higher impact on model output variance. There is a very strong correlation between area burnt and emissions, allowing for good emissions estimates once area burnt is quantified. Pyrogenic emissions were compared against those from various economy sectors and found to represent 1% to 9% of the total.
机译:葡萄牙野火的大气排放量在1990 - 2008年期间估计,使用基于Landsat的烧焦区域地图和陆地覆盖地图,国家森林库存数据,生物识别模型和文献综述数据。使用陆地覆盖所有变量的特定值,计算作为面积烧伤,生物质负荷,燃烧因子和排放因子的面积烧伤,生物质负荷的产物。用概率密度函数或标准偏差值量化与每个输入变量相关联的不确定性。蒙特卡罗和方差分解技术进行了对估计的不确定性和敏感性分析。在研究期间,地区烧焦几乎不同,2008年从大约9000公顷到2003年的440 000公顷。排放达到同一年,二氧化碳当量(CO2EQ。)值为159和5655 Gg分别为2008年和2003年。排放因子和灌木的燃烧因子被鉴定为具有更高影响模型输出方差的变量。面积烧焦和排放之间存在非常强烈的相关性,允许良好的排放量估计,一旦烧焦的区域被定量化。将热解释与各种经济部门的人进行比较,发现占总量的1%至9%。

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