Department of Civil and Environmental Engineering, National University of Singapore, 117576, Singapore.
Department of Civil and Environmental Engineering, National University of Singapore, 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, 117411, Singapore.
Environ Pollut. 2021 Apr 15;275:116626. doi: 10.1016/j.envpol.2021.116626. Epub 2021 Feb 2.
This study characterizes the impacts of transported peat-forest (PF) burning smoke on an urban environment and evaluates associated source burning conditions based on carbon properties of PM at the receptor site. We developed and validated a three-step classification that enables systematic and more rapid identification of PF smoke impacts on a tropical urban environment with diverse emissions and complex atmospheric processes. This approach was used to characterize over 300 daily PM data collected during 2011-2013, 2015 and 2019 in Singapore. A levoglucosan concentration of ≥0.1 μg/m criterion indicates dominant impacts of transported PF smoke on urban fine aerosols. This approach can be used in other ambient environments for practical and location-dependent applications. Organic carbon (OC) concentrations (as OC indicator) can be an alternate to levoglucosan for assessing smoke impacts on urban environments. Applying the OC concentration indicator identifies smoke impacts on ∼80% of daily samples in 2019 and shows an accuracy of 51-86% for hourly evaluation. Following the systematic identification of urban PM predominantly affected by PF smoke in 2011-2013, 2015 and 2019, we assessed the concentration ratio of char-EC/soot-EC as an indicator of smoldering- or flaming-dominated burning emissions. When under the influence of transported PF smoke, the mean concentration ratio of char-EC to soot-EC in urban PM decreased by >70% from 8.2 in 2011 to 2.3 in 2015 but increased to 3.8 in 2019 (p < 0.05). The reversed trend with a 65% increase from 2015 to 2019 shows stronger smoldering relative to flaming, indicating a higher level of soil moisture at smoke origins, possibly associated with rewetting and revegetating peatlands since 2016.
本研究通过受体站点处 PM 中碳特性,描述了传输的泥炭森林(PF)燃烧烟雾对城市环境的影响,并评估了相关的源燃烧条件。我们开发并验证了一种三步分类法,该方法能够系统且更快速地识别具有不同排放和复杂大气过程的热带城市环境中 PF 烟雾的影响。该方法用于描述 2011-2013 年、2015 年和 2019 年在新加坡收集的 300 多个日常 PM 数据。当左旋葡聚糖浓度≥0.1μg/m 时,表明城市细颗粒物主要受到传输的 PF 烟雾的影响。该方法可用于其他环境,适用于实际和位置相关的应用。有机碳(OC)浓度(作为 OC 指标)可以替代左旋葡聚糖来评估烟雾对城市环境的影响。使用 OC 浓度指标可以识别出 2019 年约 80%的日常样本受到烟雾的影响,并且对于每小时的评估,其准确率为 51-86%。在 2011-2013 年、2015 年和 2019 年系统识别出受 PF 烟雾主要影响的城市 PM 后,我们评估了 char-EC/soot-EC 的浓度比作为闷烧或火焰燃烧排放主导的指标。当受到传输的 PF 烟雾影响时,城市 PM 中 char-EC 与 soot-EC 的平均浓度比从 2011 年的 8.2 降低到 2015 年的 2.3,但在 2019 年增加到 3.8(p<0.05)。从 2015 年到 2019 年增加了 65%的反向趋势表明闷烧相对于火焰燃烧更强,这表明烟雾源的土壤湿度更高,可能与 2016 年以来的湿地重新湿润和重新植被有关。