泛北极甲烷磺酸气溶胶:来源区域、大气驱动因素和未来预测

IF 8.5 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES npj Climate and Atmospheric Science Pub Date : 2024-07-13 DOI:10.1038/s41612-024-00712-3
Jakob Boyd Pernov, Eliza Harris, Michele Volpi, Tamara Baumgartner, Benjamin Hohermuth, Stephan Henne, William H. Aeberhard, Silvia Becagli, Patricia K. Quinn, Rita Traversi, Lucia M. Upchurch, Julia Schmale
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引用次数: 0

摘要

天然气溶胶是北极气候系统的一个重要组成部分,但对其的研究却不足。由于环境条件的变化,天然海洋生物气溶胶成分(如甲磺酸)正变得越来越重要。在这项研究中,我们在一个数据驱动的框架中将原位气溶胶观测与大气传输建模和气象再分析数据相结合,目的是:(1) 确定 MSA 的季节周期和来源区域;(2) 阐明 MSA 与大气变量之间的关系;(3) 根据从再分析变量推断出的趋势预测 MSA 的响应,并确定哪些变量促成了这些预测变化。我们已确定北极大西洋和太平洋扇区为 MSA 的主要来源区。利用梯度增强树,我们能够解释 84% 的方差,并发现 MSA 的最重要变量与二甲基硫醚(DMS)的气相或水相氧化间接相关:短波和长波下沉辐射、温度和低云层。我们预测未来 50 年内 MSA 将发生季节性变化,即 4 月/5 月出现非单调下降,6 月/9 月出现上升。不同月份的不同变量推动了这些变化,凸显了影响这一天然气溶胶成分的复杂性。尽管海洋变量(海面温度、二甲基亚砜排放和海冰)和降水量的变化对 MSA 的影响还有待观察,但我们在此能够证明,MSA 很可能仅仅由于大气变量的变化而发生季节性变化。
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Pan-Arctic methanesulfonic acid aerosol: source regions, atmospheric drivers, and future projections
Natural aerosols are an important, yet understudied, part of the Arctic climate system. Natural marine biogenic aerosol components (e.g., methanesulfonic acid, MSA) are becoming increasingly important due to changing environmental conditions. In this study, we combine in situ aerosol observations with atmospheric transport modeling and meteorological reanalysis data in a data-driven framework with the aim to (1) identify the seasonal cycles and source regions of MSA, (2) elucidate the relationships between MSA and atmospheric variables, and (3) project the response of MSA based on trends extrapolated from reanalysis variables and determine which variables are contributing to these projected changes. We have identified the main source areas of MSA to be the Atlantic and Pacific sectors of the Arctic. Using gradient-boosted trees, we were able to explain 84% of the variance and find that the most important variables for MSA are indirectly related to either the gas- or aqueous-phase oxidation of dimethyl sulfide (DMS): shortwave and longwave downwelling radiation, temperature, and low cloud cover. We project MSA to undergo a seasonal shift, with non-monotonic decreases in April/May and increases in June-September, over the next 50 years. Different variables in different months are driving these changes, highlighting the complexity of influences on this natural aerosol component. Although the response of MSA due to changing oceanic variables (sea surface temperature, DMS emissions, and sea ice) and precipitation remains to be seen, here we are able to show that MSA will likely undergo a seasonal shift solely due to changes in atmospheric variables.
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来源期刊
npj Climate and Atmospheric Science
npj Climate and Atmospheric Science Earth and Planetary Sciences-Atmospheric Science
CiteScore
8.80
自引率
3.30%
发文量
87
审稿时长
21 weeks
期刊介绍: npj Climate and Atmospheric Science is an open-access journal encompassing the relevant physical, chemical, and biological aspects of atmospheric and climate science. The journal places particular emphasis on regional studies that unveil new insights into specific localities, including examinations of local atmospheric composition, such as aerosols. The range of topics covered by the journal includes climate dynamics, climate variability, weather and climate prediction, climate change, ocean dynamics, weather extremes, air pollution, atmospheric chemistry (including aerosols), the hydrological cycle, and atmosphere–ocean and atmosphere–land interactions. The journal welcomes studies employing a diverse array of methods, including numerical and statistical modeling, the development and application of in situ observational techniques, remote sensing, and the development or evaluation of new reanalyses.
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