Analysis of chemical and transport processes of biogenic aerosols over the northern Apennines: insights from the WRF-CHIMERE model†

IF 2.8 Q3 ENVIRONMENTAL SCIENCES
Bruno Vitali, Manuel Bettineschi, Arineh Cholakian, Dino Zardi, Federico Bianchi, Victoria A. Sinclair, Johannes Mikkola, Paolo Cristofanelli, Angela Marinoni, Martina Mazzini, Liine Heikkinen, Minna Aurela, Marco Paglione, Bertrand Bessagnet, Paolo Tuccella and Giancarlo Ciarelli
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Abstract

Sources and transport processes of aerosols over the Italian northern Apennines are investigated with a focus on the area of the WMO/GAW global station of Mt. Cimone (CMN, 2165 m a.s.l.). The site is characterized by complex orography, representing a challenge for chemical transport model (CTM) applications when simulating processes controlling advection and diffusion of air pollutants within and above the planetary boundary layer (PBL). First, we extensively evaluated the skills of the WRF-CHIMERE (v2020r3) coupled CTM in reproducing both the meteorological conditions observed at the surface level of multiple weather stations and the sub-micrometre aerosol mass concentrations from intensive in situ measurements performed at CMN during July 2017. The analysis of the meteorological fields revealed that the local thermally-driven flows occurring over the adjacent coastal and mountainous regions are very well reproduced by the model. The accuracy is less at higher altitudes in proximity of CMN and on the slopes facing the Po valley, where also fewer observational meteorological data were available. The discrepancies between the model output and observations, especially in the near-surface wind dynamics, are mainly associated with the smoothed topography of the terrain as represented in the model: at the resolution of 1 km small-scale orographic features and related meteorological phenomena cannot be adequately reproduced. Our results indicate that the modeled particle mass concentrations and its chemical composition are in good agreement with observational data, with organic aerosol contributing to about 60% of the total sub-micrometer aerosol load during the investigated time period and sulphate being the most important inorganic component. Additionally, a model-based source apportionment analysis revealed that organic aerosol, and specifically secondary organic aerosol (SOA), were mostly of biogenic origin (contributing up to 66% of the secondary organic aerosol fraction). We further analyze the transport of organic aerosol particles associated with the typical wind pattern developing at the interface between plains, valleys and ridges of the northern Apennines mountains. Despite uncertainties in source areas and formation mechanisms, the model results indicated that the upslope valley winds might sustain the funneling of biogenic aerosol particles to higher elevations up to the Apennines ridge, eventually to above the diagnosed PBL height. For biogenic organic aerosol this process is more effective on the south-western slope of the Apennines range. This may result from either more favourable meteorological conditions or larger availability of aerosol particles over the lowlands. This work represents the first high-resolution (1 km) CTM study investigating the region of Mt. Cimone and is intended to provide original insights on the vertical transport of aerosols particles into the free troposphere in regions characterized by a complex orography, such as the Alpine range, the European Alps, and the Apennines.

Abstract Image

亚平宁半岛北部上空生物气溶胶的化学和迁移过程分析:WRF-CHIMERE 模型的启示†。
研究了意大利亚平宁半岛北部上空气溶胶的来源和传输过程,重点是 WMO/GAW 全球站西莫内山(CMN,海拔 2165 米)地区。该站点地形复杂,在模拟行星边界层(PBL)内部和上方空气污染物的平流和扩散过程时,对化学传输模型(CTM)的应用提出了挑战。首先,我们广泛评估了WRF-CHIMERE(v2020r3)耦合CTM在再现多个气象站地表观测到的气象条件和2017年7月在CMN进行的密集原位测量得到的亚微米气溶胶质量浓度方面的技能。对气象场的分析表明,模型很好地再现了邻近沿海和山区出现的局地热驱动气流。在 CMN 附近的较高海拔地区和面向波河谷地的斜坡上,模型的准确性较低,因为那里的观测气象数据也较少。模型输出结果与观测结果之间的差异,尤其是近地面风动力学方面的差异,主要与模型所代表的平滑地形有关:在 1 千米的分辨率下,小尺度地形特征和相关气象现象无法充分再现。我们的研究结果表明,模拟的粒子质量浓度及其化学成分与观测数据十分吻合,在调查时段内,有机气溶胶约占亚微米气溶胶总负荷的 60%,而硫酸盐是最重要的无机成分。此外,基于模型的来源分配分析表明,有机气溶胶,特别是二次有机气溶胶(SOA),主要来源于生物(占二次有机气溶胶部分的 66%)。我们进一步分析了与亚平宁山脉北部平原、山谷和山脊交界处形成的典型风型有关的有机气溶胶粒子的传输。尽管在来源地区和形成机制方面存在不确定性,但模型结果表明,上坡山谷风可能会维持生物气溶胶颗粒向更高海拔的亚平宁山脊漏斗状迁移,最终到达诊断的 PBL 高度以上。就生物有机气溶胶而言,亚平宁山脉西南坡的这一过程更为有效。这可能是由于更有利的气象条件或低地上空有更多的气溶胶颗粒。这项研究是对西蒙尼山地区进行的首次高分辨率(1 千米)CTM 研究,旨在为阿尔卑斯山脉、欧洲阿尔卑斯山脉和亚平宁山脉等地形复杂的地区气溶胶颗粒进入自由对流层的垂直传输提供独到的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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