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在美韩空气质量(KORUS-AQ)研究期间,利用气溶胶光学厚度同化技术研究气溶胶对气象学和空气质量的直接影响。

The impact of the direct effect of aerosols on meteorology and air quality using aerosol optical depth assimilation during the KORUS-AQ campaign.

作者信息

Jung Jia, Souri Amir H, Wong David C, Lee Sojin, Jeon Wonbae, Kim Jhoon, Choi Yunsoo

机构信息

Department of Earth and Atmospheric Sciences, University of Houston, Houston, TX, USA.

Harvard-Smithsonian Center for Astrophysics, Cambridge, MA, USA.

出版信息

J Geophys Res Atmos. 2019;124(14):8303-8319. doi: 10.1029/2019JD030641.

Abstract

To quantify the impact of the direct aerosol effect accurately, this study incorporated the Geostationary Ocean Color Imager (GOCI) aerosol optical depth (AOD) into a coupled meteorology-chemistry model. We designed three model simulations to observe the impact of AOD assimilation and aerosol feedback during the KORUS-AQ campaign (May - June 2016). By assimilating the GOCI AOD with high temporal and spatial resolutions, we improve the statistics from the comparison AOD and AERONET data (RMSE: 0.12, R: 0.77, IOA: 0.69, MAE: 0.08). The inclusion of the direct effect of aerosols produces the best model performance (RMSE: 0.10, R: 0.86, IOA: 0.72, MAE: 0.07). AOD values were increased as much as 0.15, which is associated with an average reduction in solar radiation of -31.39 W/m, a planetary boundary layer height (-104.70 m), an air temperature (-0.58 °C), and a surface wind speed (-0.07 m/s) over land. In addition, concentrations of major gaseous and particulate pollutants at the surface (SO, NO, NH, , , , PM) increase by 7.87 - 34% while OH concentration decreases by -4.58 %. Changes in meteorology and air quality appear to be more significant in high-aerosol loading areas. The integrated process rate analysis shows decelerated vertical transport, resulting in an accumulation of air pollutants near the surface and the amount of nitrate, which is higher than that of sulfate because of its response to reduced temperature. We conclude that constraining aerosol concentrations using geostationary satellite data is a prerequisite for quantifying the impact of aerosols on meteorology and air quality.

摘要

为了准确量化直接气溶胶效应的影响,本研究将静止海洋水色成像仪(GOCI)的气溶胶光学厚度(AOD)纳入气象 - 化学耦合模型。我们设计了三个模型模拟,以观测2016年5月至6月韩美空气质量(KORUS - AQ)活动期间AOD同化和气溶胶反馈的影响。通过同化具有高时间和空间分辨率的GOCI AOD,我们改进了对比AOD和AERONET数据的统计结果(均方根误差:0.12,相关系数:0.77,一致性指数:0.69,平均绝对误差:0.08)。纳入气溶胶的直接效应产生了最佳的模型性能(均方根误差:0.10,相关系数:0.86,一致性指数:0.72,平均绝对误差:0.07)。AOD值增加了0.15之多,这与陆地表面太阳辐射平均减少 -31.39 W/m²、行星边界层高度(-104.70 m)、气温(-0.58 °C)和地表风速(-0.07 m/s)有关。此外,地表主要气态和颗粒物污染物(SO₂、NO₂、NH₃、O₃、PM₂.₅、PM₁₀)的浓度增加了7.87% - 34%,而OH浓度下降了 -4.58%。气象和空气质量的变化在高气溶胶负荷区域似乎更为显著。综合过程速率分析表明垂直传输减速,导致地表附近空气污染物和气态硝酸盐积聚,由于其对温度降低的响应,硝酸盐的量高于硫酸盐。我们得出结论,使用静止卫星数据约束气溶胶浓度是量化气溶胶对气象和空气质量影响的先决条件。

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