Cao Hansen, Henze Daven K, Zhu Liye, Shephard Mark W, Cady-Pereira Karen, Dammers Enrico, Sitwell Michael, Heath Nicholas, Lonsdale Chantelle, Bash Jesse O, Miyazaki Kazuyuki, Flechard Christophe, Fauvel Yannick, Kruit Roy Wichink, Feigenspan Stefan, Brümmer Christian, Schrader Frederik, Twigg Marsailidh M, Leeson Sarah, Tang Yuk S, Stephens Amy C M, Braban Christine, Vincent Keith, Meier Mario, Seitler Eva, Geels Camilla, Ellermann Thomas, Sanocka Agnieszka, Capps Shannon L
University of Colorado Boulder CO USA.
Sun Yat-sen University Zhuhai China.
J Geophys Res Atmos. 2022 May 16;127(9):e2021JD035687. doi: 10.1029/2021JD035687. Epub 2022 May 6.
We conduct the first 4D-Var inversion of NH accounting for NH bi-directional flux, using CrIS satellite NH observations over Europe in 2016. We find posterior NH emissions peak more in springtime than prior emissions at continental to national scales, and annually they are generally smaller than the prior emissions over central Europe, but larger over most of the rest of Europe. Annual posterior anthropogenic NH emissions for 25 European Union members (EU25) are 25% higher than the prior emissions and very close (<2% difference) to other inventories. Our posterior annual anthropogenic emissions for EU25, the UK, the Netherlands, and Switzerland are generally 10%-20% smaller than when treating NH fluxes as uni-directional emissions, while the monthly regional difference can be up to 34% (Switzerland in July). Compared to monthly mean in-situ observations, our posterior NH emissions from both schemes generally improve the magnitude and seasonality of simulated surface NH and bulk NH wet deposition throughout most of Europe, whereas evaluation against hourly measurements at a background site shows the bi-directional scheme better captures observed diurnal variability of surface NH. This contrast highlights the need for accurately simulating diurnal variability of NH in assimilation of sun-synchronous observations and also the potential value of future geostationary satellite observations. Overall, our top-down ammonia emissions can help to examine the effectiveness of air pollution control policies to facilitate future air pollution management, as well as helping us understand the uncertainty in top-down NH emissions estimates associated with treatment of NH surface exchange.
我们利用2016年欧洲上空的CrIS卫星对氨(NH)的观测数据,进行了首次考虑NH双向通量的4D-Var反演。我们发现,在大陆到国家尺度上,春季的后验NH排放量峰值比先验排放量更高,并且从年度来看,它们在中欧地区通常比先验排放量小,但在欧洲其他大部分地区则更大。25个欧盟成员国(EU25)的年度后验人为NH排放量比先验排放量高25%,并且与其他清单非常接近(差异<2%)。我们对EU25、英国、荷兰和瑞士的后验年度人为排放量,通常比将NH通量视为单向排放时小10%-20%,而月度区域差异可达34%(7月的瑞士)。与月度平均实地观测相比,我们两种方案的后验NH排放量在欧洲大部分地区通常都改善了模拟的地表NH和大气NH湿沉降的量级和季节性,而在一个背景站点与每小时测量值进行评估时,双向方案能更好地捕捉到观测到的地表NH日变化。这种对比凸显了在同化太阳同步观测中准确模拟NH日变化的必要性,以及未来地球静止卫星观测的潜在价值。总体而言,我们的自上而下的氨排放量有助于检验空气污染控制政策的有效性,以促进未来的空气污染管理,同时也有助于我们了解与NH地表交换处理相关的自上而下NH排放量估计中的不确定性。