A new approach for monthly updates of anthropogenic sulfur dioxide emissions from space: Application to China and implications for air quality forecasts

被引:29
|
作者
Wang, Yi [1 ,2 ]
Wang, Jun [1 ,2 ]
Xu, Xiaoguang [1 ,2 ]
Henze, Daven K. [3 ]
Wang, Yuxuan [4 ,5 ]
Qu, Zhen [3 ]
机构
[1] Univ Nebraska, Dept Earth & Atmospher Sci, Lincoln, NE 68588 USA
[2] Univ Iowa, Dept Chem & Biochem Engn, Ctr Global & Reg Environm Res, Iowa City, IA 52242 USA
[3] Univ Colorado, Dept Mech Engn, Boulder, CO 80309 USA
[4] Univ Houston, Dept Earth & Atmospher Sci, Houston, TX USA
[5] Tsinghua Univ, Inst Global Change Studies, Ctr Earth Syst Sci, Minist Educ,Key Lab Earth Syst Modeling, Beijing, Peoples R China
关键词
RETRIEVAL; ALGORITHM; AEROSOL; ADJOINT; SO2;
D O I
10.1002/2016GL070204
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
SO2 emissions, the largest source of anthropogenic aerosols, can respond rapidly to economic and policy driven changes. However, bottom-up SO2 inventories have inherent limitations owing to 24-48 months latency and lack of month-to-month variation in emissions (especially in developing countries). This study develops a new approach that integrates Ozone Monitoring Instrument (OMI) SO2 satellite measurements and GEOS-Chem adjoint model simulations to constrain monthly anthropogenic SO2 emissions. The approach's effectiveness is demonstrated for 14 months in East Asia; resultant posterior emissions not only capture a 20% SO2 emission reduction in Beijing during the 2008 Olympic Games but also improve agreement between modeled and in situ surface measurements. Further analysis reveals that posterior emissions estimates, compared to the prior, lead to significant improvements in forecasting monthly surface and columnar SO2. With the pending availability of geostationary measurements of tropospheric composition, we show that it may soon be possible to rapidly constrain SO2 emissions and associated air quality predictions at fine spatiotemporal scales.
引用
收藏
页码:9931 / 9938
页数:8
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