China's Fossil Fuel CO2 Emissions Estimated Using Surface Observations of Coemitted NO2

被引:11
作者
Feng, Shuzhuang [1 ]
Jiang, Fei [1 ,2 ,7 ]
Wang, Hengmao [1 ,2 ]
Liu, Yifan [3 ]
He, Wei [1 ]
Wang, Haikun [4 ]
Shen, Yang [1 ]
Zhang, Lingyu [1 ]
Jia, Mengwei [1 ]
Ju, Weimin [1 ,2 ]
Chen, Jing M. [1 ,5 ,6 ]
机构
[1] Nanjing Univ, Int Inst Earth Syst Sci, Jiangsu Prov Key Lab Geog Informat Sci & Technol, Nanjing 210023, Peoples R China
[2] Jiangsu Ctr Collaborat Innovat Geog Informat Resou, Nanjing 210023, Peoples R China
[3] Nanjing Univ, Sch Environm, Nanjing 210023, Peoples R China
[4] Nanjing Univ, Sch Atmospher Sci, Nanjing 210023, Peoples R China
[5] Univ Toronto, Dept Geog, Toronto, ON M5S3G3, Canada
[6] Fujian Normal Univ, Sch Geog Sci, Fuzhou 350315, Peoples R China
[7] Nanjing Univ, Frontiers Sci Ctr Crit Earth Mat Cycling, Nanjing 210023, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
fossil fuel CO2 emissions; emission inversion; NO x emissions; China; data assimilation; CARBON-DIOXIDE EMISSIONS; AIR-QUALITY; SATELLITE MEASUREMENTS; DATA ASSIMILATION; REGIONAL CO2; COAL; INVENTORY; DATASET; VERSION; FLUXES;
D O I
10.1021/acs.est.3c07756
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Accurate estimates of fossil fuel CO2 (FFCO2) emissions are of great importance for climate prediction and mitigation regulations but remain a significant challenge for accounting methods relying on economic statistics and emission factors. In this study, we employed a regional data assimilation framework to assimilate in situ NO2 observations, allowing us to combine observation-constrained NOx emissions coemitted with FFCO2 and grid-specific CO2-to-NOx emission ratios to infer the daily FFCO2 emissions over China. The estimated national total for 2016 was 11.4 PgCO(2)<middle dot>yr(-1), with an uncertainty (1 sigma) of 1.5 PgCO(2)<middle dot>yr(-1) that accounted for errors associated with atmospheric transport, inversion framework parameters, and CO2-to-NOx emission ratios. Our findings indicated that widely used "bottom-up" emission inventories generally ignore numerous activity level statistics of FFCO2 related to energy industries and power plants in western China, whereas the inventories are significantly overestimated in developed regions and key urban areas owing to exaggerated emission factors and inexact spatial disaggregation. The optimized FFCO2 estimate exhibited more distinct seasonality with a significant increase in emissions in winter. These findings advance our understanding of the spatiotemporal regime of FFCO2 emissions in China.
引用
收藏
页码:8299 / 8312
页数:14
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