Analyzing nitrogen dioxide to nitrogen oxide scaling factors for data-driven satellite-based emission estimation methods: A case study of Matimba/Medupi power stations in South Africa

被引:6
|
作者
Hakkarainen, Janne [1 ]
Kuhlmann, Gerrit [2 ]
Koene, Erik [2 ]
Santaren, Diego [3 ]
Meier, Sandro [2 ,6 ]
Krol, Maarten C. [4 ,5 ]
van Stratum, Bart J. H. [4 ]
Ialongo, Iolanda [1 ]
Chevallier, Frederic [3 ]
Tamminen, Johanna [1 ]
Brunner, Dominik [2 ]
Broquet, Gregoire [3 ]
机构
[1] Finnish Meteorol Inst, Helsinki, Finland
[2] Swiss Fed Labs Mat Sci & Technol, Dubendorf, Switzerland
[3] Lab Sci Climat & Environm, Gif Sur Yvette, France
[4] Wageningen Univ & Res, Wageningen, Netherlands
[5] Univ Utrecht, Utrecht, Netherlands
[6] Univ Zurich, Dept Geog, Zurich, Switzerland
关键词
Nitrogen oxides; Nitrogen dioxide; Satellite data; Emission estimation; Plume inversion; Power station; MicroHH; Sentinel-5P; TROPOMI; NOX EMISSIONS; CO2; EMISSIONS; MODEL EVALUATION; TROPOMI; LIFETIMES; AIRBORNE; CATALOG; SPACE; FLUX;
D O I
10.1016/j.apr.2024.102171
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, we propose improved nitrogen dioxide (NO 2 ) to nitrogen oxide (NO X ) scaling factors for several data -driven methods that are used for the estimation of NO X power plant emissions from satellite observations of NO 2 . The scaling factors are deduced from high-resolution simulations of power plant plumes with the MicroHH large-eddy simulation model with a simplified chemistry and then applied to Sentinel-5 Precursor (S5P) TROPOspheric Monitoring Instrument (TROPOMI) NO 2 satellite observations over the Matimba/Medupi power stations in South Africa. We show that due to the non -linear chemistry the optimal NO 2 to NO X scaling factors depend on both the method employed and the specific segments of the plume from which emission estimate is derived. The scaling factors derived from the MicroHH simulations in this study are substantially (more than 50%) higher than the typical values used in the literature with actual NO 2 observations. The results highlight the challenge in appropriately accounting for the conversion from NO 2 to NO X when estimating point source emissions from satellite NO 2 observations.
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页数:11
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