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JULY 2003: Inventory of NOx Emissions Constrained with Satellite Observations
The adjacent figure shows seasonal mean surface NOx emissions for 1996-97 constrained with observations from the GOME satellite instrument. We retrieve tropospheric NO2 columns from GOME to derive top-down constraints on NOx emissions, and combine these with a priori information from a bottom-up emission inventory (with error weighting) to achieve an optimized a posteriori estimate of the global distribution of NOx emissions. We use the GEOS-CHEM model to calculate the local relationship between GOME NO2 columns and NOx emissions as our top-down constraint. The derived NOx emissions for industrial regions are aseasonal, despite large seasonal variations in NO2 columns, providing confidence in the method. Our global a posteriori estimate for annual land surface NOx emissions (37.7 Tg N yr-1) agrees closely with the GEIA-based a priori (36.4) and with the EDGAR bottom-up inventory (36.6), but there are significant regional differences. A posteriori NOx emissions are higher by 50-100% in the Po Valley, Tehran, and Riyadh urban areas, and by 25-35% in Japan and South Africa. Biomass burning emissions from India, central Africa, and Brazil are lower by up to 50%; soil NOx emissions are appreciably higher in the western United States, the Sahel, and southern Europe. This work was led by Randall Martin. A full account is given in our in press manuscript Martin et al. [2003]. |