Adjoint inverse modeling of CO emissions over Eastern Asia using four-dimensional variational data assimilation

Atmospheric Environment

Volumn 40, Issue 35, 2006, Pages 6836-6845

  Yumimoto, Keiya ^a   Uno, Itsushi ^b  

^a KYUSHU UNIVERSITY   (Japan)

^b KYUSHU UNIVERSITY   (Japan)

Author keywords

Adjoint model; Asian emissions; Carbon monoxide; Data assimilation

Indexed keywords

ASIA; CARBON MONOXIDE; DATA REDUCTION; ELECTRON TRANSPORT PROPERTIES; MATHEMATICAL MODELS; MOLECULAR VIBRATIONS;

ADJOINT MODELS; ASIAN EMISSIONS; BIOFUEL COMBUSTION; CHEMICAL TRANSPORT MODEL (CTM); DATA ASSIMILATION SYSTEMS; VARIATIONAL DATA;

INDUSTRIAL EMISSIONS;

BIOFUEL; CARBON MONOXIDE;

ADJOINT METHOD; ANTHROPOGENIC EFFECT; ATMOSPHERIC MODELING; ATMOSPHERIC POLLUTION; CARBON MONOXIDE; DATA ASSIMILATION; MODEL VALIDATION; POLLUTION MONITORING;

ARTICLE; ASIA; CONCENTRATION (PARAMETERS); FEASIBILITY STUDY; FOSSIL; PRIORITY JOURNAL; SENSITIVITY ANALYSIS; VALIDATION PROCESS;

ASIA; BEIJING [CHINA]; CHINA; EURASIA; FAR EAST; HOKKAIDO; JAPAN; RISHIRI ISLAND; RUSSIAN FEDERATION; SHANGHAI;

EID: 33749185914     PISSN: 13522310     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atmosenv.2006.05.042     Document Type: Article

References (28)

1. Allen D., Pickering K., and Fox-Rabinovitz M. Evaluation of pollutant outflow and CO sources during TRACE-P using model-calculated, aircraft-based, and measurements of pollution in the troposphere (MOPITT)-derived CO concentrations. Journal of Geophysical Research 109 D15S03 (2004)
2. Arellano A.F., Kasibhatla P.S., Giglio L., van der Werf G.R., and Anderson J.T. Top-down estimates of global CO sources using MOPITT measurements. Geophysical Research Letters 31 (2004) L01104
3. Awaji T., Masuda S., Ichikawa Y., Sugiura N., Toyoda T., and Nakajima T. State estimation of the North Pacific Ocean by a four-dimensional variational data assimilation experiment. Journal of Oceanography 59 (2003) 931-943
4. Bates T.S., Quinn P.K., Coffman D.J., Covert D.S., Miller T.L., Johnson J.E., Carmichael G.R., Uno I., Guazzotti S.A., Sodeman D.A., Prather K.A., Rivera M., Russell L.M., and Merrill J.T. Marine boundary layer dust and pollutant transport associated with the passage of a frontal system over eastern Asia. Journal of Geophysical Research 109 D19S19 (2004)
5. Carmichael G.R., Tang Y., Kurata G., Uno I., Streets D.G., Thongboonchoo N., Woo J.-H., Guttikunda S., White A., Wang T., Blake D.R., Atlas E., Fried A., Potter B., Avery M.A., Sachse G.W., Sandholm S.T., Kondo Y., Talbot R.W., Bandy A., Thorton D., and Clarke A.D. Evaluating regional emission estimates using the TRACE-P observations. Journal of Geophysical Research 108 D21 (2003) 8810
6. Carmichael G.R., Tang Y., Kurata G., Uno I., Streets D.G., Woo J.-H., Huang H., Yienger J., Lefer B., Shetter R., Blake D., Atlas E., Fried A., Apel E., Eisele F., Cantrell C., Avery M., Barrick J., Sachse G., Brune W., Sandholm S., Kondo Y., Singh H., Talbot R., Bandy A., Thorton D., Clarke A., and Heikes B. Regional-scale chemical transport modeling in support of the analysis of observations obtained during the TRACE-P experiment. Journal of Geophysical Research 108 D21 (2003) 8823
7. Deeter M.N., Emmons L.K., Francis G.L., Edwards D.P., Gille J.C., Warner J.X., Khattatov B., Ziskin D., Lamarque J.-F., Ho S.-P., Yudin V., Attié J.-L., Packman D., Chen J., Mao D., and Drummond J.R. Operational carbon monoxide retrieval algorithm and selected results for the MOPITT instrument. Journal of Geophysical Research 108 D14 (2003) 4399
8. Elbern H., and Schmidt H. A four-dimensional variational chemistry data assimilation scheme for Eulerian chemistry transport modeling. Journal of Geophysical Research 104 (1999) 18583-18598
9. Elbern H., and Schmidt H. Ozone episode analysis by four-dimensional variational chemistry data assimilation. Journal of Geophysical Research 106 (2001) 3569-3590
10. Elbern H., Schmidt H., Talagrand O., and Ebel A. 4D-variational data assimilation with an adjoint air quality model for emission analysis. Environmental Modelling Software 15 (2000) 539-548
11. 2 from advanced infrared satellite radiances within an operational four-dimensional variational (4D-Var) data assimilation system: results and validation. Journal of Geophysical Research 110 (2005) D18305
12. 2 from advanced infrared satellite radiances within an operational 4D-Var data assimilation system: methodology and first results. Journal of Geophysical Research 109 (2004) D19309
13. Hakami A., Henze D.K., Seinfeld J.H., Chai T., Tang Y., Carmichael G.R., and Sandu A. Adjoint inverse modeling of black carbon during the Asian Pacific regional aerosol characterization experiment. Journal of Geophysical Research 110 (2005) D14301
14. Heald C.L., Jacob D.J., Jones D.B.A., Palmer P.I., Logan J.A., Streets D.G., Sachse G.W., Gille J.C., Hoffman R.N., and Nehrkorn T. Comparative inverse analysis of satellite (MOPITT) and aircraft (TRACE-P) observations to estimate Asian sources of carbon monoxide. Journal of Geophysical Research 109 (2004) D23306
15. Huebert B.J., Bates T., Russell P.B., Shi G., Kim Y.J., Kawamura K., Carmichael G., and Nakajima T. An overview of ACE-Asia: strategies for quantifying the relationships between Asian aerosols and their climatic impacts. Journal of Geophysical Research 208 D23 (2003) 8633
16. Jacob D.J., Crawford J.H., Kleb M.M., Connors V.E., Bendura R.J., Raper J.L., Sachse G.W., Gille J.C., and Emmons L. Transport and chemical evolution over the Pacific (TRACE-P) aircraft mission: design, execution, and first results. Journal of Geophysical Research 108 D20 (2003) 9000
17. Kiley C.M., Fuelberg H.E., Palmer P.I., Allen D.J., Carmichael G.R., Jacob D.J., Mari C., Pierce R.B., Pickering K.E., Tang Y., Wild O., Fairlie T.D., Logan J.A., Sachse G.W., Shaack T.K., and Streets D.G. An intercomparison and evaluation of aircraft-derived and simulated CO from seven chemical transport models during the TRACE-P experiment. Journal of Geophysical Research 108 D21 (2003) 8819
18. Menut L. Adjoint modeling for atmospheric pollution process sensitivity at regional scale. Journal of Geophysical Research 108 D17 (2003) 8562
19. Menut L., Vautard R., Beekmann M., and Honore C. Sensitivity of photochemical pollution using the adjoint of a simplified chemistry-transport model. Journal of Geophysical Research 105 (2000) 15379-15402
20. x emissions using the adjoint of the IMAGES model. Atmospheric Chemistry and Physics 2 (2005) 67-78
21. Palmer P.I., Jacob D.J., Jones D.B.A., Heald C.L., Yantosca R.M., Logan J.A., Sachse G.W., and Streets D.G. Inverting for emissions of carbon monoxide from Asia using aircraft observations over the western Pacific. Journal of Geophysical Research 108 D21 (2003) 8828
22. Pétron G., Granier C., Khattotov B., Yudin V., Lamarque J.-F., Emmons L., Gille G., and Edwards D.P. Monthly CO surface sources inventory based on the 2000-2001 MOPITT satellite data. Geophysical Research Letter 31 (2004) L21107
23. Pielke R.A., Cotton W.R., Walko R.L., Tremback C.J., Lyons W.A., Grasso L.D., Nicholls M.E., Moran M.D., Wesley D.A., Lee T.J., and Copeland J.H. A comprehensive meteorological modeling system: RAMS. Meteorology and Atmospheric Physics 49 (1992) 69-91
24. Streets D.G., Bond T.C., Carmichael G.R., Fernandes S.D., Fu Q., He D., Klimont Z., Nelson S.M., Tsai N.Y., Wand M.Q., Woo J.-H., and Yarber K.F. An inventory of gaseous and primary aerosol emissions in Asia in the year 2000. Journal of Geophysical Research 108 D21 (2003) 8809
25. Streets D.G., Zhang Q., Wang L., He K., Hao J., Wu Y., Tang Y., and Carmichael G.R. Revisiting China's CO emissions after the Transport and Chemical Evolution over the Pacific (TRACE-P) mission: Synthesis of inventories, atmospheric modeling, and observations. Journal of Geophysical Research 111 D14306 (2006)
26. Talagrand O., and Courtier P. Variational assimilation of meteorological observations with the adjoint of the vorticity equations: Part I. Theory. Quarterly Journal of the Royal Meteorological Society 113 (1987) 1311-1328
27. Uno I., Carmichael G.R., Streets D.G., Tang Y., Yienger J.J., Satake S., Wang Z., Woo J.-H., Guttikunda S., Uematsu M., Matsumoto K., Tanimoto H., Yoshioka K., and Iida T. Regional chemical weather forecasting system CFORS: model descriptions and analysis of surface observations at Japanese island stations during the ACE-Asia experiment. Journal of Geophysical Research 108 D23 (2003) 8668
28. x: constraints from aircraft and Chinese station data. Journal of Geophysical Research 109 D24304 (2004)