Towards the construction of a standard adjoint GEOS-Chem Model

Spring Simulation Multiconference 2009 - Co-located with the 2009 SISO Spring Simulation Interoperability Workshop

Volumn , Issue , 2009, Pages

  Singh, Kumaresh ^a   Eller, Paul ^a   Sandu, Adrian ^a   Henze, Daven ^b   Bowman, Kevin ^c   Kopacz, Monika ^d   Lee, Meemong ^c  

^a State University   (United States)

^b Och Spine at New York Presbyterian Hospitals   (United States)

^c CALIFORNIA INSTITUTE OF TECHNOLOGY   (United States)

^d HARVARD UNIVERSITY   (United States)

Author keywords

Adjoints; Data assimilation; Global chemistry and transport; Inverse modeling

Indexed keywords

INVERSE PROBLEMS; SENSITIVITY ANALYSIS;

ADJOINTS; AUTOMATIC DIFFERENTIATION TOOL; DATA ASSIMILATION; GAS PHASE CHEMISTRY; GLOBAL CHEMISTRY AND TRANSPORT; INVERSE MODELING; TRACER CONCENTRATION; VARIATIONAL DATA ASSIMILATION;

PHASE INTERFACES;

EID: 84961222170     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. Byrd, R. H., Lu, P., Nocedal, J., and Zhu, C., 1995, "A limited memory algorithm for bound constrained optimization. " Scientific Computing, 16: 1190-1208.
2. Chai, T. F., Carmichael, G. R., Sandu, A., Tang, Y. H., and Daescu, D. N., 2006, "Chemical data assimilation of Transport and Chemical Evolution over the Pacific (TRACE-P) aircraft measurements" J. Geophys. Res., 111, no. D02301, doi: 10. 1029/2005JD005883.
3. Colella, P. and Woodward, P. R., 1984, "The Piecewise Parabolic Method (PPM) for Gas-Dynamical Simulations. " J. Comp. Phys., 54: 174-201.
4. Daescu, D., Sandu, A., and Carmichael, G. R., 2003, "Direct and adjoint sensitivity analysis of chemical kinetic systems with KPP: II-Validation and Numerical. " Experiments, Atmos. Environ., 37: 5097-5114.
5. Damian, V., Sandu, A., Potra, F., and Carmichael, G. R., 2002, "The Kinetic PreProcessor KPP-A software environment for solving chemical kinetics. " Comput. Chem. Eng., 26: 1567-1579.
6. Elbern, H. and Schmidt, 1999, H. "A four-dimensional variational chemistry data assimilations scheme for Eulerian chemistry transport modeling. " J. Geophys. Res., 104: 18583-18598.
7. Errico, R. M. and Vukicevic, T., 1992, "Sensitivity Analysis Using an Adjoint of the PSU-NCAR Mesoscale Model. " Mon. Wea. Rev., 120: 1644-1660.
8. Giering, R. and Kaminski, T., 1998, "Recipes for Adjoint code Construction. " ACM Trans. Math. Softw., 24: 437-474.
9. Giles, M., and N. Pierce. 2000. An introduction to the adjoint approach to design. Flow, Turbulence and Control, 65: 393-415.
10. Griewank, A. and Walther, A., 2000, "Algorithm 799: Revolve: An implementation of checkpointing for the reverse or adjoint mode of computational differentiation. " ACM Trans. Math. Softw., 26: 19-45.
11. Hakami, A., Henze, D. K., Seinfeld, J. H., Singh, K., Sandu, A., Kim, S., Byun, D., and Li, Q., 2007, "The Adjoint of CMAQ. " Environ. Sci. Technol., 41, no. 22: 7807-7817.
12. Henze, D. K., Hakami, A., and Seinfeld, J. H., 2007, "Development of the Adjoint of GEOS-Chem. " Atmos. Chem. Phys., 7: 2413-2433.
13. Jacobson, M. Z., 1998, "Technical Note: Improvement of SMVGEAR II on Vector and Scalar Machines through Absolute Error Tolerance Control. " Atmos. Environ., 32: 791-796.
14. Jacobson, M. Z., 1995, "Computation of Global Photochemistry with SMVGEAR-II. " Atmos. Environ., 29: 2541-2546.
15. Jacobson, M. Z. and Turco, R., 1994, "SMVGEAR: A Sparse-Matrix, Vectorized Gear Code For Atmospheric Models. " Atmos. Environ., 28: 273-284.
16. Muller, J. F. and Stavrakou, T.: Inversion of CO and NOx emissions using the adjoint of the IMAGES model, Atmos. Chem. Phys., 5, 1157-1186, 2005, http://www. atmos-chem-phys. net/5/1157/2005/.
17. Sandu, A., Daescu, D. N., and Carmichael, G. R., 2003, "Direct and adjoint sensitivity analysis of chemical kinetic systems with KPP: Part I-theory and software tools. " Atmos. Environ., 37: 5083-5096.
18. Sandu, A., Daescu, D., Carmichael, G. R., and Chai, T., 2005a, "Adjoint sensitivity analysis of regional air quality models. " J. Comput. Phys., 204: 222-252.
19. Sirkes, Z. and Tziperman, E., 1997, "Finite difference of adjoint or adjoint of finite difference" Mon. Wea. Rev., 125: 3373-3378.
20. Vautard, R., Beekmann, M., and Menut, L., 2000, "Applications of adjoint modeling in atmospheric chemistry: sensitivity and inverse modelling. " Environ. Modell. Softw., 15: 703-709.
21. Zhu, C., Byrd, R. H., Lu, P., and Nocedal, J., 1994, "LBFGS-B: a limited memory FORTRAN code for solving bound constrained optimization problems. " Tech. rep., Northwestern University.