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H. Elbern, A. Strunk, H. Schmidt, and O. Talagrand. Emission rate and chemical state estimation by 4-dimensional variational inversion. Atmos. Chem. Phys., 7(14):3749-3769, 2007. [ .html ]
J.F. Müller and T. Stavrakou. Inversion of CO and NOx emissions using the adjoint of the IMAGES model. Atmospheric Chemistry And Physics, 5:1157-1186, 2005. [ http ]
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A. Sandu, W. Liao, G. R. Carmichael, D. Henze, J. H. Seinfeld, T. Chai, and D. Daescu. Computational aspects of data assimilation for areosol dynamics. In P. M. A. Sloot, C. J. K. Tan, J. J. Dongarra, and A. G. Hoekstra, editors, Computational Science - ICCS 2004: 4th International Conference, Kraków, Poland, June 6-9, 2004, Proceedings, Part III, volume 3038 of Lecture Notes in Computer Science, pages 709-716, Berlin, 2004. Springer. [ DOI | http ]
D.N. Daescu and G.R. Carmichael. An adjoint sensitivity method for the adaptive location of the observations in air quality modeling. J. Atmos. Sci., 60(2):434-450, 2003. [ .pdf ]
C. Rödenbeck, S. Houweling, M. Gloor, and M. Heimann. Time-dependent atmospheric co2 inversions based on interannually varying tracer transport. Tellus Ser. B-Chem. Phys. Meteorol., 55(2):488-497, 2003. [ .html ]
C. Rödenbeck, S. Houweling, M. Gloor, and M. Heimann. Co2 flux history 1982-2001 inferred from atmospheric data using a global inversion of atmospheric transport. Atmospheric Chemistry And Physics, 3:1919-1964, 2003. [ .html | .pdf ]
T. Kaminski, W. Knorr, P. Rayner, and M. Heimann. Assimilating atmospheric data into a terrestrial biosphere model: A case study of the seasonal cycle. Global Biogeochemical Cycles, 16(4):14-1-14-16, 2002. [ http | .ps.gz | .pdf ]
M. Voßbeck, T. Kaminski, R. Giering, and M. Heimann. The Adjoint of TM2. Technical Report 1, Model and Data Group, Max-Planck-Institut für Meteorologie, Hamburg, Germany, 2002. [ .pdf ]
T. Kaminski and M. Heimann. Inverse modeling of atmospheric carbon dioxide fluxes. Science, 294(5541):259, 2001. [ http | .ps.gz ]
T. Kaminski, P. Rayner, M. Heimann, and I. Enting. On aggregation errors in atmospheric transport inversions. J. Geophys. Res., 106(D5):4703, 2001. [ .ps.gz | .pdf ]
Q. Errera and D. Fonteyn. Four-dimensional variational chemical assimilation of CRISTA stratospheric measurements. J. Geophys. Res., 106(D11):12,253-12,265, 2001. [ .pdf ]
H. Elbern and H. Schmidt. Ozone episode analysis by four-dimensional variational chemistry data assimilation. J. Geophys. Res., 106(D4):3569-3590, 2001.
R. Giering. Tangent linear and adjoint biogeochemical models. In Prasad S. Kasibhatla, editor, Inverse Methods in Global Biogeochemical Cycles, volume 114, pages 33-48. American Geophysical Union, 2000. [ .ps | .pdf ]
D. Fonteyn, Q. Errera, M. De Mazière, G. Franssens, and D. Fussen. 4D-Var assimilation of stratospheric aerosol properties using aerosol extinction satellite data. Adv. Space Res., 26:2049-2052, 2000. [ .ps.gz ]
D.N. Daescu and G.R. Carmichael. Coupled Transport-Chemistry Computations in 4D-Var Data Assimilation for Air Pollution Models. In IMA Workshop, Atmospheric Modeling, March 15-19, 2000 Minneapolis, volume IMA Volume 130. Springer Verlag, Heidelberg, 2000. [ .ps ]
D.N. Daescu, G.R. Carmichael, and A. Sandu. Adjoint Implementation of Rosenbrock Methods Applied to Variational Data Assimilation Problems. J. Comput. Phys., 165(2):496-510, 2000. [ .pdf ]
M. Heimann and T. Kaminski. Inverse modeling approaches to infer surface trace gas fluxes from observed atmospheric mixing ratios. In A. F. Bouwman, editor, Approaches to scaling of trace gas fluxes in ecosystems, chapter 14, pages 275-295. Elsevier, Amsterdam, 1999. [ http | .ps.gz | .pdf ]
T. Kaminski, M. Heimann, and R. Giering. A coarse grid three dimensional global inverse model of the atmospheric transport, 1, Adjoint model and Jacobian matrix. J. Geophys. Res., 104(D15):18,535-18,553, 1999. [ .ps.gz | .pdf ]
T. Kaminski, M. Heimann, and R. Giering. A coarse grid three dimensional global inverse model of the atmospheric transport, 2, Inversion of the transport of CO2 in the 1980s. J. Geophys. Res., 104(D15):18,555-18,581, 1999. [ .ps.gz | .pdf ]
S. Houweling, T. Kaminski, Frank Dentener, Jos Lelieveld, and M. Heimann. Inverse modelling of methane sources and sinks using the adjoint of a global transport model. J. Geophys. Res., 104(D21):26,137-26,160, 1999. [ .ps.gz | .pdf ]
M. Heimann and T. Kaminski. Aktueller Forschungsschwerpunkt: Quellen und Senken des atmosphärischen Kohlendioxids. In Jahresbericht der MPG 1998. Max-Planck-Gesellschaft, Munich, Germany, 1999. [ .ps.gz | .pdf ]
H. J. Eskes, A. J. M. Piters, P. F. Levelt, M. A. F. Allaart, and H. M. Kelder. Variational assimilation of GOME total-column ozone satellite data in a 2D latitude-longitude tracer-transport model. J. Atmos. Sci., 56(20):3560-3572, 1999. [ .html ]
G. Franssens, D. Fonteyn, M. De Mazière, and D. Fussen. A Comparison Between Interpolation and Assimilation as Cartography Methods for the SAGE II Aerosol Product. In P. Kasibhatla, M. Heimann, D. Hartley, P. J. Rayner, N. Mahowald, and R. Prinn, editors, Inverse Methods in Global Biogeochemical Cycles, Geophys. Monogr. Ser., volume 114, pages 155-169. American Geophysical Union, Washington, D. C., 1999. [ http ]
T. Kaminski, M. Heimann, and R. Giering. A matrix representation for an atmospheric transport model computed by its adjoint. In S.-E. Gryning and N. Chaumerliac, editors, Air Pollution Modelling and its Application XII, pages 247-255. Plenum Press, New York, 1998. [ .ps.gz ]
T. Kaminski. On the benefit of the adjoint technique for inversion of the atmospheric transport employing carbon dioxide as an example of a passive tracer. PhD thesis, Max-Planck-Institut für Meteorologie, Hamburg, Germany, 1998. [ .ps.gz | .pdf ]
T. Kaminski, M. Heimann, and R. Giering. A global scale inversion of the transport of CO2 based on a matrix representation of an atmospheric transport model. In R. Baum, I. Enting, R. Francey, M. Hopkins, and P. Holper, editors, Fifth International Carbon Dioxide Conference, pages 147-148. CSIRO Division of atmospheric research, Aspendale, Victoria, Australia, 1997. [ .ps.gz | .pdf ]
T. Kaminski, R. Giering, and M. Heimann. Sensitivity of the seasonal cycle of CO2 at remote monitoring stations with respect to seasonal surface exchange fluxes determined with the adjoint of an atmospheric transport model. Physics and Chemistry of the Earth, 21(5-6):457-462, 1996. [ .ps.gz | .pdf ]