Publications co-authored by FastOpt

Simon Blessing, Richard Greatbatch, Klaus Fraedrich, and Frank Lunkeit. Interpreting the atmospheric circulation trend during the last half of the 20th century: Application of an adjoint model. J. Climate., 21(18):4629-4646, September 2008.
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Simon Blessing. Adjoint Modelling for Assimilation and Diagnosis on Climate Timescales. PhD thesis, University of Hamburg, Germany, April 2008.
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W. Knorr, T. Kaminski, M. Scholze, N. Gobron, B. Pinty, and R. Giering. Remote Sensing Input for regional to global CO2 flux modelling. In Proceedings of 2nd MERIS/(A)ATSR User Workshop, Frascati, Italy. European Space Agency, 2008.
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B. Pinty, T. Lavergne, T. Kaminski, N. Gobron, and M. Taberner. Validation of the MERIS FAPAR L2 Products against Independent Estimates Derived from the MODIS and MISR Surface Albedo Operational products. In Proceedings of 2nd MERIS/(A)ATSR User Workshop, Frascati, Italy. European Space Agency, 2008.
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M. Voßbeck, R. Giering, and T. Kaminski. Development and First Applications of TAC++. In C. Bischof, H. M. Bücker, P. D. Hovland, U. Naumann, and J. Utke, editors, Advances in Automatic Differentiation, Lecture Notes in Computational Science and Engineering, pages 187-197, Berlin, 2008. Springer.
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T. Kaminski and P. J. Rayner. Assimilation and network design. In H. Dolman, A. Freibauer, and R. Valentini, editors, Observing the continental scale Greenhouse Gas Balance of Europe, Ecological Studies, chapter 3, pages 33-52. Springer-Verlag, New York, 2008.
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B. Pinty, T. Lavergne, T. Kaminski, O. Aussedat, R. Giering, N. Gobron, M. Taberner, M. M. Verstraete, M. Voßbeck, and J.-L. Widlowski. Partitioning the solar radiant fluxes in forest canopies in the presence of snow. J. Geophys. Res., 113, 2008.
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E. Koffi, P. Rayner, T. Kaminski, M. Scholze, M. Voßbeck, and R. Giering. Quantitative network design for biosphere model process parameters. Geophysical Research Abstracts, 10, 2008.
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F. Kauker, T. Kaminski, M. Karcher, R. Giering, R. Gerdes, and M. Voßbeck. Adjoint analysis of the summer 2007 low in arctic sea-ice area. Geophysical Research Abstracts, 10, 2008.
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F. Kauker, T. Kaminski, M. Karcher, R. Giering, R. Gerdes, and M. Voßbeck. Adjoint analysis of the 2007 all time arctic sea-ice minimum. submitted to Geophysical Research Letters, 2008.
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M. Scholze, T. Kaminski, P. Rayner, W. Knorr, and R. Giering. Propagating uncertainty through prognostic CCDAS simulations. J. Geophys. Res., 112:doi:10.1029/2007JD008642, 2007.
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W. Knorr, N. Gobron, M. Scholze, T. Kaminski, R. Schnur, and B. Pinty. The impact of terrestrial biosphere carbon exchanges on the anomalous CO₂ increase in 2002 - 2003. Geophysical Research Letters, 34:doi:10.1029/2006GL029019, 2007.
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T. Kaminski, S. Blessing, R. Giering, M. Scholze, and M. Voßbeck. Testing the use of adjoints for estimation of GCM parameters on climate time-scales. Meteorol. Z., 16(6):643-652, 2007.

B. Pinty, T. Lavergne, M. Voßbeck, T. Kaminski, O. Aussedat, R. Giering, N. Gobron, M. Taberner, M. M. Verstraete, and J.-L. Widlowski. Retrieving surface parameters for climate models from MODIS-MISR albedo products. J. Geophys. Res., 112, 2007.
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T. Kaminski, R. Giering, and C. Othmer. Topological design based on highly efficient adjoints generated by automatic differentiation. In G. Winter, J. Périaux, W. Haase, B Galván, B. González, D. Greiner, and I Fránquiz, editors, ERCOFTAC 2006, Design an Optimisation: Methods and Applications, pages 223-226, Spain, 2006. University of Las Palmas de Gran Canaria.
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C. Othmer, T. Kaminski, and R. Giering. Computation of topological sensitivities in fluid dynamics: Cost function versatility. In P. Wesseling, E. O nate, and J. Périaux, editors, ECCOMAS CFD 2006. TU Delft, 2006.
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T. Lavergne, T. Kaminski, B. Pinty, M. Taberner, N. Gobron, M. M. Verstraete, M. Voßbeck, J.-L. Widlowski, and R. Giering. Application to MISR Land Products of an RPV Model Inversion Package using Adjoint and Hessian Codes. Remote Sensing of the Environment, (107):362-375, 2006.
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Thomas Lavergne, Michael Voßbeck, Bernard Pinty, Thomas Kaminski, and Ralf Giering. Evaluation of the two-stream inversion package. EUR 22467 EN, European Commission - DG Joint Research Centre, Institute for Environment and Sustainability, 2006.
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R. Giering and T. Kaminski. Automatic sparsity detetection implemented as soruce-to-source transformation. In Vassil N. Alexandrov, Geert Dick van Albada, Peter M. A. Sloot, and Jack Dongarra, editors, Computational Science - ICCS 2006, volume 3394 of Lecture Notes in Computer Science, pages 591-598, Heidelberg, 2006. Springer.
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P. Rayner, M. Scholze, W. Knorr, T. Kaminski, R. Giering, and H. Widmann. Two decades of terrestrial Carbon fluxes from a Carbon Cycle Data Assimilation System (CCDAS). Global Biogeochemical Cycles, 19:doi:10.1029/2004GB002254, 2005.
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W. Knorr, N. Gobron, M. Scholze, P. Rayner, T. Kaminski, R. Giering, H. Widmann, and J. Kattge. Carbon and fAPAR assimilation within CCDAS. In P. Viterbo, editor, Proceedings of ECMWF/ELDAS Workshop on Land Surface Assimilation, 8-11 November 2004, pages 213-219. European Centre for Medium-Range Weather Forecasts, 2005.
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W. Knorr, N. Gobron, M. Scholze, T. Kaminski, and B. Pinty. Global-Scale Drought Caused Atmospheric CO₂ Increase. EOS, Transactions, 86(18):178 & 181, 2005.
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T. Kaminski. Interactive Comment on Daily CO2 flux estimate over Europe from continuous atmospheric measurements: 1, inverse methodology by P. Peylin et al. Atmos. Chem. Phys. Discuss., 5:S934-S942, 2005.
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P. Heimbach and C. Hill and R. Giering. An efficient exact adjoint of the parallel MIT general circulation model, generated via automatic differentiation. Future Generation Computer Systems, 21(8):1356-1371, 2005.
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R. Giering, T. Kaminski, and T. Slawig. Generating Efficient Derivative Code with TAF: Adjoint and Tangent Linear Euler Flow Around an Airfoil. Future Generation Computer Systems, 21(8):1345-1355, 2005.
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T. Kaminski, R. Giering, and M. Voßbeck. Efficient sensitivities for the spin-up phase. In H. M. Bücker, G. Corliss, P. Hovland, U. Naumann, and B. Norris, editors, Automatic Differentiation: Applications, Theory, and Implementations, volume 50 of Lecture Notes in Computational Science and Engineering, pages 283-291. Springer, New York, NY, 2005.
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R. Giering, T. Kaminski, R. Todling, R. Errico, R. Gelaro, and N. Winslow. Generating tangent linear and adjoint versions of NASA/GMAO's Fortran-90 global weather forecast model. In H. M. Bücker, G. Corliss, P. Hovland, U. Naumann, and B. Norris, editors, Automatic Differentiation: Applications, Theory, and Implementations, volume 50 of Lecture Notes in Computational Science and Engineering, pages 275-284. Springer, New York, NY, 2005.
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Simon Blessing, Klaus Fraedrich, Martina Junge, Torben Kunz, and Frank Lunkeit. Daily North-Atlantic Oscillation (NAO) index: Statistics and its stratospheric polar vortex dependence. Meteorol. Z., 14(6):763-769, 2005.
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S. Blessing, K. Fraedrich, and F. Lunkeit. Climate diagnostics by adjoint modelling: A feasibility study. In H. Fischer, T. Kumke, G. Lohmann, G. Flöser, H. Miller, H. von Storch, and J. F. W. Negendank, editors, The KIHZ project: Towards a synthesis of Holocene Proxy Data and Climate Models, pages 383-396, Heidelberg, 2004. Springer.
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M. Scholze, P. Rayner, W. Knorr, T. Kaminski, R. Giering, and H. Widmann. Non-linear parameter optimisation of a terrestrial biosphere model using atm. CO2 observations: CCDAS. Geophysical Research Abstracts, 6:06281, 2004.
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M. Scholze, P. Rayner, W. Knorr, T. Kaminski, R. Giering, and H. Widmann. A global carbon cycle data assimilation system (CCDAS) to infer atmosphere-biosphere CO2 exchanges. Geophysical Research Abstracts, 6:07504, 2004.
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M. Voßbeck, R. Giering, and T. Kaminski. Towards a tool for forward and reverse mode source to source transformation in C++. In M. Bücker, G. Corliss, P. Hovland, U. Naumann, and B. Norris, editors, NOT accepted for AD 2004, Lecture Notes in Computational Science and Engineering, Berlin, 2004. Springer.
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R. Giering and T. Kaminski. Applying TAF to generate efficient derivative code of Fortran 77-95 programs. PAMM, 2(1):54-57, 2003.
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T. Kaminski, R. Giering, M. Scholze, P. Rayner, and W. Knorr. A prototype of a data assimilation system based on automatic differentiation. Geophysical Research Abstracts, 5:11812, 2003.
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R. Giering, T. Kaminski, R. Todling, and S.-J. Lin. Generating the tangent linear and adjoint models of the DAO finite volume GCM's dynamical core by means of TAF. Geophysical Research Abstracts, 5:11680, 2003.
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R. Todling, R. Giering, T. Kaminski, Y. Zhu, and J Guo. Retrospective data assimilation for GEOS-4. Geophysical Research Abstracts, 5:11354, 2003.
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T. Kaminski, R. Giering, M. Scholze, P. Rayner, and W. Knorr. An example of an automatic differentiation-based modelling system. In V. Kumar, L. Gavrilova, C. J. K. Tan, and P. L'Ecuyer, editors, Computational Science - ICCSA 2003, International Conference Montreal, Canada, May 2003, Proceedings, Part II, volume 2668 of Lecture Notes in Computer Science, pages 95-104, Berlin, 2003. Springer.
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M. Scholze, P. Rayner, W. Knorr, T. Kaminski, and R. Giering. A prototype Carbon Cycle Data Assimilation System (CCDAS): Inferring interannual variations of vegetation-atmosphere CO2 fluxes. Abstract CG62A-05. Eos Trans. AGU, 83(47), December 2002.
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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.
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R. Giering and T. Kaminski. Recomputations in reverse mode AD. In George Corliss, Andreas Griewank, Christele Fauré, Laurent Hascoet, and Uwe Naumann, editors, Automatic Differentiation of Algorithms: From Simulation to Optimization, chapter 33, pages 283-291. Springer Verlag, Heidelberg, 2002.
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E. Galanti, E. Tziperman, M. Harrison, A. Rosati, R. Giering, and Z. Sirkes. The equatorial thermocline outcropping - a seasonal control on the tropical pacific ocean-atmosphere instability. J. Climate, 15(19):2721-2739, 2002.
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P. Heimbach, C. Hill, and R. Giering. Automatic generation of efficient adjoint code for a parallel Navier-Stokes solver. In P. M. A. Sloot, C. J. K. Tan, J. J. Dongarra, and A. G. Hoekstra, editors, Computational Science - ICCS 2002, Proceedings of the International Conference on Computational Science, Amsterdam, The Netherlands, April 21-24, 2002. Part II, volume 2330 of Lecture Notes in Computer Science, pages 1019-1028, Berlin, 2002. Springer.
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R. Giering and T. Kaminski. On the performance of derivative code generated by TAMC. submitted to Optimization Methods and Software, 2002.
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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.
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T. Kaminski. Interactive Comment on Trends and inter-annual variability of methane emissions derived from 1979-1993 global CTM simulations by F. Dentener et al. Atmos. Chem. Phys. Discuss., 2:S76-S79, 2002.
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D. Stammer, C. Wunsch, R. Giering, C. Eckert, P. Heimbach, J. Marotzke, A. Adcroft, C. N. Hill, and J. Marshall. The global ocean circulation during 1992-1997, estimated from ocean observations and a general circulation model. J. Geophys. Res., 107(C9):doi:10.1029/2001JC000888, 2002.
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D. Stammer, C. Wunsch, R. Giering, C. Eckert, P. Heimbach, J. Marotzke, A. Adcroft, C. N. Hill, and J. Marshall. Volume, heat and freshwater transports of the global ocean circulation 1992-1997, estimated from a general circulation model constrained by WOCE data. J. Geophys. Res., page doi:10.1029/2001JC001115, 2002.
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P. Heimbach, C. Hill, and R. Giering. Automatic Generation of Efficient Adjoint Code for the Parallel MIT General Circulation Model. In RIST/NCAR International Workshop on Next Generation Climate Models for Advanced High Performance Computing Facilities. National Center for Atmospheric Research (NCAR), Boulder, March 12th to 14th, 2002.
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T. Kaminski and M. Heimann. Inverse modeling of atmospheric carbon dioxide fluxes. Science, 294(5541):259, 2001.
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T. Kaminski, P. Rayner, M. Heimann, and I. Enting. On aggregation errors in atmospheric transport inversions. J. Geophys. Res., 106(D5):4703, 2001.
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P. Rayner, W. Knorr, M. Scholze, R. Giering, T. Kaminski, M. Heimann, and C. Le Quere. Inferring terrestrial biosphere carbon fluxes from combined inversions of atmospheric transport and process-based terrestrial ecosystem models. In Proceedings of 6th Carbon dioxide conference at Sendai, pages 1015-1017, 2001.
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M. Holschneider, C. v.Renesse, and M. Voßbeck. Die AppletFactory - eine Javaklassen-Bibliothek zur Visualisierung mathematischer Inhalte. Preprint, Institute of Mathematics, Technische Universität Berlin, 2001.
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T. Lee, B. Cheng, and R. Giering. Adjoint sensitivity of Indonesian throughflow transport to wind stress: application to interannual variability. Technical Report 11, The ECCO Consortium, 2001.
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S. Blessing. Development and applications of an adjoint GCM. Master's thesis, University of Hamburg, Germany, 2000.
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T. Lee, J.-P. Boulanger, A. Foo, L.-L. Fu, and R. Giering. Data assimilation into an intermediate coupled ocean-atmosphere model: application to the 1997-98 El Nino. J. Geophys. Res., 105(C11):26,063-26,088, 2000.

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.
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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.
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W.A.H. Asman, M.O. Andreae, R. Conrad, O.T. Denmead, L.N. Ganzeveld, W. Helder, T. Kaminski, M.A. Sofiev, and S. Trumbore. How can fluxes of trace gases be validated between different scales? In A. F. Bouwman, editor, Approaches to scaling of trace gas fluxes in ecosystems, chapter 4, pages 85-97. Elsevier, Amsterdam, 1999.
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J. Middelburg, P. Liss, F. Dentener, T. Kaminski, K. Kroeze, J.-P. Malingreau, M. Novak, N. Panikov, R. Plant, M. Starink, and R. Wanninkhof. Relations between scale, model approach and model parameters. In A. F. Bouwman, editor, Approaches to scaling of trace gas fluxes in ecosystems, chapter 11, pages 217-231. Elsevier, Amsterdam, 1999.
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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.
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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.
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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.
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P. Rayner, R. Giering, T. Kaminski, R. Ménard, R. Todling, and C. Trudinger. Exercises. 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 324-347. American Geophysical Union, Washington, D. C., 1999.
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M. Heimann and T. Kaminski. Aktueller Forschungsschwerpunkt: Quellen und Senken des atmosphärischen Kohlendioxids. In Jahresbericht der MPG 1998. Max-Planck-Gesellschaft, Munich, Germany, 1999.
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J. Marotzke, R. Giering, Q. K. Zhang, D. Stammer, C. N. Hill, and T. Lee. Construction of the adjoint MIT ocean general circulation model and application to Atlantic heat transport sensitivity. J. Geophys. Res., 104:29,529 - 29,548, 1999.
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G.J. van Oldenborgh, G. Burgers, S. Venzke, C. Eckert, and R. Giering. Tracking down the delayed ENSO oscillator with an adjoint OGCM. Mon. Wea. Rev., 127:1477-1495, 1999.
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M. Voßbeck. Zur Zwei-Cluster-Zerlegung eines drei-atomigen Moleküls. Master's thesis, Technische Universität, Berlin, Germany, 1999.
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R. Giering and T. Kaminski. Using TAMC to generate efficient adjoint code: Comparison of automatically generated code for evaluation of first and second order derivatives to hand written code from the minpack-2 collection. In C. Faure, editor, Automatic Differentiation for Adjoint Code Generation, pages 31-37. INRIA, Sophia Antipolis, France, 1998.
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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.
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R. Giering and T. Kaminski. Recipes for Adjoint Code Construction. ACM Trans. Math. Software, 24(4):437-474, 1998.
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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.
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D. Müller, R. Giering, U. Mikolajewicz, and E. Maier-Reimer. Cyclostationary circulation estimation with a global ocean assimilation system. Scientific Report 279, Max-Planck-Institut für Meteorologie, Hamburg, Germany, 1998.
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J. Ahmad, G. Beg Paklar, F. Bonjean, G. Dal Bo', T. Kaminski, F. Kauker, M. Monai, E. Pierazzo, P. Stone, and L. Zampato. The interaction between global warming and the thermohaline circulation. In M. Marani und R. Rigon, editor, Hydrometeorology and Climatology, volume 4 of Environmental Dynamics, pages 87-100. Istituto veneto die science, lettere ed arti, Venice, Italy, 1997.

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.
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K. Hasselmann, S. Hasselmann, R. Giering, V. Ocaña, and H. von Storch. Sensitivity Studdy of Optimal CO₂ Emission Paths using a Simplified structural Integrated Assesment Model (SIAM). Climatic Change, 37:345-386, 1997.
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D. Stammer, C. Wunsch, R. Giering, Q. Zhang, J. Marotzke, J. Marshall, and C. Hill. The Global Ocean Circulation estimated from TOPEX/POSEIDON Altimetry and a General Circulation Model. Technical Report 49, Center for Global Change Science, Massachusetts Institute of Technology, 1997.

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.
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G. Burgers, R. Giering, and M. Fischer. Construction of the adjoint of the HOPE OGCM. Annales Geophysicae, 390(C14), 1996.

K. Hasselmann, S. Hasselmann, R. Giering, V. Ocaña, and H. von Storch. Optimization of CO₂ emissions using coupled integral climate response and simplified cost models. A sensitivity study. Technical Report 192, Max-Planck-Institut für Meteorologie, Germany, 1996.
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R. Giering and T. Kaminski. Recipes for Adjoint Code Construction. Technical Report 212, Max-Planck-Institut für Meteorologie, 1996.
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R. Giering. AMC: Ein Werkzeug zum automatischen Differenzieren von Fortran-Programmen. In Theo Plesser and Peter Wittenburg, editors, Forschung und wissenschaftliches Rechnen, Beiträge zum Heinz-Billing-Preis 1995, volume 42, pages 11-27, Göttingen, Germany, 1996. Gesellschaft für wissenschaftliche Datenverarbeitung mbH.
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R. Giering. Erstellung eines adjungierten Modells zur Assimilierung von Daten in ein Modell der globalen ozeanischen Zirkulation. Examensarbeit, Max-Planck-Institut für Meteorologie, Hamburg, Germany, 1996.

K. Hasselmann and R. Giering. Impact of geoid on ocean circulation retrieval, 1996. ESA report.

R. Giering. Adjoint code generation. In C.H. Bischof, A. Griewank, and P.M. Khademi, editors, Workshop Report on First Theory Institut on Computational Differentiation, pages 11-12. Technical Report ANL/MCS-TM-183, 1993.
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T. Kaminski. Zur Streutheorie für kurzreichweitige Verunreinigungen in eindimensionalen Kristallen. Master's thesis, Technische Universität, Berlin, Germany, 1992.
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R. Giering. Assimilation von Satellitendaten in ein dreidimensionales numerisches Modell der atlantischen Zirkulation. Diplomarbeit, Universität Hamburg, Germany, 1989.