Publications on Automatic Differentiation of Radiative Transfer Models

Michael Buchwitz, Maximilian Reuter, Oliver Schneising, Hartmut Boesch, Sandrine Guerlet, Bart Dils, Ise Aben, Raymond Armante, Peter Bergamaschi, Thomas Blumenstock, Heinrich Bovensmann, Dominik Brunner, Brigitte Buchmann, John P Burrows, Andre Butz, Alain Chedin, Frederic Chevallier, Cyril D Crevoisier, Nicholas Deutscher, Christian Frankenberg, Otto P Hasekamp, Jens Heymann, Thomas Kaminski, Alexandra Laeng, Günter Lichtenberg, Martine De Maziere, Stefan Noel, Justus Notholt, Johannes Orphal, Christoph Popp, Robert Parker, Marko Scholze, Ralf Sussmann, Gabriele P Stiller, Thorsten Warneke, Claus Zehner, Andrey Bril, David Crisp, David Griffith, Akihiko Kuze, Christopher O'Dell, Sergey Oshchepkov, Vanessa Sherlock, Hiroshi Suto, Paul Wennberg, Debra Wunch, Tatsuya Yokota, and Yukio Yoshida. The Greenhouse Gas Climate Change Initiative (GHG-CCI): comparison and quality assessment of near-surface sensitive satellite-derived CO2 and CH4 global data sets. submitted to Remote Sensing of Environment, page in press, 2013.

T. Kaminski and P.-P. Mathieu. Flying the Satellite into your Model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, page submitted, 2012. [ .pdf ]

M.M. Verstraete, L.A. Hunt, R.J. Scholes, M. Clerici, B. Pinty, and D.L. Nelson. Generating 275-m resolution land surface products from the multi-angle imaging spectroradiometer data. Geoscience and Remote Sensing, IEEE Transactions on, 50(10):3980-3990, 2012. [ DOI | http ]

P. E. Lewis, J. Gomez-Dans, T. Kaminski, J. Settle, T. Quaife, N. Gobron, J. Styles, and M. Berger. An Earth Observation Land Data Assimilation System (EO-LDAS). Remote Sensing of Environment, 120:219-235, 2012. [ http ]

The paper describes and applies the prototype of a system for variational assimilation of remote sensing products.

B. Pinty, J. L. Widlowski, M. Verstraete, I. Andredakis, O. Arino, M. Clerici, T. Kaminski, and M. Taberner. Snowy backgrounds enhance the absorption of visible light in forest canopies. Geophys. Res. Lett., 38, 2011. [ DOI | http ]

B. Pinty, M. Jung, T. Kaminski, T. Lavergne, M. Mund, S. Plummer, E. Thomas, and J.-L. Widlowski. Evaluation of the JRC-TIP 0.01 degree products over a mid-latitude deciduous forest site. Remote Sensing of Environment, 115(12):3567 - 3581, 2011. [ DOI | http ]

B. Pinty, I. Andredakis, M. Clerici, T. Kaminski, M. Taberner, M. M. Verstraete, N. Gobron, S. Plummer, and J. L. Widlowski. Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 1. Effective leaf area index, vegetation, and soil properties. J. Geophys. Res., 116:20 PP, 2011. [ DOI | http ]

B. Pinty, M. Clerici, I. Andredakis, T. Kaminski, M. Taberner, M. M. Verstraete, N. Gobron, S. Plummer, and J. L. Widlowski. Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 2. Fractions of transmitted and absorbed fluxes in the vegetation and soil layers. J. Geophys. Res., 116:15 PP, 2011. [ DOI | http ]

P. E. Lewis, J. Gomez-Dans, T. Kaminski, J. Settle, T. Quaife, N. Gobron, J. Styles, and M. Berger. Development of prototype EO land data assimilation system. page 17. University of Reading, UK, 2011. [ .pdf ]

M. Clerici, M. Voßbeck, B. Pinty, T. Kaminski, M. Taberner, T. Lavergne, and I. Andredakis. Consolidating the Two-stream Inversion Package (JRC-TIP). IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2010. [ DOI | http ]

M. Voßbeck, M. Clerici, T. Kaminski, B. Pinty, T. Lavergne, and R. Giering. An inverse radiative transfer model of the vegetation canopy based on automatic differentiation. Inverse Problems, 26(9), 2010. [ DOI | http | .pdf ]

B. Pinty, M. Clerici, I. Andredakis, M. Voßbeck, T. Lavergne, T. Kaminski, M. Taberner, and N. Gobron. Retrieving Essential Climate Variables over Land from Operational Surface Albedo Products. Extended Abstract for the 33rd International Symposium on Remote Sensing of Environment, Stresa, Italy, May 4-8, 2009. [ .pdf ]

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. [ .pdf ]

Fernando Sedano, Thomas Lavergne, Luis Maria Ibaêez, and Peng Gong. A neural network-based scheme coupled with the rpv model inversion package. Remote Sensing of Environment, 112(7):3271 - 3283, 2008. [ DOI | http ]

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. [ DOI | .pdf ]

The paper describes another application of the JRC-TIP inverse modeling package for estimation of parameters of a radiative transfer model together with their uncertainty ranges. The required adjoint and Hessian code have been generated by TAC++.

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. [ DOI | .pdf ]

The paper describes and applies an inverse modeling package for estimation of parameters of a radiative transfer model together with their uncertainty ranges. The required adjoint and Hessian code have been generated by TAC++.

K.F. Evans. SHDOMPPDA: A radiative transfer model for cloudy sky data assimilation. J. Atmos. Sci., 64(11):3854-3864, 2007.

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 Environment, (107):362-375, 2006. [ DOI | .pdf ]

The paper describes and applies an inverse modeling package for estimation of parameters of a radiative transfer model and their uncertainty ranges. The required gradient and Hessian code have been generated by TAF.

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. [ .pdf ]

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