Journal cover Journal topic
Atmospheric Chemistry and Physics An interactive open-access journal of the European Geosciences Union
Journal topic
Data assimilation in carbon/biogeochemical cycles: consistent assimilation of multiple data streams (BG/ACP/GMD inter-journal SI)(BG/ACP/GMD inter-journal SI)
Editor(s): M. Scholze, M. Heimann, V. Brovkin, C. Sierra, and C. Gerbig Special issue jointly organized between Biogeosciences, Atmospheric Chemistry and Physics, and Geoscientific Model Development

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19 Nov 2019
Fundamentals of data assimilation applied to biogeochemistry
Peter J. Rayner, Anna M. Michalak, and Frédéric Chevallier
Atmos. Chem. Phys., 19, 13911–13932,,, 2019
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02 Mar 2018
Technical Note: Atmospheric CO2 inversions on the mesoscale using data-driven prior uncertainties: methodology and system evaluation
Panagiotis Kountouris, Christoph Gerbig, Christian Rödenbeck, Ute Karstens, Thomas Frank Koch, and Martin Heimann
Atmos. Chem. Phys., 18, 3027–3045,,, 2018
02 Mar 2018
Atmospheric CO2 inversions on the mesoscale using data-driven prior uncertainties: quantification of the European terrestrial CO2 fluxes
Panagiotis Kountouris, Christoph Gerbig, Christian Rödenbeck, Ute Karstens, Thomas F. Koch, and Martin Heimann
Atmos. Chem. Phys., 18, 3047–3064,,, 2018
25 Oct 2017
Reviews and syntheses: guiding the evolution of the observing system for the carbon cycle through quantitative network design
Thomas Kaminski and Peter Julian Rayner
Biogeosciences, 14, 4755–4766,,, 2017
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19 Jul 2017
Reviews and syntheses: Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems
Marko Scholze, Michael Buchwitz, Wouter Dorigo, Luis Guanter, and Shaun Quegan
Biogeosciences, 14, 3401–3429,,, 2017
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20 Jun 2017
Diagnostic methods for atmospheric inversions of long-lived greenhouse gases
Anna M. Michalak, Nina A. Randazzo, and Frédéric Chevallier
Atmos. Chem. Phys., 17, 7405–7421,,, 2017
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17 May 2017
Consistent retrieval of land surface radiation products from EO, including traceable uncertainty estimates
Thomas Kaminski, Bernard Pinty, Michael Voßbeck, Maciej Lopatka, Nadine Gobron, and Monica Robustelli
Biogeosciences, 14, 2527–2541,,, 2017
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08 May 2017
Reviews and syntheses: Flying the satellite into your model: on the role of observation operators in constraining models of the Earth system and the carbon cycle
Thomas Kaminski and Pierre-Philippe Mathieu
Biogeosciences, 14, 2343–2357,,, 2017
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29 Mar 2017
Reviews and syntheses: parameter identification in marine planktonic ecosystem modelling
Markus Schartau, Philip Wallhead, John Hemmings, Ulrike Löptien, Iris Kriest, Shubham Krishna, Ben A. Ward, Thomas Slawig, and Andreas Oschlies
Biogeosciences, 14, 1647–1701,,, 2017
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24 Mar 2017
Constraining sector-specific CO2 and CH4 emissions in the US
Scot M. Miller and Anna M. Michalak
Atmos. Chem. Phys., 17, 3963–3985,,, 2017
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03 Feb 2017
Data Assimilation using an Ensemble of Models: A hierarchical approach
Peter Rayner
Atmos. Chem. Phys. Discuss.,,, 2017
Revised manuscript accepted for ACP (discussion: closed, 3 comments)
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04 Jan 2017
Global inverse modeling of CH4 sources and sinks: an overview of methods
Sander Houweling, Peter Bergamaschi, Frederic Chevallier, Martin Heimann, Thomas Kaminski, Maarten Krol, Anna M. Michalak, and Prabir Patra
Atmos. Chem. Phys., 17, 235–256,,, 2017
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04 Oct 2016
Consistent assimilation of multiple data streams in a carbon cycle data assimilation system
Natasha MacBean, Philippe Peylin, Frédéric Chevallier, Marko Scholze, and Gregor Schürmann
Geosci. Model Dev., 9, 3569–3588,,, 2016
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13 May 2016
A probabilistic assessment of calcium carbonate export and dissolution in the modern ocean
Gianna Battaglia, Marco Steinacher, and Fortunat Joos
Biogeosciences, 13, 2823–2848,,, 2016
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23 Feb 2016
Transient Earth system responses to cumulative carbon dioxide emissions: linearities, uncertainties, and probabilities in an observation-constrained model ensemble
M. Steinacher and F. Joos
Biogeosciences, 13, 1071–1103,,, 2016
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