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Volume 14, issue 9
Biogeosciences, 14, 2343–2357, 2017
https://doi.org/10.5194/bg-14-2343-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue: Data assimilation in carbon/biogeochemical cycles: consistent...

Biogeosciences, 14, 2343–2357, 2017
https://doi.org/10.5194/bg-14-2343-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.

Reviews and syntheses 08 May 2017

Reviews and syntheses | 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

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Cited articles

Arvidson, R., Billingsley, R., Chase, R., Chavez, P., Devirian, M., Estes, J., Hunolt, G., Klose, J., Ludwig, G., Mosher, F., and Rossow, W.: Report of the EOS Data Panel on the Data and Information System, Vol. IIa of NASA TM-87777, National Aeronautics and Space Administration, Washington, D.C., 1986.
Backus, G. and Gilbert, F.: The Resolving Power of Gross Earth Data, Geophys. J. Int., 16, 169–205, https://doi.org/10.1111/j.1365-246X.1968.tb00216.x, 1968.
Bannister, R. N.: A review of forecast error covariance statistics in atmospheric variational data assimilation. I: Characteristics and measurements of forecast error covariances, Q. J. Roy. Meteor. Soc., 134, 1951–1970, https://doi.org/10.1002/qj.339, 2008a.
Bannister, R. N.: A review of forecast error covariance statistics in atmospheric variational data assimilation. II: Modelling the forecast error covariance statistics, Q. J. Roy. Meteor. Soc., 134, 1971–1996, https://doi.org/10.1002/qj.340, 2008b.
Barrett, D. J. and Renzullo, L. J.: On the Efficacy of Combining Thermal and Microwave Satellite Data as Observational Constraints for Root-Zone Soil Moisture Estimation, J. Hydrometeorol., 10, 1109–1127, https://doi.org/10.1175/2009JHM1043.1, 2009.
Publications Copernicus
Short summary
This paper provides the formalism and examples of how observation operators can be used, in combination with data assimilation or retrieval techniques, to better ingest satellite products in a manner consistent with the dynamics of the Earth system expressed by models.
This paper provides the formalism and examples of how observation operators can be used, in...
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