Volume 14, issue 9 | Copyright

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.
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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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