Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 7, issue 6
Articles | Volume 7, issue 6
https://doi.org/10.5194/gmd-7-2581-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-7-2581-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
Articles | Volume 7, issue 6
Development and technical paper
 | 
10 Nov 2014
Development and technical paper |  | 10 Nov 2014

Model–data fusion across ecosystems: from multisite optimizations to global simulations

S. Kuppel, P. Peylin, F. Maignan, F. Chevallier, G. Kiely, L. Montagnani, and A. Cescatti

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Short summary
A consistent calibration of an advanced land surface model was performed by grouping in situ information on land-atmosphere exchanges of carbon and water using broad ecosystem and climate classes. Signatures of improved carbon cycle simulations were found across spatial and temporal scales, along with insights into current model limitations. These results hold promising perspectives within the ongoing efforts towards building robust model-data fusion frameworks for earth system models.
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