Journal cover Journal topic
Geoscientific Model Development An interactive open-access journal of the European Geosciences Union
Geosci. Model Dev., 8, 3285-3310, 2015
https://doi.org/10.5194/gmd-8-3285-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
Development and technical paper
20 Oct 2015
CH4 parameter estimation in CLM4.5bgc using surrogate global optimization
J. Müller et al.

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Short summary
We tune the CH4-related parameters of the Community Land Model (CLM) using surrogate global optimization in order to reduce the discrepancies between the CLM predictions and observed CH4 emissions. This is the first application of a surrogate optimization method to calibrate a global climate model. We found that the observation data drives the model to predict more CH4 emissions in the northern latitudes and less in the tropics.
We tune the CH4-related parameters of the Community Land Model (CLM) using surrogate global...
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