Publication Abstracts

Séférian et al. 2016

Séférian, R., M. Gehlen, L. Bopp, L. Resplandy, J.C. Orr, O. Marti, J.P. Dunne, J.R. Christian, S.C. Doney, T. Ilyina, K. Lindsay, P.R. Halloran, C. Heinze, J. Segschneider, J. Tjiputra, O. Aumont, and A. Romanou, 2016: Inconsistent strategies to spin up models in CMIP5: Implications for ocean biogeochemical model performance assessment. Geosci. Model Dev., 9, 1827-1851, doi:10.5194/gmd-9-1827-2016.

During the fifth phase of the Coupled Model Intercomparison Project (CMIP5) substantial efforts were made to systematically assess the skill of Earth system models. One goal was to check how realistically representative marine biogeochemical tracer distributions could be reproduced by models. In routine assessments model historical hindcasts were compared with available modern biogeochemical observations. However, these assessments considered neither how close modeled biogeochemical reservoirs were to equilibrium nor the sensitivity of model performance to initial conditions or to the spin-up protocols. Here, we explore how the large diversity in spin-up protocols used for marine biogeochemistry in CMIP5 Earth system models (ESMs) contributes to model-to-model differences in the simulated fields. We take advantage of a 500-year spin-up simulation of IPSL-CM5A-LR to quantify the influence of the spin-up protocol on model ability to reproduce relevant data fields. Amplification of biases in selected biogeochemical fields (O2, NO3, Alk-DIC) is assessed as a function of spin-up duration. We demonstrate that a relationship between spin-up duration and assessment metrics emerges from our model results and holds when confronted with a larger ensemble of CMIP5 models. This shows that drift has implications for performance assessment in addition to possibly aliasing estimates of climate change impact. Our study suggests that differences in spin-up protocols could explain a substantial part of model disparities, constituting a source of model-to-model uncertainty. This requires more attention in future model intercomparison exercises in order to provide quantitatively more correct ESM results on marine biogeochemistry and carbon cycle feedbacks.

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BibTeX Citation

  author={Séférian, R. and Gehlen, M. and Bopp, L. and Resplandy, L. and Orr, J. C. and Marti, O. and Dunne, J. P. and Christian, J. R. and Doney, S. C. and Ilyina, T. and Lindsay, K. and Halloran, P. R. and Heinze, C. and Segschneider, J. and Tjiputra, J. and Aumont, O. and Romanou, A.},
  title={Inconsistent strategies to spin up models in CMIP5: Implications for ocean biogeochemical model performance assessment},
  journal={Geosci. Model Dev.},

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RIS Citation

ID  - se03200x
AU  - Séférian, R.
AU  - Gehlen, M.
AU  - Bopp, L.
AU  - Resplandy, L.
AU  - Orr, J. C.
AU  - Marti, O.
AU  - Dunne, J. P.
AU  - Christian, J. R.
AU  - Doney, S. C.
AU  - Ilyina, T.
AU  - Lindsay, K.
AU  - Halloran, P. R.
AU  - Heinze, C.
AU  - Segschneider, J.
AU  - Tjiputra, J.
AU  - Aumont, O.
AU  - Romanou, A.
PY  - 2016
TI  - Inconsistent strategies to spin up models in CMIP5: Implications for ocean biogeochemical model performance assessment
JA  - Geosci. Model Dev.
VL  - 9
SP  - 1827
EP  - 1851
DO  - 10.5194/gmd-9-1827-2016
ER  -

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