Submitted as: development and technical paper |
| 17 Jul 2014
Status: this preprint was under review for the journal GMD but the revision was not accepted.
Enhancing reproducibility of numerical simulation result on the C-Coupler platform
L. Liu,R. Li,C. Zhang,G. Yang,and B. Wang
Abstract. Reliable numerical simulation plays a critical role in climate change study. The reliability includes the technical reproducibility, i.e. bit-identical results of numerical simulation can be reproduced. It is very important for model development and scientific researches but has not been satisfactorily addressed yet so far. To address the technical reproducibility, necessary information about it is firstly analyzed, and how to enhance it on the Community Coupler (C-Coupler) platform, a uniform runtime environment that can operate various kinds of model simulations in the same manner, is then detailed. Moreover, we share a series of experiences and suggestions with scientists and model groups for achieving the technical reproducibility. We believe that, the proposed implementations, experiences and suggestions can be easily extended to other model platforms, and can prospectively advance model development and scientific researches in future.
Received: 24 Jun 2014 – Discussion started: 17 Jul 2014
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Ministry of Education Key Laboratory for Earth System Modelling, Center for Earth System Science (CESS), Tsinghua University, Beijing, China
R. Li
Department of Computer Science and Technology, Tsinghua University, Beijing, China
C. Zhang
Department of Computer Science and Technology, Tsinghua University, Beijing, China
G. Yang
Ministry of Education Key Laboratory for Earth System Modelling, Center for Earth System Science (CESS), Tsinghua University, Beijing, China
Department of Computer Science and Technology, Tsinghua University, Beijing, China
B. Wang
Ministry of Education Key Laboratory for Earth System Modelling, Center for Earth System Science (CESS), Tsinghua University, Beijing, China
State Key Laboratory of Numerical Modelling for Atmospheric Sciences and Geophysical Fluid Dynamics (LASG), Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China