the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Enhancement for bitwise identical reproducibility of Earth system modeling on the C-Coupler platform
Abstract. Reliable numerical simulation plays a critical role in climate change study. The reliability includes bitwise identical reproducibility, i.e. bitwise identical result of numerical simulation can be reproduced. It is important to Earth system modeling and has already been used intra modeling groups for the model development. However, it is rarely considered in a wider range even worldwide. To help achieve the worldwide bitwise identical reproducibility, we introduce the detailed implementations for the bitwise identical reproducibility on the Community Coupler (C-Coupler) platform, a uniform runtime software environment that configures, builds and runs the models in the same manner. Moreover, we share a series of experiences and suggestions regarding the bitwise identical reproducibility. We believe that these implementations, experiences and suggestions can be easily extended to other model software platforms and can prospectively advance the model development and scientific researches in the future.
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RC C590: 'Review of L. Liu et al, Enhancement for Bitwise Identical Reproducibility of Earth System Modeling on the C-Coupler Platform', Anonymous Referee #1, 30 Apr 2015
- AC C1001: 'Response to Referee #1 for gmdd-8-C590-2015', Li Liu, 07 Jun 2015
- SC C981: 'Executive Editor Comment on "Enhancement for Bitwise Identical Reproducibility of Earth System Modeling on the C-Coupler Platform"', Astrid Kerkweg, 05 Jun 2015
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RC C1779: 'Enhancement for bitwise identical reproducibility of Earth system modeling on the C-Coupler platform” by L. Liu et al.', Anonymous Referee #2, 26 Aug 2015
- AC C2446: 'Response to Referee #2 for gmdd-8-C1779-2015', Li Liu, 09 Oct 2015
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RC C590: 'Review of L. Liu et al, Enhancement for Bitwise Identical Reproducibility of Earth System Modeling on the C-Coupler Platform', Anonymous Referee #1, 30 Apr 2015
- AC C1001: 'Response to Referee #1 for gmdd-8-C590-2015', Li Liu, 07 Jun 2015
- SC C981: 'Executive Editor Comment on "Enhancement for Bitwise Identical Reproducibility of Earth System Modeling on the C-Coupler Platform"', Astrid Kerkweg, 05 Jun 2015
-
RC C1779: 'Enhancement for bitwise identical reproducibility of Earth system modeling on the C-Coupler platform” by L. Liu et al.', Anonymous Referee #2, 26 Aug 2015
- AC C2446: 'Response to Referee #2 for gmdd-8-C1779-2015', Li Liu, 09 Oct 2015
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Cited
4 citations as recorded by crossref.
- Machine dependence and reproducibility for coupled climate simulations: the HadGEM3-GC3.1 CMIP Preindustrial simulation M. Guarino et al. 10.5194/gmd-13-139-2020
- Bitwise identical compiling setup: prospective for reproducibility and reliability of Earth system modeling R. Li et al. 10.5194/gmd-9-731-2016
- Sensitivity of typhoon modeling to surface waves and rainfall B. Zhao et al. 10.1002/2016JC012262
- Dense agent-based HPC simulation of cell physics and signaling with real-time user interactions N. Merchant et al. 10.3389/fcomp.2023.1085867