Articles | Volume 13, issue 10
https://doi.org/10.5194/gmd-13-4809-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-13-4809-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Development and technical paper
| 
08 Oct 2020
Development and technical paper |
| 08 Oct 2020
| 08 Oct 2020
Optimizing high-resolution Community Earth System Model on a heterogeneous many-core supercomputing platform
Shaoqing Zhang
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Laboratory for Ocean Dynamics and Climate, Qingdao Pilot National
Laboratory for Marine Science and Technology, Qingdao, China
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Haohuan Fu
CORRESPONDING AUTHOR
Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China
National Supercomputing Center in Wuxi, Wuxi, China
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Lixin Wu
CORRESPONDING AUTHOR
Laboratory for Ocean Dynamics and Climate, Qingdao Pilot National
Laboratory for Marine Science and Technology, Qingdao, China
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Yuxuan Li
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Hong Wang
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Laboratory for Ocean Dynamics and Climate, Qingdao Pilot National
Laboratory for Marine Science and Technology, Qingdao, China
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Yunhui Zeng
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Xiaohui Duan
National Supercomputing Center in Wuxi, Wuxi, China
School of Software, Shandong University, Jinan, China
Wubing Wan
National Supercomputing Center in Wuxi, Wuxi, China
Li Wang
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Yuan Zhuang
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Hongsong Meng
National Supercomputing Center in Wuxi, Wuxi, China
Kai Xu
National Supercomputing Center in Wuxi, Wuxi, China
School of Software, Shandong University, Jinan, China
Ping Xu
National Supercomputing Center in Wuxi, Wuxi, China
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Lin Gan
National Supercomputing Center in Wuxi, Wuxi, China
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Zhao Liu
National Supercomputing Center in Wuxi, Wuxi, China
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Sihai Wu
National Supercomputing Center in Wuxi, Wuxi, China
Yuhu Chen
Department of Supercomputing, Qingdao Pilot National Laboratory for
Marine Science and Technology, Qingdao, China
Haining Yu
National Supercomputing Center in Wuxi, Wuxi, China
Shupeng Shi
National Supercomputing Center in Wuxi, Wuxi, China
Lanning Wang
National Supercomputing Center in Wuxi, Wuxi, China
College of Global Change and Earth System Science, Beijing Normal
University, Beijing, China
Shiming Xu
Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, China
Wei Xue
National Supercomputing Center in Wuxi, Wuxi, China
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Weiguo Liu
National Supercomputing Center in Wuxi, Wuxi, China
School of Software, Shandong University, Jinan, China
Qiang Guo
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Jie Zhang
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Guanghui Zhu
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Yang Tu
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Jim Edwards
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Center for Atmospheric Research, Boulder, Colorado, USA
Allison Baker
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Center for Atmospheric Research, Boulder, Colorado, USA
Jianlin Yong
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Yangyang Yu
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Qiuying Zhang
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Department of Oceanography, Texas A&M University, College
Station, Texas, USA
Zedong Liu
Department of Supercomputing, Qingdao Pilot National Laboratory for
Marine Science and Technology, Qingdao, China
Mingkui Li
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Laboratory for Ocean Dynamics and Climate, Qingdao Pilot National
Laboratory for Marine Science and Technology, Qingdao, China
Key Laboratory of Physical Oceanography, Institute for Advanced
Ocean Study, Frontiers Science Center for Deep Ocean Multispheres and Earth
System (FDOMES), College of Oceanic and Atmospheric Sciences, Ocean
University of China, Qingdao, China
Dongning Jia
Department of Supercomputing, Qingdao Pilot National Laboratory for
Marine Science and Technology, Qingdao, China
Guangwen Yang
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Supercomputing Center in Wuxi, Wuxi, China
Department of Computer Science and Technology, Tsinghua University,
Beijing, China
Zhiqiang Wei
Department of Supercomputing, Qingdao Pilot National Laboratory for
Marine Science and Technology, Qingdao, China
Jingshan Pan
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Ping Chang
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
Department of Oceanography, Texas A&M University, College
Station, Texas, USA
Gokhan Danabasoglu
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Center for Atmospheric Research, Boulder, Colorado, USA
Stephen Yeager
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Center for Atmospheric Research, Boulder, Colorado, USA
Nan Rosenbloom
International Laboratory for High-Resolution Earth System Model and Prediction (iHESP), Qingdao, China
National Center for Atmospheric Research, Boulder, Colorado, USA
Ying Guo
Computer Science Center & National Supercomputer Center in Jinan,
Jinan, China
Viewed
Total article views: 4,424 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Feb 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,853 | 1,498 | 73 | 4,424 | 86 | 75 |
- HTML: 2,853
- PDF: 1,498
- XML: 73
- Total: 4,424
- BibTeX: 86
- EndNote: 75
Total article views: 2,854 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 08 Oct 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,005 | 803 | 46 | 2,854 | 48 | 41 |
- HTML: 2,005
- PDF: 803
- XML: 46
- Total: 2,854
- BibTeX: 48
- EndNote: 41
Total article views: 1,570 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Feb 2020)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 848 | 695 | 27 | 1,570 | 38 | 34 |
- HTML: 848
- PDF: 695
- XML: 27
- Total: 1,570
- BibTeX: 38
- EndNote: 34
Viewed (geographical distribution)
Total article views: 4,424 (including HTML, PDF, and XML)
Thereof 3,996 with geography defined
and 428 with unknown origin.
Total article views: 2,854 (including HTML, PDF, and XML)
Thereof 2,590 with geography defined
and 264 with unknown origin.
Total article views: 1,570 (including HTML, PDF, and XML)
Thereof 1,406 with geography defined
and 164 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
27 citations as recorded by crossref.
- An outsized role for the Labrador Sea in the multidecadal variability of the Atlantic overturning circulation S. Yeager et al. 10.1126/sciadv.abh3592
- The GPU version of LASG/IAP Climate System Ocean Model version 3 (LICOM3) under the heterogeneous-compute interface for portability (HIP) framework and its large-scale application P. Wang et al. 10.5194/gmd-14-2781-2021
- swNEMO_v4.0: an ocean model based on NEMO4 for the new-generation Sunway supercomputer Y. Ye et al. 10.5194/gmd-15-5739-2022
- Cloud Microphysics in Global Cloud Resolving Models T. Seiki et al. 10.1080/07055900.2022.2075310
- The June 2012 North American Derecho: A Testbed for Evaluating Regional and Global Climate Modeling Systems at Cloud‐Resolving Scales W. Liu et al. 10.1029/2022MS003358
- An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change P. Chang et al. 10.1029/2020MS002298
- The digital revolution of Earth-system science P. Bauer et al. 10.1038/s43588-021-00023-0
- GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model J. Verkaik et al. 10.5194/gmd-17-275-2024
- Redesigning and Optimizing UCSF DOCK3.7 on Sunway TaihuLight K. Xu et al. 10.1109/TPDS.2022.3194916
- Mesoscale Surface Wind‐SST Coupling in a High‐Resolution CESM Over the KE and ARC Regions Z. Tang et al. 10.1029/2021MS002822
- Understanding the Sensitivity of the North Atlantic Subpolar Overturning in Different Resolution Versions of HadGEM3‐GC3.1 T. Petit et al. 10.1029/2023JC019672
- The Common Community Physics Package (CCPP) Framework v6 D. Heinzeller et al. 10.5194/gmd-16-2235-2023
- Parallel implementation of the SHYFEM (System of HydrodYnamic Finite Element Modules) model G. Micaletto et al. 10.5194/gmd-15-6025-2022
- Characterizing uncertainties of Earth system modeling with heterogeneous many-core architecture computing Y. Yu et al. 10.5194/gmd-15-6695-2022
- More Frequent and Persistent Heatwaves Due To Increased Temperature Skewness Projected by a High‐Resolution Earth System Model Y. Gao et al. 10.1029/2023GL105840
- Toward Earth system modeling with resolved clouds and ocean submesoscales on heterogeneous many-core HPCs S. Zhang et al. 10.1093/nsr/nwad069
- Threat by marine heatwaves to adaptive large marine ecosystems in an eddy-resolving model X. Guo et al. 10.1038/s41558-021-01266-5
- Extreme atmospheric rivers in a warming climate S. Wang et al. 10.1038/s41467-023-38980-x
- Acceleration of the Parameterization of Unified Microphysics Across Scales (PUMAS) on the Graphics Processing Unit (GPU) With Directive‐Based Methods J. Sun et al. 10.1029/2022MS003515
- An efficient intelligent task management in autonomous vehicles using AIIOT and optimal kernel adaptive SVM R. Sethuraman et al. 10.1016/j.engappai.2023.106832
- An Assessment of Nonhydrostatic and Hydrostatic Dynamical Cores at Seasonal Time Scales in the Energy Exascale Earth System Model (E3SM) W. Liu et al. 10.1029/2021MS002805
- Porting the WAVEWATCH III (v6.07) wave action source terms to GPU O. Ikuyajolu et al. 10.5194/gmd-16-1445-2023
- Wind-steered Eastern Pathway of the Atlantic Meridional Overturning Circulation Z. Liu et al. 10.1038/s41561-024-01407-3
- An online ensemble coupled data assimilation capability for the Community Earth System Model: system design and evaluation J. Sun et al. 10.5194/gmd-15-4805-2022
- Convection‐Permitting Simulations With the E3SM Global Atmosphere Model P. Caldwell et al. 10.1029/2021MS002544
- The Northern Hemisphere Wintertime Storm Track Simulated in the High‐Resolution Community Earth System Model Z. Wang et al. 10.1029/2023MS003652
- An assessment of the simulation of East-Asia precipitation in the high-resolution community earth system model G. Yang et al. 10.1007/s00382-022-06606-5
24 citations as recorded by crossref.
- An outsized role for the Labrador Sea in the multidecadal variability of the Atlantic overturning circulation S. Yeager et al. 10.1126/sciadv.abh3592
- The GPU version of LASG/IAP Climate System Ocean Model version 3 (LICOM3) under the heterogeneous-compute interface for portability (HIP) framework and its large-scale application P. Wang et al. 10.5194/gmd-14-2781-2021
- swNEMO_v4.0: an ocean model based on NEMO4 for the new-generation Sunway supercomputer Y. Ye et al. 10.5194/gmd-15-5739-2022
- Cloud Microphysics in Global Cloud Resolving Models T. Seiki et al. 10.1080/07055900.2022.2075310
- The June 2012 North American Derecho: A Testbed for Evaluating Regional and Global Climate Modeling Systems at Cloud‐Resolving Scales W. Liu et al. 10.1029/2022MS003358
- An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change P. Chang et al. 10.1029/2020MS002298
- The digital revolution of Earth-system science P. Bauer et al. 10.1038/s43588-021-00023-0
- GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model J. Verkaik et al. 10.5194/gmd-17-275-2024
- Redesigning and Optimizing UCSF DOCK3.7 on Sunway TaihuLight K. Xu et al. 10.1109/TPDS.2022.3194916
- Mesoscale Surface Wind‐SST Coupling in a High‐Resolution CESM Over the KE and ARC Regions Z. Tang et al. 10.1029/2021MS002822
- Understanding the Sensitivity of the North Atlantic Subpolar Overturning in Different Resolution Versions of HadGEM3‐GC3.1 T. Petit et al. 10.1029/2023JC019672
- The Common Community Physics Package (CCPP) Framework v6 D. Heinzeller et al. 10.5194/gmd-16-2235-2023
- Parallel implementation of the SHYFEM (System of HydrodYnamic Finite Element Modules) model G. Micaletto et al. 10.5194/gmd-15-6025-2022
- Characterizing uncertainties of Earth system modeling with heterogeneous many-core architecture computing Y. Yu et al. 10.5194/gmd-15-6695-2022
- More Frequent and Persistent Heatwaves Due To Increased Temperature Skewness Projected by a High‐Resolution Earth System Model Y. Gao et al. 10.1029/2023GL105840
- Toward Earth system modeling with resolved clouds and ocean submesoscales on heterogeneous many-core HPCs S. Zhang et al. 10.1093/nsr/nwad069
- Threat by marine heatwaves to adaptive large marine ecosystems in an eddy-resolving model X. Guo et al. 10.1038/s41558-021-01266-5
- Extreme atmospheric rivers in a warming climate S. Wang et al. 10.1038/s41467-023-38980-x
- Acceleration of the Parameterization of Unified Microphysics Across Scales (PUMAS) on the Graphics Processing Unit (GPU) With Directive‐Based Methods J. Sun et al. 10.1029/2022MS003515
- An efficient intelligent task management in autonomous vehicles using AIIOT and optimal kernel adaptive SVM R. Sethuraman et al. 10.1016/j.engappai.2023.106832
- An Assessment of Nonhydrostatic and Hydrostatic Dynamical Cores at Seasonal Time Scales in the Energy Exascale Earth System Model (E3SM) W. Liu et al. 10.1029/2021MS002805
- Porting the WAVEWATCH III (v6.07) wave action source terms to GPU O. Ikuyajolu et al. 10.5194/gmd-16-1445-2023
- Wind-steered Eastern Pathway of the Atlantic Meridional Overturning Circulation Z. Liu et al. 10.1038/s41561-024-01407-3
- An online ensemble coupled data assimilation capability for the Community Earth System Model: system design and evaluation J. Sun et al. 10.5194/gmd-15-4805-2022
3 citations as recorded by crossref.
- Convection‐Permitting Simulations With the E3SM Global Atmosphere Model P. Caldwell et al. 10.1029/2021MS002544
- The Northern Hemisphere Wintertime Storm Track Simulated in the High‐Resolution Community Earth System Model Z. Wang et al. 10.1029/2023MS003652
- An assessment of the simulation of East-Asia precipitation in the high-resolution community earth system model G. Yang et al. 10.1007/s00382-022-06606-5
Latest update: 26 Apr 2024
Short summary
Science advancement and societal needs require Earth system modelling with higher resolutions that demand tremendous computing power. We successfully scale the 10 km ocean and 25 km atmosphere high-resolution Earth system model to a new leading-edge heterogeneous supercomputer using state-of-the-art optimizing methods, promising the solution of high spatial resolution and time-varying frequency. Corresponding technical breakthroughs are of significance in modelling and HPC design communities.
Science advancement and societal needs require Earth system modelling with higher resolutions...
