Articles | Volume 9, issue 9
https://doi.org/10.5194/gmd-9-3393-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/gmd-9-3393-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Towards European-scale convection-resolving climate simulations with GPUs: a study with COSMO 4.19
David Leutwyler
CORRESPONDING AUTHOR
Institute for Atmospheric and Climate Science, ETH Zurich, Zurich,
Switzerland
Oliver Fuhrer
Federal Office of Meteorology and Climatology, MeteoSwiss, Zurich,
Switzerland
Xavier Lapillonne
Center for Climate Systems Modeling C2SM, ETH Zurich, Zurich, Switzerland
Federal Office of Meteorology and Climatology, MeteoSwiss, Zurich,
Switzerland
Daniel Lüthi
Institute for Atmospheric and Climate Science, ETH Zurich, Zurich,
Switzerland
Christoph Schär
Institute for Atmospheric and Climate Science, ETH Zurich, Zurich,
Switzerland
Viewed
Total article views: 5,761 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Jun 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
3,834 | 1,622 | 305 | 5,761 | 686 | 224 | 216 |
- HTML: 3,834
- PDF: 1,622
- XML: 305
- Total: 5,761
- Supplement: 686
- BibTeX: 224
- EndNote: 216
Total article views: 5,031 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Sep 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
3,452 | 1,281 | 298 | 5,031 | 509 | 213 | 210 |
- HTML: 3,452
- PDF: 1,281
- XML: 298
- Total: 5,031
- Supplement: 509
- BibTeX: 213
- EndNote: 210
Total article views: 730 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 02 Jun 2016)
HTML | XML | Total | Supplement | BibTeX | EndNote | |
---|---|---|---|---|---|---|
382 | 341 | 7 | 730 | 177 | 11 | 6 |
- HTML: 382
- PDF: 341
- XML: 7
- Total: 730
- Supplement: 177
- BibTeX: 11
- EndNote: 6
Cited
64 citations as recorded by crossref.
- Perspectives of regional paleoclimate modeling P. Ludwig et al. 10.1111/nyas.13865
- The Impact of Three-Dimensional Effects on the Simulation of Turbulence Kinetic Energy in a Major Alpine Valley B. Goger et al. 10.1007/s10546-018-0341-y
- Derecho Evolving from a Mesocyclone—A Study of 11 August 2017 Severe Weather Outbreak in Poland: Event Analysis and High-Resolution Simulation M. Taszarek et al. 10.1175/MWR-D-18-0330.1
- Simulating urban climate at sub‐kilometre scale for representing the intra‐urban variability of Zurich, Switzerland G. Mussetti et al. 10.1002/joc.6221
- Evaluation of the convection-permitting regional climate model CNRM-AROME41t1 over Northwestern Europe P. Lucas-Picher et al. 10.1007/s00382-022-06637-y
- Synoptic Analysis and Hindcast of an Intense Bow Echo in Western Europe: The 9 June 2014 Storm L. Mathias et al. 10.1175/WAF-D-16-0192.1
- Bulk and structural convergence at convection‐resolving scales in real‐case simulations of summertime moist convection over land D. Panosetti et al. 10.1002/qj.3502
- A Lagrangian framework for detecting and characterizing the descent of foehn from Alpine to local scales L. Jansing et al. 10.5194/wcd-5-463-2024
- Synoptic-scale conditions and convection-resolving hindcast experiments of a cold-season derecho on 3 January 2014 in western Europe L. Mathias et al. 10.5194/nhess-19-1023-2019
- Challenges and Advances in Convection-Permitting Climate Modeling G. Stephens 10.1175/BAMS-D-16-0263.1
- Exploring hail and lightning diagnostics over the Alpine-Adriatic region in a km-scale climate model R. Cui et al. 10.5194/wcd-4-905-2023
- Inter-model Variability in Convection-Resolving Simulations of Subtropical Marine Low Clouds C. HEIM et al. 10.2151/jmsj.2021-062
- Convection‐permitting modeling with regional climate models: Latest developments and next steps P. Lucas‐Picher et al. 10.1002/wcc.731
- Evaluation of Thunderstorm Predictors for Finland Using Reanalyses and Neural Networks P. Ukkonen et al. 10.1175/JAMC-D-16-0361.1
- Mechanical Forcing of Convection by Cold Pools: Collisions and Energy Scaling B. Meyer & J. Haerter 10.1029/2020MS002281
- Convection-permitting climate models offer more certain extreme rainfall projections G. Fosser et al. 10.1038/s41612-024-00600-w
- Empirical high-resolution wind field and gust model in mountainous and hilly terrain based on the dense WegenerNet station networks C. Schlager et al. 10.5194/amt-11-5607-2018
- Spin-up time and internal variability analysis for overlapping time slices in a regional climate model A. Lavin-Gullon et al. 10.1007/s00382-022-06560-2
- Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0 O. Fuhrer et al. 10.5194/gmd-11-1665-2018
- CC-RRTMG_SW++: Further optimizing a shortwave radiative transfer scheme on GPU F. Li et al. 10.1007/s11227-022-04566-5
- Aerosol sensitivity simulations over East Asia in a convection-permitting climate model S. Li et al. 10.1007/s00382-022-06620-7
- Assessing the uncertainty of soil moisture impacts on convective precipitation using a new ensemble approach O. Henneberg et al. 10.5194/acp-18-6413-2018
- Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using nudging L. Agasthya et al. 10.1063/5.0079625
- The Influence of the Resolution of Orography on the Simulation of Orographic Moist Convection C. Heim et al. 10.1175/MWR-D-19-0247.1
- The Atlantic Meridional Overturning Circulation in High‐Resolution Models J. Hirschi et al. 10.1029/2019JC015522
- Reanalysis in Earth System Science: Toward Terrestrial Ecosystem Reanalysis R. Baatz et al. 10.1029/2020RG000715
- Climate, weather, space weather: model development in an operational context D. Folini 10.1051/swsc/2018021
- Attribution of precipitation to cyclones and fronts over Europe in a kilometer-scale regional climate simulation S. Rüdisühli et al. 10.5194/wcd-1-675-2020
- 100 Years of Earth System Model Development D. Randall et al. 10.1175/AMSMONOGRAPHS-D-18-0018.1
- Convergence behavior of idealized convection-resolving simulations of summertime deep moist convection over land D. Panosetti et al. 10.1007/s00382-018-4229-9
- Current Challenges in Understanding and Predicting Transport and Exchange in the Atmosphere over Mountainous Terrain M. Lehner & M. Rotach 10.3390/atmos9070276
- Clouds in Convection‐Resolving Climate Simulations Over Europe L. Hentgen et al. 10.1029/2018JD030150
- Accelerating the Lagrangian Particle Tracking in Hydrologic Modeling to Continental‐Scale C. Yang et al. 10.1029/2022MS003507
- SAM++: Porting the E3SM-MMF cloud resolving model using a C++ portability library I. Lyngaas et al. 10.1177/10943420211044495
- A run control framework to streamline profiling, porting, and tuning simulation runs and provenance tracking of geoscientific applications W. Sharples et al. 10.5194/gmd-11-2875-2018
- Heterogeneous acceleration algorithms for shallow cumulus convection scheme over GPU clusters F. Li et al. 10.1016/j.future.2023.04.021
- The added value of km-scale simulations to describe temperature over complex orography: the CORDEX FPS-Convection multi-model ensemble runs over the Alps P. Soares et al. 10.1007/s00382-022-06593-7
- A low-to-no snow future and its impacts on water resources in the western United States E. Siirila-Woodburn et al. 10.1038/s43017-021-00219-y
- Evaluation and projected changes of precipitation statistics in convection-permitting WRF climate simulations over Central Europe S. Knist et al. 10.1007/s00382-018-4147-x
- Evaluation of the Large EURO‐CORDEX Regional Climate Model Ensemble R. Vautard et al. 10.1029/2019JD032344
- Simulated Tropical Precipitation Assessed across Three Major Phases of the Coupled Model Intercomparison Project (CMIP) S. Fiedler et al. 10.1175/MWR-D-19-0404.1
- Extreme Sub‐Hourly Precipitation Intensities Scale Close to the Clausius‐Clapeyron Rate Over Europe J. Vergara‐Temprado et al. 10.1029/2020GL089506
- A spatial evaluation of high-resolution wind fields from empirical and dynamical modeling in hilly and mountainous terrain C. Schlager et al. 10.5194/gmd-12-2855-2019
- The synergistic impact of ENSO and IOD on Indian summer monsoon rainfall in observations and climate simulations – an information theory perspective P. Pothapakula et al. 10.5194/esd-11-903-2020
- Large-Scale Predictors for Extreme Hourly Precipitation Events in Convection-Permitting Climate Simulations S. Chan et al. 10.1175/JCLI-D-17-0404.1
- Improving scalability of Earth system models through coarse-grained component concurrency – a case study with the ICON v2.6.5 modelling system L. Linardakis et al. 10.5194/gmd-15-9157-2022
- Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community D. Jacob et al. 10.1007/s10113-020-01606-9
- Climate Change Response of Tropical Atlantic Clouds in a Kilometer‐Resolution Model C. Heim & C. Schär 10.1029/2023JD038947
- Crossing the chasm: how to develop weather and climate models for next generation computers? B. Lawrence et al. 10.5194/gmd-11-1799-2018
- Extraction and Visual Analysis of Potential Vorticity Banners around the Alps R. Bader et al. 10.1109/TVCG.2019.2934310
- Climate Models Permit Convection at Much Coarser Resolutions Than Previously Considered J. Vergara-Temprado et al. 10.1175/JCLI-D-19-0286.1
- How well does a convection-permitting regional climate model represent the reverse orographic effect of extreme hourly precipitation? E. Dallan et al. 10.5194/hess-27-1133-2023
- The sensitivity of Alpine summer convection to surrogate climate change: an intercomparison between convection-parameterizing and convection-resolving models M. Keller et al. 10.5194/acp-18-5253-2018
- Exploring stochastic climate uncertainty in space and time using a gridded hourly weather generator N. Peleg et al. 10.1016/j.jhydrol.2019.02.010
- Application of the Pseudo‐Global Warming Approach in a Kilometer‐Resolution Climate Simulation of the Tropics C. Heim et al. 10.1029/2022JD037958
- Particle‐Based Tracking of Cold Pool Gust Fronts O. Henneberg et al. 10.1029/2019MS001910
- Projections of Future Precipitation Extremes Over Europe: A Multimodel Assessment of Climate Simulations J. Rajczak & C. Schär 10.1002/2017JD027176
- Synchronization to Big Data: Nudging the Navier-Stokes Equations for Data Assimilation of Turbulent Flows P. Clark Di Leoni et al. 10.1103/PhysRevX.10.011023
- Reduced‐precision parametrization: lessons from an intermediate‐complexity atmospheric model L. Saffin et al. 10.1002/qj.3754
- The Characteristics of Tropical and Midlatitude Mesoscale Convective Systems as Revealed by Radar Wind Profilers D. Wang et al. 10.1029/2018JD030087
- Barotropic Instability of a Cyclone Core at Kilometer‐Scale Resolution D. Leutwyler & C. Schär 10.1029/2019MS001847
- Near-surface wind variability over the broader Adriatic region: insights from an ensemble of regional climate models A. Belušić et al. 10.1007/s00382-017-3885-5
- Pan-European climate at convection-permitting scale: a model intercomparison study S. Berthou et al. 10.1007/s00382-018-4114-6
- Analysis of Alpine precipitation extremes using generalized extreme value theory in convection-resolving climate simulations N. Ban et al. 10.1007/s00382-018-4339-4
61 citations as recorded by crossref.
- Perspectives of regional paleoclimate modeling P. Ludwig et al. 10.1111/nyas.13865
- The Impact of Three-Dimensional Effects on the Simulation of Turbulence Kinetic Energy in a Major Alpine Valley B. Goger et al. 10.1007/s10546-018-0341-y
- Derecho Evolving from a Mesocyclone—A Study of 11 August 2017 Severe Weather Outbreak in Poland: Event Analysis and High-Resolution Simulation M. Taszarek et al. 10.1175/MWR-D-18-0330.1
- Simulating urban climate at sub‐kilometre scale for representing the intra‐urban variability of Zurich, Switzerland G. Mussetti et al. 10.1002/joc.6221
- Evaluation of the convection-permitting regional climate model CNRM-AROME41t1 over Northwestern Europe P. Lucas-Picher et al. 10.1007/s00382-022-06637-y
- Synoptic Analysis and Hindcast of an Intense Bow Echo in Western Europe: The 9 June 2014 Storm L. Mathias et al. 10.1175/WAF-D-16-0192.1
- Bulk and structural convergence at convection‐resolving scales in real‐case simulations of summertime moist convection over land D. Panosetti et al. 10.1002/qj.3502
- A Lagrangian framework for detecting and characterizing the descent of foehn from Alpine to local scales L. Jansing et al. 10.5194/wcd-5-463-2024
- Synoptic-scale conditions and convection-resolving hindcast experiments of a cold-season derecho on 3 January 2014 in western Europe L. Mathias et al. 10.5194/nhess-19-1023-2019
- Challenges and Advances in Convection-Permitting Climate Modeling G. Stephens 10.1175/BAMS-D-16-0263.1
- Exploring hail and lightning diagnostics over the Alpine-Adriatic region in a km-scale climate model R. Cui et al. 10.5194/wcd-4-905-2023
- Inter-model Variability in Convection-Resolving Simulations of Subtropical Marine Low Clouds C. HEIM et al. 10.2151/jmsj.2021-062
- Convection‐permitting modeling with regional climate models: Latest developments and next steps P. Lucas‐Picher et al. 10.1002/wcc.731
- Evaluation of Thunderstorm Predictors for Finland Using Reanalyses and Neural Networks P. Ukkonen et al. 10.1175/JAMC-D-16-0361.1
- Mechanical Forcing of Convection by Cold Pools: Collisions and Energy Scaling B. Meyer & J. Haerter 10.1029/2020MS002281
- Convection-permitting climate models offer more certain extreme rainfall projections G. Fosser et al. 10.1038/s41612-024-00600-w
- Empirical high-resolution wind field and gust model in mountainous and hilly terrain based on the dense WegenerNet station networks C. Schlager et al. 10.5194/amt-11-5607-2018
- Spin-up time and internal variability analysis for overlapping time slices in a regional climate model A. Lavin-Gullon et al. 10.1007/s00382-022-06560-2
- Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0 O. Fuhrer et al. 10.5194/gmd-11-1665-2018
- CC-RRTMG_SW++: Further optimizing a shortwave radiative transfer scheme on GPU F. Li et al. 10.1007/s11227-022-04566-5
- Aerosol sensitivity simulations over East Asia in a convection-permitting climate model S. Li et al. 10.1007/s00382-022-06620-7
- Assessing the uncertainty of soil moisture impacts on convective precipitation using a new ensemble approach O. Henneberg et al. 10.5194/acp-18-6413-2018
- Reconstructing Rayleigh–Bénard flows out of temperature-only measurements using nudging L. Agasthya et al. 10.1063/5.0079625
- The Influence of the Resolution of Orography on the Simulation of Orographic Moist Convection C. Heim et al. 10.1175/MWR-D-19-0247.1
- The Atlantic Meridional Overturning Circulation in High‐Resolution Models J. Hirschi et al. 10.1029/2019JC015522
- Reanalysis in Earth System Science: Toward Terrestrial Ecosystem Reanalysis R. Baatz et al. 10.1029/2020RG000715
- Climate, weather, space weather: model development in an operational context D. Folini 10.1051/swsc/2018021
- Attribution of precipitation to cyclones and fronts over Europe in a kilometer-scale regional climate simulation S. Rüdisühli et al. 10.5194/wcd-1-675-2020
- 100 Years of Earth System Model Development D. Randall et al. 10.1175/AMSMONOGRAPHS-D-18-0018.1
- Convergence behavior of idealized convection-resolving simulations of summertime deep moist convection over land D. Panosetti et al. 10.1007/s00382-018-4229-9
- Current Challenges in Understanding and Predicting Transport and Exchange in the Atmosphere over Mountainous Terrain M. Lehner & M. Rotach 10.3390/atmos9070276
- Clouds in Convection‐Resolving Climate Simulations Over Europe L. Hentgen et al. 10.1029/2018JD030150
- Accelerating the Lagrangian Particle Tracking in Hydrologic Modeling to Continental‐Scale C. Yang et al. 10.1029/2022MS003507
- SAM++: Porting the E3SM-MMF cloud resolving model using a C++ portability library I. Lyngaas et al. 10.1177/10943420211044495
- A run control framework to streamline profiling, porting, and tuning simulation runs and provenance tracking of geoscientific applications W. Sharples et al. 10.5194/gmd-11-2875-2018
- Heterogeneous acceleration algorithms for shallow cumulus convection scheme over GPU clusters F. Li et al. 10.1016/j.future.2023.04.021
- The added value of km-scale simulations to describe temperature over complex orography: the CORDEX FPS-Convection multi-model ensemble runs over the Alps P. Soares et al. 10.1007/s00382-022-06593-7
- A low-to-no snow future and its impacts on water resources in the western United States E. Siirila-Woodburn et al. 10.1038/s43017-021-00219-y
- Evaluation and projected changes of precipitation statistics in convection-permitting WRF climate simulations over Central Europe S. Knist et al. 10.1007/s00382-018-4147-x
- Evaluation of the Large EURO‐CORDEX Regional Climate Model Ensemble R. Vautard et al. 10.1029/2019JD032344
- Simulated Tropical Precipitation Assessed across Three Major Phases of the Coupled Model Intercomparison Project (CMIP) S. Fiedler et al. 10.1175/MWR-D-19-0404.1
- Extreme Sub‐Hourly Precipitation Intensities Scale Close to the Clausius‐Clapeyron Rate Over Europe J. Vergara‐Temprado et al. 10.1029/2020GL089506
- A spatial evaluation of high-resolution wind fields from empirical and dynamical modeling in hilly and mountainous terrain C. Schlager et al. 10.5194/gmd-12-2855-2019
- The synergistic impact of ENSO and IOD on Indian summer monsoon rainfall in observations and climate simulations – an information theory perspective P. Pothapakula et al. 10.5194/esd-11-903-2020
- Large-Scale Predictors for Extreme Hourly Precipitation Events in Convection-Permitting Climate Simulations S. Chan et al. 10.1175/JCLI-D-17-0404.1
- Improving scalability of Earth system models through coarse-grained component concurrency – a case study with the ICON v2.6.5 modelling system L. Linardakis et al. 10.5194/gmd-15-9157-2022
- Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community D. Jacob et al. 10.1007/s10113-020-01606-9
- Climate Change Response of Tropical Atlantic Clouds in a Kilometer‐Resolution Model C. Heim & C. Schär 10.1029/2023JD038947
- Crossing the chasm: how to develop weather and climate models for next generation computers? B. Lawrence et al. 10.5194/gmd-11-1799-2018
- Extraction and Visual Analysis of Potential Vorticity Banners around the Alps R. Bader et al. 10.1109/TVCG.2019.2934310
- Climate Models Permit Convection at Much Coarser Resolutions Than Previously Considered J. Vergara-Temprado et al. 10.1175/JCLI-D-19-0286.1
- How well does a convection-permitting regional climate model represent the reverse orographic effect of extreme hourly precipitation? E. Dallan et al. 10.5194/hess-27-1133-2023
- The sensitivity of Alpine summer convection to surrogate climate change: an intercomparison between convection-parameterizing and convection-resolving models M. Keller et al. 10.5194/acp-18-5253-2018
- Exploring stochastic climate uncertainty in space and time using a gridded hourly weather generator N. Peleg et al. 10.1016/j.jhydrol.2019.02.010
- Application of the Pseudo‐Global Warming Approach in a Kilometer‐Resolution Climate Simulation of the Tropics C. Heim et al. 10.1029/2022JD037958
- Particle‐Based Tracking of Cold Pool Gust Fronts O. Henneberg et al. 10.1029/2019MS001910
- Projections of Future Precipitation Extremes Over Europe: A Multimodel Assessment of Climate Simulations J. Rajczak & C. Schär 10.1002/2017JD027176
- Synchronization to Big Data: Nudging the Navier-Stokes Equations for Data Assimilation of Turbulent Flows P. Clark Di Leoni et al. 10.1103/PhysRevX.10.011023
- Reduced‐precision parametrization: lessons from an intermediate‐complexity atmospheric model L. Saffin et al. 10.1002/qj.3754
- The Characteristics of Tropical and Midlatitude Mesoscale Convective Systems as Revealed by Radar Wind Profilers D. Wang et al. 10.1029/2018JD030087
- Barotropic Instability of a Cyclone Core at Kilometer‐Scale Resolution D. Leutwyler & C. Schär 10.1029/2019MS001847
3 citations as recorded by crossref.
- Near-surface wind variability over the broader Adriatic region: insights from an ensemble of regional climate models A. Belušić et al. 10.1007/s00382-017-3885-5
- Pan-European climate at convection-permitting scale: a model intercomparison study S. Berthou et al. 10.1007/s00382-018-4114-6
- Analysis of Alpine precipitation extremes using generalized extreme value theory in convection-resolving climate simulations N. Ban et al. 10.1007/s00382-018-4339-4
Latest update: 20 Nov 2024
Short summary
The representation of moist convection (thunderstorms and rain showers) in climate models represents a major challenge, as this process is usually approximated due to the lack of appropriate computational resolution. Climate simulations using horizontal resolution of O(1 km) allow one to explicitly resolve deep convection and thus allow for an improved representation of the water cycle. We present a set of such simulations covering the European scale using a climate model enabled for GPUs.
The representation of moist convection (thunderstorms and rain showers) in climate models...