Articles | Volume 16, issue 22
https://doi.org/10.5194/gmd-16-6553-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/gmd-16-6553-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Model evaluation paper
| 
15 Nov 2023
Model evaluation paper |
| 15 Nov 2023
| 15 Nov 2023
Improvements in the Canadian Earth System Model (CanESM) through systematic model analysis: CanESM5.0 and CanESM5.1
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
James Anstey
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Vivek Arora
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Ruth Digby
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia, Canada
Nathan Gillett
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Viatcheslav Kharin
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
William Merryfield
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Catherine Reader
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
John Scinocca
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Neil Swart
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
John Virgin
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Department of Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, Canada
Carsten Abraham
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Jason Cole
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Nicolas Lambert
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Woo-Sung Lee
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Yongxiao Liang
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
School of Earth and Ocean Sciences, University of Victoria, Victoria, British Columbia, Canada
Elizaveta Malinina
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Landon Rieger
Institute of Space and Atmospheric Studies, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
Knut von Salzen
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Christian Seiler
School of Environmental Studies, Queen's University, Kingston, Ontario, Canada
Clint Seinen
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Andrew Shao
Hewlett Packard Enterprise Canada, At-Scale Engineering, Victoria, British Columbia, Canada
Reinel Sospedra-Alfonso
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
Libo Wang
Climate Processes Section, Climate Research Division, Environment and Climate Change Canada, Toronto, Ontario, Canada
Duo Yang
Canadian Centre for Climate Modelling and Analysis, Climate Research Division, Environment and Climate Change Canada, Victoria, British Columbia, Canada
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Cited
31 citations as recorded by crossref.
- Climate models show colorado drying sooner and with greater certainty east of the continental divide A. Rugg et al.
- A new lightning scheme in the Canadian Atmospheric Model (CanAM5.1): implementation, evaluation, and projections of lightning and fire in future climates C. Whaley et al.
- The role of the basic state in the climate response to future Arctic sea ice loss M. Sigmond & L. Sun
- Impact of topography and meteorological forcing on snow simulation in the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) L. Wang et al.
- CanCPLD: Convective Parameters and Lightning Data to Support Future Thunderstorm Projections in North America A. Cannon et al.
- CanESM5-derived ocean wave projections — Considerations for coarse resolution climate models M. Casas-Prat et al.
- Jet stream response to future Arctic sea ice loss not underestimated by climate models M. Sigmond & L. Sun
- Runtime bias corrected driving data for regional climate models: regional-scale impacts M. Labonté et al.
- Climatology, long-term variability and trend of resolved gravity wave drag in the stratosphere revealed by ERA5 Z. Procházková et al.
- Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific K. von Salzen et al.
- The weak land carbon sink hypothesis J. Randerson et al.
- Projected temperature and precipitation changes under future climate scenarios in the Siak watershed, Indonesia . Mashuri et al.
- Pacific and Atlantic teleconnections reduce uncertainty in multidecadal projections of the South American Summer Monsoon Z. Lyu et al.
- A novel Bi-weight Mid Correlation Coefficient Divergence (BMCCD) approach for multi-model ensemble-based drought assessment M. Yousaf et al.
- The relative importance of wind and hydroclimate drivers in modulating the interannual variability of dust emissions in Earth system models X. Li et al.
- Northern Hemisphere stratospheric polar vortex morphology under localized gravity wave forcing: a shape-based classification S. Mehrdad et al.
- Unusually low dust activity in North Africa in June 2023: Causes, impacts and future projections D. Francis et al.
- How well do Earth system models reproduce the observed aerosol response to rapid emission reductions? A COVID-19 case study R. Digby et al.
- Assessing CMIP6 uncertainties at global warming levels G. Evin et al.
- Large direct and indirect impacts of ozone-depleting substances on past Southern Hemisphere atmosphere-ocean trends M. Sigmond & L. Polvani
- Modelling the influence of future climate and land-use change on fluvial flood inundation in data-scarce regions using CMIP6 ensembles, FABDEM and a validated 2D hydrodynamic model S. Mugume et al.
- Assessing the hydrological response of the Vamanapuram river basin to climate change and land use alterations using SWAT model: A case of tropical mountainous Western Ghats River, Southern India N. Kumar et al.
- Do Meteorological, Agricultural, and Hydrological Indicators All Point to an Increased Frequency and Intensity of Droughts Across Canada Under a Changing Climate? B. Bonsal et al.
- Human-induced changes in extreme cold surges across the Northern Hemisphere Y. Nie et al.
- Large-ensemble assessment of the Arctic stratospheric polar vortex morphology and disruptions A. Kuchar et al.
- Runtime bias correction of regional climate model driving data and its continental-scale impacts J. Scinocca et al.
- Future precipitation projections and model evaluation in the Hengduan Mountains based on CMIP6 Z. Hu et al.
- Optimizing category-based statistical metrics for selecting global climate models in rainfall projections for Peninsular Malaysia Z. Sa’adi et al.
- Anthropogenic forcings induce diverse climate changes in different regions of Asia H. Sun & X. Liu
- Global-scale gravity wave analysis methodology for the ESA Earth Explorer 11 candidate CAIRT S. Rhode et al.
- The impact of uncertainty in black carbon's refractive index on simulated optical depth and radiative forcing R. Digby et al.
31 citations as recorded by crossref.
- Climate models show colorado drying sooner and with greater certainty east of the continental divide A. Rugg et al.
- A new lightning scheme in the Canadian Atmospheric Model (CanAM5.1): implementation, evaluation, and projections of lightning and fire in future climates C. Whaley et al.
- The role of the basic state in the climate response to future Arctic sea ice loss M. Sigmond & L. Sun
- Impact of topography and meteorological forcing on snow simulation in the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) L. Wang et al.
- CanCPLD: Convective Parameters and Lightning Data to Support Future Thunderstorm Projections in North America A. Cannon et al.
- CanESM5-derived ocean wave projections — Considerations for coarse resolution climate models M. Casas-Prat et al.
- Jet stream response to future Arctic sea ice loss not underestimated by climate models M. Sigmond & L. Sun
- Runtime bias corrected driving data for regional climate models: regional-scale impacts M. Labonté et al.
- Climatology, long-term variability and trend of resolved gravity wave drag in the stratosphere revealed by ERA5 Z. Procházková et al.
- Reduced aerosol pollution diminished cloud reflectivity over the North Atlantic and Northeast Pacific K. von Salzen et al.
- The weak land carbon sink hypothesis J. Randerson et al.
- Projected temperature and precipitation changes under future climate scenarios in the Siak watershed, Indonesia . Mashuri et al.
- Pacific and Atlantic teleconnections reduce uncertainty in multidecadal projections of the South American Summer Monsoon Z. Lyu et al.
- A novel Bi-weight Mid Correlation Coefficient Divergence (BMCCD) approach for multi-model ensemble-based drought assessment M. Yousaf et al.
- The relative importance of wind and hydroclimate drivers in modulating the interannual variability of dust emissions in Earth system models X. Li et al.
- Northern Hemisphere stratospheric polar vortex morphology under localized gravity wave forcing: a shape-based classification S. Mehrdad et al.
- Unusually low dust activity in North Africa in June 2023: Causes, impacts and future projections D. Francis et al.
- How well do Earth system models reproduce the observed aerosol response to rapid emission reductions? A COVID-19 case study R. Digby et al.
- Assessing CMIP6 uncertainties at global warming levels G. Evin et al.
- Large direct and indirect impacts of ozone-depleting substances on past Southern Hemisphere atmosphere-ocean trends M. Sigmond & L. Polvani
- Modelling the influence of future climate and land-use change on fluvial flood inundation in data-scarce regions using CMIP6 ensembles, FABDEM and a validated 2D hydrodynamic model S. Mugume et al.
- Assessing the hydrological response of the Vamanapuram river basin to climate change and land use alterations using SWAT model: A case of tropical mountainous Western Ghats River, Southern India N. Kumar et al.
- Do Meteorological, Agricultural, and Hydrological Indicators All Point to an Increased Frequency and Intensity of Droughts Across Canada Under a Changing Climate? B. Bonsal et al.
- Human-induced changes in extreme cold surges across the Northern Hemisphere Y. Nie et al.
- Large-ensemble assessment of the Arctic stratospheric polar vortex morphology and disruptions A. Kuchar et al.
- Runtime bias correction of regional climate model driving data and its continental-scale impacts J. Scinocca et al.
- Future precipitation projections and model evaluation in the Hengduan Mountains based on CMIP6 Z. Hu et al.
- Optimizing category-based statistical metrics for selecting global climate models in rainfall projections for Peninsular Malaysia Z. Sa’adi et al.
- Anthropogenic forcings induce diverse climate changes in different regions of Asia H. Sun & X. Liu
- Global-scale gravity wave analysis methodology for the ESA Earth Explorer 11 candidate CAIRT S. Rhode et al.
- The impact of uncertainty in black carbon's refractive index on simulated optical depth and radiative forcing R. Digby et al.
Saved (final revised paper)
Latest update: 24 May 2026
Short summary
We present a new activity which aims to organize the analysis of biases in the Canadian Earth System model (CanESM) in a systematic manner. Results of this “Analysis for Development” (A4D) activity includes a new CanESM version, CanESM5.1, which features substantial improvements regarding the simulation of dust and stratospheric temperatures, a second CanESM5.1 variant with reduced climate sensitivity, and insights into potential avenues to reduce various other model biases.
We present a new activity which aims to organize the analysis of biases in the Canadian Earth...
Special issue