Bias-corrected CMIP6 Daily Sea Ice Concentration in the Barents and Kara Seas
type: Dataset
description: Daily sea ice concentration (1950 - 2050) from models participating in version 6 of the Coupled Model Intercomparison Project is reprojected to the WGS84/NSIDC 25-km North Polar Stereographic grid (EPSG: 3413) using the NOAA/NSIDC Climate Data Record of passive microwave-derived sea ice concentration as the reference dataset and a modified version of the MAVRIC bias correction method described by Melia et al. (2015; DOI: 10.5194/tc-9-2237-2015). Corrections are based on a combination of mean bias for the period 1979-2014 and bias in the detrended standard deviation. The full equation is SICadj = (SICmod – SICmod.11) * (SDobs.clim / SDmod.clim) + SICmod.11 * (AVGobs.clim / AVGmod.clim) Where SICadj is the adjusted sea ice concentration from a model on a given day for a given grid cell, SICmod is the original modeled sea ice concentration, SICmod.11 is the 11-year moving average of sea ice concentration, SD is the detrended standard deviation of sea ice concentration for the period 1979-2014 (which is the overlap of the historical experiment and the passive microwave record) for the observations (obs) and model (mod), and AVG is the average sea ice concentration for the period 1979-2014. Corrections are applied separately for each model, grid cell, and day-of-year. The difference between our method and Melia et al. (2015) is that they were working only with models that provided an ensemble of simulations, so they used ensemble means for the climatology and 11-year running mean modeled variables (SICmod.11, SDmod.clim, and AVGmod.clim). Since we could not do this for most models, we chose to only use a single ensemble member from each model. Following the downscaling procedure, some sea ice concentration values will fall below 0% or over 100%, which is physically unrealistic. Any value below 0% is replaced by 0%, and any value above 100% is replaced by 100%. Data are stored in decadal files and grouped in zipped folders by model and experiment. Data from purely the his…
accrual periodicity: Not planned
keyword: Arctic
keyword: Arctic Ocean
keyword: Barents Sea
keyword: Climate model
keyword: Kara Sea
keyword: Modeling
keyword: sea ice
issued: 2023-07-21T15:16:03.050088
modified: 2023-09-26T20:54:35.375059
spatial: Location

Centre for Earth Observation Science
type: Agent

siconc_SIday_ACCESS-CM2_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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format: NetCDF
access URL: https://canwin-datahub.ad.umanitoba.ca/data/dataset/4ef8f9ef-2f2c-4776-88b4-bd694e56ce6d/resource/381fc92a-e7e3-4dd0-b55b-1bb917a702a9/download/siconc_siday_access-cm2_historical_r1i1p1f1_gn.zip
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siconc_SIday_BCC-CSM2-MR_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
media type: application/zip
format: NetCDF
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siconc_SIday_CanESM5_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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format: NetCDF
access URL: https://canwin-datahub.ad.umanitoba.ca/data/dataset/4ef8f9ef-2f2c-4776-88b4-bd694e56ce6d/resource/e8d9d475-9a96-42f8-9c69-217fe0a23841/download/siconc_siday_canesm5_historical_r1i1p1f1_gn.zip
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siconc_SIday_CESM2_historical_r4i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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format: NetCDF
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siconc_SIday_CESM2-WACCM_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_CMCC-CM2-SR5_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_CMCC-ESM2_historical_r1i1p1f1_gn
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siconc_SIday_CNRM-CM6-1_historical_r1i1p1f2_gn
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siconc_SIday_CNRM-CM6-1-HR_historical_r1i1p1f2_gn
type: Distribution
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siconc_SIday_CNRM-ESM2-1_historical_r1i1p1f2_gn
type: Distribution
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siconc_SIday_EC-Earth3_historical_r1i1p1f1_gn
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siconc_SIday_EC-Earth3-CC_historical_r1i1p1f1_gn
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siconc_SIday_EC-Earth3-Veg_historical_r1i1p1f1_gn
type: Distribution
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siconc_SIday_EC-Earth3-Veg-LR_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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access URL: https://canwin-datahub.ad.umanitoba.ca/data/dataset/4ef8f9ef-2f2c-4776-88b4-bd694e56ce6d/resource/f1ccf28b-c319-4316-af24-c6f1e8838505/download/siconc_siday_ec-earth3-veg-lr_historical_r1i1p1f1_gn.zip
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siconc_SIday_GFDL-CM4_historical_r1i1p1f1_gr2
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_IPSL-CM6A-LR_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_KIOST-ESM_historical_r1i1p1f1_gr1
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_MIROC-ES2L_historical_r1i1p1f2_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_MIROC6_historical_r1i1p1f1_gn
type: Distribution
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siconc_SIday_MPI-ESM1-2-HR_historical_r1i1p1f1_gn
type: Distribution
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siconc_SIday_MPI-ESM1-2-LR_historical_r1i1p1f1_gn
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siconc_SIday_MRI-ESM2-0_historical_r1i1p1f1_gn
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description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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siconc_SIday_NESM3_historical_r1i1p1f1_gn
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siconc_SIday_NorESM2-LM_historical_r1i1p1f1_gn
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siconc_SIday_NorESM2-MM_historical_r1i1p1f1_gn
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siconc_SIday_ACCESS-CM2_ssp126_r1i1p1f1_gn
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siconc_SIday_BCC-CSM2-MR_ssp126_r1i1p1f1_gn
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siconc_SIday_CanESM5_ssp126_r1i1p1f1_gn
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siconc_SIday_CESM2_ssp126_r4i1p1f1_gn
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siconc_SIday_CESM2-WACCM_ssp126_r1i1p1f1_gn
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siconc_SIday_CMCC-CM2-SR5_ssp126_r1i1p1f1_gn
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siconc_SIday_CMCC-ESM2_ssp126_r1i1p1f1_gn
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siconc_SIday_CNRM-CM6-1_ssp126_r1i1p1f2_gn
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