Bias-corrected CMIP6 Daily Sea Ice Concentration in the Barents and Kara Seas
type: Dataset
accrual periodicity: Not planned
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…
issued: 2023-07-21T15:16:03.050088
modified: 2023-09-26T20:54:35.375059
publisher: Centre for Earth Observation Science
spatial: Location
  geometry: 94000812
distribution: siconc_SIday_EC-Earth3_historical_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
  format: NetCDF
  issued: 2023-07-24T16:23:01.345695
  modified: 2023-07-24T16:23:33.922455
  byte size: 138350014
  media type: application/zip
distribution: siconc_SIday_ACCESS-CM2_ssp245_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
  issued: 2023-07-24T18:50:14.576295
  modified: 2023-07-24T19:32:40.477022
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distribution: siconc_SIday_IPSL-CM6A-LR_ssp245_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
  issued: 2023-07-24T19:05:50.544489
  modified: 2023-07-24T19:35:11.269702
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distribution: siconc_SIday_BCC-CSM2-MR_ssp585_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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  modified: 2023-07-24T19:37:11.507843
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distribution: siconc_SIday_MRI-ESM2-0_ssp245_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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  modified: 2023-07-24T19:36:08.389618
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distribution: siconc_SIday_MIROC6_historical_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
  format: NetCDF
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distribution: siconc_SIday_CMCC-CM2-SR5_ssp126_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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distribution: siconc_SIday_EC-Earth3-Veg-LR_ssp245_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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distribution: siconc_SIday_NESM3_historical_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
  format: NetCDF
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distribution: siconc_SIday_GFDL-CM4_ssp585_r1i1p1f1_gr2
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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distribution: 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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  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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  type: Distribution
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  format: NetCDF
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  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
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distribution: siconc_SIday_NorESM2-LM_ssp126_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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distribution: siconc_SIday_EC-Earth3-Veg_historical_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
  format: NetCDF
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distribution: siconc_SIday_KIOST-ESM_ssp126_r1i1p1f1_gr1
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
  format: NetCDF
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distribution: siconc_SIday_MRI-ESM2-0_ssp585_r1i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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distribution: siconc_SIday_CESM2_ssp245_r4i1p1f1_gn
  type: Distribution
  description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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distribution: siconc_SIday_GFDL-CM4_historical_r1i1p1f1_gr2
  type: Distribution
  description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
  format: NetCDF
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  modified: 2023-07-24T16:29:39.140410
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distribution: siconc_SIday_EC-Earth3-Veg-LR_historical_r1i1p1f1_gn
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distribution: siconc_SIday_IPSL-CM6A-LR_historical_r1i1p1f1_gn
distribution: siconc_SIday_IPSL-CM6A-LR_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_IPSL-CM6A-LR_ssp585_r1i1p1f1_gn
distribution: siconc_SIday_GFDL-CM4_ssp245_r1i1p1f1_gr2
distribution: siconc_SIday_MRI-ESM2-0_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_MIROC6_ssp585_r1i1p1f1_gn
distribution: siconc_SIday_CNRM-CM6-1_historical_r1i1p1f2_gn
distribution: siconc_SIday_ACCESS-CM2_historical_r1i1p1f1_gn
distribution: siconc_SIday_KIOST-ESM_historical_r1i1p1f1_gr1
distribution: siconc_SIday_CanESM5_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_MPI-ESM1-2-HR_historical_r1i1p1f1_gn
distribution: siconc_SIday_CNRM-CM6-1_ssp126_r1i1p1f2_gn
distribution: siconc_SIday_EC-Earth3-Veg_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_MPI-ESM1-2-LR_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn
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distribution: siconc_SIday_EC-Earth3-CC_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_MIROC-ES2L_historical_r1i1p1f2_gn
distribution: siconc_SIday_CanESM5_historical_r1i1p1f1_gn
distribution: siconc_SIday_CESM2-WACCM_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_NESM3_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_MRI-ESM2-0_historical_r1i1p1f1_gn
distribution: siconc_SIday_CNRM-ESM2-1_ssp126_r1i1p1f2_gn
distribution: siconc_SIday_MPI-ESM1-2-HR_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_CMCC-ESM2_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_KIOST-ESM_ssp585_r1i1p1f1_gr1
distribution: siconc_SIday_BCC-CSM2-MR_ssp126_r1i1p1f1_gn
distribution: siconc_SIday_BCC-CSM2-MR_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_CMCC-ESM2_ssp245_r1i1p1f1_gn
distribution: siconc_SIday_MIROC-ES2L_ssp585_r1i1p1f2_gn
distribution: siconc_SIday_ACCESS-CM2_ssp585_r1i1p1f1_gn
distribution: siconc_SIday_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn
keyword: Climate model
keyword: Kara Sea
keyword: Arctic
keyword: Modeling
keyword: Barents Sea
keyword: sea ice
keyword: Arctic Ocean

siconc_SIday_CMCC-CM2-SR5_ssp585_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T19:14:58.099918
modified: 2023-07-24T19:37:51.132035
byte size: 71530498
media type: application/zip

siconc_SIday_NorESM2-MM_ssp585_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T19:26:31.871581
modified: 2023-07-24T19:46:01.540164
byte size: 116588062
media type: application/zip

siconc_SIday_CESM2-WACCM_ssp126_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T18:18:49.225558
modified: 2023-07-24T19:29:30.084403
byte size: 114079778
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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)
format: NetCDF
issued: 2023-07-24T16:24:46.560071
modified: 2023-07-24T16:28:56.326725
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media type: application/zip

siconc_SIday_CNRM-ESM2-1_ssp585_r1i1p1f2_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T19:17:15.663764
modified: 2023-07-24T19:38:41.583069
byte size: 117145962
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siconc_SIday_NorESM2-LM_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
format: NetCDF
issued: 2023-07-24T16:35:13.695887
modified: 2023-07-24T16:36:00.323999
byte size: 147868784
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siconc_SIday_CNRM-CM6-1_ssp245_r1i1p1f2_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T18:55:52.529372
modified: 2023-07-24T19:33:48.768386
byte size: 112639425
media type: application/zip

siconc_SIday_CMCC-ESM2_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
format: NetCDF
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modified: 2023-07-24T16:20:29.423879
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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)
format: NetCDF
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modified: 2023-07-24T16:30:14.836625
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siconc_SIday_IPSL-CM6A-LR_ssp126_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:31:00.109906
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siconc_SIday_MPI-ESM1-2-LR_ssp245_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:35:58.789949
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siconc_SIday_IPSL-CM6A-LR_ssp585_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T19:20:55.633456
modified: 2023-07-24T19:42:02.843314
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siconc_SIday_GFDL-CM4_ssp245_r1i1p1f1_gr2
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:35:01.812945
byte size: 106346548
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siconc_SIday_MRI-ESM2-0_ssp126_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T18:32:59.184521
modified: 2023-07-24T19:31:59.410729
byte size: 93320140
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siconc_SIday_MIROC6_ssp585_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:42:40.329613
byte size: 68106479
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siconc_SIday_CNRM-CM6-1_historical_r1i1p1f2_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
format: NetCDF
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modified: 2023-07-24T16:21:11.062001
byte size: 142125270
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siconc_SIday_ACCESS-CM2_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
format: NetCDF
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modified: 2023-07-24T15:45:18.456828
byte size: 156782438
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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)
format: NetCDF
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modified: 2023-07-24T16:30:50.765777
byte size: 120319269
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siconc_SIday_CanESM5_ssp126_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:29:06.093996
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siconc_SIday_MPI-ESM1-2-HR_historical_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (1950-1959 through 2000-2009)
format: NetCDF
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modified: 2023-07-24T16:33:31.272852
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siconc_SIday_CNRM-CM6-1_ssp126_r1i1p1f2_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:29:57.294378
byte size: 111885041
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siconc_SIday_EC-Earth3-Veg_ssp245_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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modified: 2023-07-24T19:46:01.536366
byte size: 97251923
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siconc_SIday_MPI-ESM1-2-LR_ssp126_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T18:32:09.598073
modified: 2023-07-24T19:31:50.414335
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siconc_SIday_MPI-ESM1-2-HR_ssp245_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
issued: 2023-07-24T19:07:58.364289
modified: 2023-07-24T19:35:49.052404
byte size: 83456714
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siconc_SIday_NorESM2-MM_ssp245_r1i1p1f1_gn
type: Distribution
description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
format: NetCDF
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siconc_SIday_NorESM2-MM_ssp126_r1i1p1f1_gn
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siconc_SIday_EC-Earth3-CC_ssp245_r1i1p1f1_gn
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siconc_SIday_MIROC-ES2L_historical_r1i1p1f2_gn
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siconc_SIday_CanESM5_historical_r1i1p1f1_gn
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siconc_SIday_CESM2-WACCM_ssp245_r1i1p1f1_gn
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siconc_SIday_NESM3_ssp126_r1i1p1f1_gn
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siconc_SIday_MRI-ESM2-0_historical_r1i1p1f1_gn
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siconc_SIday_CNRM-ESM2-1_ssp126_r1i1p1f2_gn
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siconc_SIday_MPI-ESM1-2-HR_ssp126_r1i1p1f1_gn
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siconc_SIday_CMCC-ESM2_ssp126_r1i1p1f1_gn
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siconc_SIday_KIOST-ESM_ssp585_r1i1p1f1_gr1
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siconc_SIday_BCC-CSM2-MR_ssp126_r1i1p1f1_gn
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siconc_SIday_BCC-CSM2-MR_ssp245_r1i1p1f1_gn
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siconc_SIday_CMCC-ESM2_ssp245_r1i1p1f1_gn
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siconc_SIday_MIROC-ES2L_ssp585_r1i1p1f2_gn
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siconc_SIday_ACCESS-CM2_ssp585_r1i1p1f1_gn
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siconc_SIday_MPI-ESM1-2-HR_ssp585_r1i1p1f1_gn
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siconc_SIday_NorESM2-LM_ssp585_r1i1p1f1_gn
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siconc_SIday_EC-Earth3_ssp126_r1i1p1f1_gn
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siconc_SIday_CNRM-CM6-1-HR_historical_r1i1p1f2_gn
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siconc_SIday_IPSL-CM5A2-INCA_ssp126_r1i1p1f1_gn
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siconc_SIday_MIROC6_ssp126_r1i1p1f1_gn
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siconc_SIday_MPI-ESM1-2-LR_ssp585_r1i1p1f1_gn
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siconc_SIday_CanESM5_ssp245_r1i1p1f1_gn
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siconc_SIday_EC-Earth3_ssp585_r1i1p1f1_gn
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siconc_SIday_EC-Earth3-Veg_ssp126_r1i1p1f1_gn
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siconc_SIday_CanESM5_ssp585_r1i1p1f1_gn
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siconc_SIday_NESM3_ssp585_r1i1p1f1_gn
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siconc_SIday_MIROC-ES2L_ssp126_r1i1p1f2_gn
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siconc_SIday_CNRM-ESM2-1_historical_r1i1p1f2_gn
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siconc_SIday_ACCESS-CM2_ssp126_r1i1p1f1_gn
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siconc_SIday_CMCC-CM2-SR5_ssp245_r1i1p1f1_gn
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siconc_SIday_MIROC-ES2L_ssp245_r1i1p1f2_gn
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siconc_SIday_CNRM-CM6-1_ssp585_r1i1p1f2_gn
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siconc_SIday_CNRM-CM6-1-HR_ssp585_r1i1p1f2_gn
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siconc_SIday_EC-Earth3_ssp245_r1i1p1f1_gn
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siconc_SIday_KIOST-ESM_ssp245_r1i1p1f1_gr1
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description: Zipped folder of decadal netcdf files (2010-2019 through 2050-2059)
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