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Historic and future surface mass balance contributions to Antarctic and Greenland freshwater fluxes from regional climate models

This dataset provides harmonized output from multiple Regional Climate Models (RCMs) for the Antarctic and Greenland ice sheets. It includes historical simulations forced with ERA5 reanalysis, as well as historical and future simulations extending to 2100 driven by a selection of Earth System Models (ESMs) under different SSP scenarios.


The RCMs included are MAR, RACMO, and HIRHAM5, forced by ERA5 and by various ESMs, including MPI-ESM, CESM2, UKESM, IPSL-CM6A, CNRM-CM6, EC-Earth3, NorESM, and CNRM-ESM. The dataset covers SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5, with availability depending on the specific model combination.


All variables are provided as monthly accumulated fluxes with units of kg m⁻². The dataset includes the following variables:


prsn – snowfall


prra – rainfall, calculated as total precipitation minus snowfall


melt – melt of snow or ice


mrro – runoff of rainfall or meltwater


subl – surface sublimation and evaporation (>0 = sublimation, <0 = deposition)


smb – surface mass balance


sndivgl – blowing snow transport divergence (>0 = erosion, <0 = deposition). Available only in RACMO2.4p1 and RACMO2.3p2, where it was used to compute the surface mass balance. Note: The blowing snow scheme performs significantly better in RACMO2.4p1 compared to RACMO2.3p2; therefore, we recommend using RACMO2.4p1 outputs when considering blowing snow as a freshwater flux.

sndivsn – blowing snow transport divergence on non-glaciated tiles (<0=deposition). Available only in RACMO2.4p1.


All gridded data are stored in NetCDF4 format, with one file per simulation. Files follow a standardized naming convention:


{domain}_{RCM}{version}_{resolution}_{forcing}_{ssp/historical}_{year_start}_{year_end}.nc

For example 'ANT_MARv311_35km_MPI-ESM_historical_1980_2014.nc' contains the monthly output from MAR version 3.11 for the Antarctica domain, forced with historical MPI-ESM for the period 1980 - 2014


In addition to the model output, the dataset includes mask files for each model domain that provide grid-cell information required for regional and ice-sheet–integrated analyses. Mask files follow the naming convention:


{domain}_{RCM}{version}_{resolution}_mask.nc

For example: GR_RACMO24p1_5.5km_mask.nc


Each mask file includes at least the following variables:


ice_mask – fraction of ice-covered area per grid cell (0–1)


cell_area – grid cell area in m²


ocean_sectors – classification of grid cells into ocean sectors


ice_mask_greenland or ice_mask_antarctica – masks defining the glaciated regions used for computing ice-sheet–integrated mass balance (0-1)


For RACMO2.4p1 and MAR, the ice masks are fractional, whereas RACMO2.3p2 and HIRHAM5 use binary masks.


Two python scripts are given which can be used to compute yearly ice sheet or ocean sector integrated SMB terms in Gt/yr.

Simple

Date (Publication)
2026-04-01
Edition

v1

Status
Completed
Point of contact
  Utrecht University, Faculty of Science, Physics and Astronomy, Institute for Marine and Atmospheric research Utrecht - Marte Hofsteenge ( )
Maintenance and update frequency
As needed
Theme
  • Regional Climate Models

  • Surface Mass Balance

  • Blowing snow

  • Freshwater flux

  • Ice sheet

  • Climate projections

  • ERA5

  • SSP scenarios

  • MAR

  • RACMO

  • HIRHAM5

Global Change Master Directory (GCMD) Keywords

  • ICE SHEETS

  • SNOW MELT

  • SNOW

  • SUBLIMATION

  • GLACIER MASS BALANCE/ICE SHEET MASS BALANCE

  • RAIN

  • RUNOFF

  • CRYOSPHERIC INDICATORS

Continents, countries, sea regions of the world.

  • Greenland

  • Antarctica

GEMET - INSPIRE themes, version 1.0

  • Oceanographic geographical features

Access constraints
License
Use constraints
License
Other constraints

Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/deed.en

Spatial representation type
Grid
Language

eng

Character set
UTF8
Topic category
  • Oceans
  • Geoscientific information
  • Climatology, meteorology, atmosphere
Begin date
1940-01-01
End date
2100-12-31
N
S
E
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Supplemental Information

Acknowledgement: This dataset was produced with support from the OCEAN:ICE project (Ocean-Cryosphere Exchanges in Antarctica: Impacts on Climate and the Earth System), funded by the European Union under Horizon Europe Grant Agreement No. 101060452, and the PolarRES project (Polar Regions in the Earth System), funded by the European Union under Horizon 2020 Grant Agreement No. 101003590.

Reference system identifier
WGS 1984
Number of dimensions
2
Dimension name
Row
Dimension name
Column
Dimension name
Vertical
Cell geometry
Area
OnLine resource
OCEAN ICE Zenodo Community ( WWW:LINK-1.0-http--link )

Access to the dataset and associated files in Zenodo

Hierarchy level
Dataset
Statement

The dataset consists of harmonized outputs from multiple Regional Climate Models (MAR, RACMO and HIRHAM5) for the Antarctic and Greenland ice sheets. Historical simulations are forced by ERA5 reanalysis and selected Earth System Models, while future simulations use different SSP scenarios up to 2100. Model outputs have been harmonized and distributed as monthly accumulated fluxes in NetCDF format. Model-domain mask files are provided for regional and ice-sheet-integrated analyses, together with Python scripts for computing yearly integrated surface mass balance terms.

File identifier
7cbda2d4-b598-4f82-8ee0-7b4801cf47ee XML
Metadata language
English
Character set
UTF8
Date stamp
2026-08-26T08:53:45
Metadata standard name

ISO 19115:2003/19139

Metadata standard version

1.0

Point of contact
  ETT.S.p.A. - ( )
 
 

Overviews

overview

Spatial extent

N
S
E
W
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Keywords

Blowing snow Climate projections ERA5 Freshwater flux HIRHAM5 Ice sheet MAR RACMO Regional Climate Models SSP scenarios Surface Mass Balance
GEMET - INSPIRE themes, version 1.0
Oceanographic geographical features
Global Change Master Directory (GCMD) Keywords
CRYOSPHERIC INDICATORS GLACIER MASS BALANCE/ICE SHEET MASS BALANCE ICE SHEETS RAIN RUNOFF SNOW SNOW MELT SUBLIMATION

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