Supported datasets
NumericalEarth currently ships connectors for the following data products:
| Dataset | Supported Variables | Documentation Link |
|---|---|---|
| Bathymetry and static grids | ||
ETOPO2022 | Supported variables | NOAA ETOPO 2022 overview |
GEBCO2026 | Supported variables | GEBCO 2024 overview |
IBCSOv2 | Supported variables | IBCSO overview |
IBCAOv5 | Supported variables | IBCAO overview |
GLO30 | Supported variables | Copernicus DEM GLO-30 (Earth Data Hub) |
GLO90 | Supported variables | Copernicus DEM GLO-90 (Earth Data Hub) |
ORCAOne | :bottom_height, :mesh_mask | eORCA1 mesh and bathymetry (Zenodo) |
ORCAQuarter | :bottom_height, :mesh_mask | eORCA025 mesh and bathymetry (Zenodo) |
ORCATwelfth | :bottom_height, :mesh_mask | eORCA12 mesh and bathymetry (Zenodo) |
GLORYSStatic | :depth | Copernicus GLORYS static product |
| Ocean reanalysis and climatology | ||
ECCO2Monthly | Supported variables | ECCO2 documentation |
ECCO2Daily | Supported variables | ECCO2 documentation |
ECCO4Monthly | Supported variables | ECCO V4r4 product guide |
EN4Monthly | Supported variables | Met Office EN4 overview |
GLORYSDaily | Supported variables | Copernicus GLORYS product page |
GLORYSMonthly | Supported variables | Copernicus GLORYS product page |
WOAAnnual | :temperature, :salinity, :phosphate, :nitrate, :silicate, :dissolved_oxygen | World Ocean Atlas overview |
WOAMonthly | :temperature, :salinity, :phosphate, :nitrate, :silicate, :dissolved_oxygen | World Ocean Atlas overview |
| Biogeochemical reanalysis | ||
ECCO2DarwinMonthly | :temperature, :salinity, :dissolved_inorganic_carbon, :alkalinity, :phosphate, :nitrate, :dissolved_organic_phosphorus, :particulate_organic_phosphorus, :dissolved_iron, :dissolved_silicate, :dissolved_oxygen | ECCO Darwin overview |
ECCO4DarwinMonthly | :temperature, :salinity, :dissolved_inorganic_carbon, :alkalinity, :phosphate, :nitrate, :dissolved_organic_phosphorus, :particulate_organic_phosphorus, :dissolved_iron, :dissolved_silicate, :dissolved_oxygen | ECCO Darwin overview |
| Atmospheric forcing and reanalysis | ||
RepeatYearJRA55 | Supported variables | JRA-55 Reanalysis |
MultiYearJRA55 | Supported variables | JRA-55 Reanalysis |
ERA5HourlySingleLevel | surface meteorology, flux, radiation, and wave variables | ERA5 single levels overview |
ERA5MonthlySingleLevel | surface meteorology, flux, radiation, and wave variables | ERA5 single levels overview |
ERA5HourlyPressureLevels | pressure-level temperature, winds, humidity, geopotential, and cloud variables | ERA5 pressure levels overview |
ERA5MonthlyPressureLevels | pressure-level temperature, winds, humidity, geopotential, and cloud variables | ERA5 pressure levels overview |
| Land | ||
ERA5HourlyLand | Supported variables | ERA5-Land hourly overview |
ERA5MonthlyLand | Supported variables | ERA5-Land monthly overview |
| Regional observations | ||
OSPapaHourly | ocean profiles, near-surface meteorology, and currents | Ocean Station Papa dataset |
OSPapaFluxHourly | air-sea fluxes, stresses, evaporation, precipitation, and skin temperature | Ocean Station Papa flux dataset |
Supported variables for ETOPO2022
:bottom_height- Global bathymetry/topography on a 1 arc-minute grid.
Supported variables for GLO30
:bottom_height- Surface elevation (Digital Surface Model) on a global 30 m (1 arc-second) grid from theGLO30dataset. Read in regional windows only; requires a DestinE access token andusing Zarr.
Supported variables for GLO90
:bottom_height- Surface elevation (Digital Surface Model) on a global 90 m (3 arc-second) grid from theGLO90dataset; the coarser sibling of GLO-30.
Supported variables for ECCO2Monthly
:temperature- Potential temperature on the ECCO2 three-dimensional grid (degC).:salinity- Practical salinity (psu).:u_velocity- Zonal velocity component (m s⁻¹).:v_velocity- Meridional velocity component (m s⁻¹).:free_surface- Sea surface height anomaly (m).:sea_ice_thickness- Effective sea-ice thickness (m).:sea_ice_concentration- Sea-ice area fraction (dimensionless).:net_heat_flux- Net surface heat flux into the ocean (W m⁻²).
Supported variables for ECCO2Daily
:temperature- Potential temperature on the ECCO2 three-dimensional grid (degC).:salinity- Practical salinity (psu).:u_velocity- Zonal velocity component (m s⁻¹).:v_velocity- Meridional velocity component (m s⁻¹).:free_surface- Sea surface height anomaly (m).:sea_ice_thickness- Effective sea-ice thickness (m).:sea_ice_concentration- Sea-ice area fraction (dimensionless).:net_heat_flux- Net surface heat flux into the ocean (W m⁻²).
Supported variables for ECCO4Monthly
:temperature- Potential temperature on the ECCO V4 grid (degC).:salinity- Practical salinity (psu).:u_velocity- Zonal velocity component (m s⁻¹).:v_velocity- Meridional velocity component (m s⁻¹).:free_surface- Sea surface height anomaly (m).:sea_ice_thickness- Effective sea-ice thickness (m).:sea_ice_concentration- Sea-ice area fraction (dimensionless).:net_heat_flux- Net surface heat flux into the ocean (W m⁻²).:sensible_heat_flux- Surface sensible heat flux (W m⁻²).:latent_heat_flux- Surface latent heat flux (W m⁻²).:net_longwave- Net longwave radiation at the surface (W m⁻²).:downwelling_shortwave- Downward shortwave radiation at the surface (W m⁻²).:downwelling_longwave- Downward longwave radiation at the surface (W m⁻²).
Supported variables for EN4Monthly
:temperature- Objective analyses of ocean temperature (degC).:salinity- Objective analyses of ocean salinity (psu).
Supported variables for GLORYSDaily
:temperature- Potential temperature (degC).:salinity- Practical salinity (psu).:u_velocity- Zonal velocity component (m s⁻¹).:v_velocity- Meridional velocity component (m s⁻¹).:sea_ice_concentration- Sea-ice area fraction (dimensionless).:sea_ice_thickness- Sea-ice thickness (m).:sea_ice_u_velocity- Zonal sea-ice drift (m s⁻¹).:sea_ice_v_velocity- Meridional sea-ice drift (m s⁻¹).:free_surface- Sea surface height (m).:depth- Static bathymetry/depth (m).
Supported variables for GLORYSMonthly
:temperature- Potential temperature (degC).:salinity- Practical salinity (psu).:u_velocity- Zonal velocity component (m s⁻¹).:v_velocity- Meridional velocity component (m s⁻¹).:sea_ice_concentration- Sea-ice area fraction (dimensionless).:sea_ice_thickness- Sea-ice thickness (m).:sea_ice_u_velocity- Zonal sea-ice drift (m s⁻¹).:sea_ice_v_velocity- Meridional sea-ice drift (m s⁻¹).:free_surface- Sea surface height (m).:depth- Static bathymetry/depth (m).
Supported variables for RepeatYearJRA55
:temperature- 2 m air temperature (K).:specific_humidity- 2 m specific humidity (kg kg⁻¹).:eastward_velocity- 10 m eastward wind (m s⁻¹).:northward_velocity- 10 m northward wind (m s⁻¹).:sea_level_pressure- Sea-level pressure (Pa).:downwelling_shortwave_radiation- Downward shortwave radiation (W m⁻²).:downwelling_longwave_radiation- Downward longwave radiation (W m⁻²).:rain_freshwater_flux- Liquid precipitation flux (kg m⁻² s⁻¹).:snow_freshwater_flux- Solid precipitation flux (kg m⁻² s⁻¹).:river_freshwater_flux- River discharge flux (kg m⁻² s⁻¹).:iceberg_freshwater_flux- Iceberg calving flux (kg m⁻² s⁻¹).
Supported variables for MultiYearJRA55
:temperature- 2 m air temperature (K).:specific_humidity- 2 m specific humidity (kg kg⁻¹).:eastward_velocity- 10 m eastward wind (m s⁻¹).:northward_velocity- 10 m northward wind (m s⁻¹).:sea_level_pressure- Sea-level pressure (Pa).:downwelling_shortwave_radiation- Downwelling shortwave radiation (W m⁻²).:downwelling_longwave_radiation- Downwelling longwave radiation (W m⁻²).:rain_freshwater_flux- Precipitation flux from liquid (kg m⁻² s⁻¹).:snow_freshwater_flux- Precipitation flux from snow/ice (kg m⁻² s⁻¹).:river_freshwater_flux- River discharge flux (kg m⁻² s⁻¹).:iceberg_freshwater_flux- Iceberg calving flux (kg m⁻² s⁻¹).
Supported variables for ERA5HourlyLand
:skin_temperature- Skin (surface) temperature (K).:soil_temperature_level_1- Soil temperature, layer 1 (0-7 cm) (K).:soil_temperature_level_2- Soil temperature, layer 2 (7-28 cm) (K).:soil_temperature_level_3- Soil temperature, layer 3 (28-100 cm) (K).:soil_temperature_level_4- Soil temperature, layer 4 (100-289 cm) (K).:volumetric_soil_water_layer_1- Volumetric soil water, layer 1 (0-7 cm) (m³ m⁻³).:volumetric_soil_water_layer_2- Volumetric soil water, layer 2 (7-28 cm) (m³ m⁻³).:volumetric_soil_water_layer_3- Volumetric soil water, layer 3 (28-100 cm) (m³ m⁻³).:volumetric_soil_water_layer_4- Volumetric soil water, layer 4 (100-289 cm) (m³ m⁻³).:temperature- 2 m air temperature (K).:dewpoint_temperature- 2 m dewpoint temperature (K).:snow_water_equivalent- Snow depth water equivalent (m of water equivalent).:snow_depth- Instantaneous snow depth (m).
Ocean cells are masked and never inpainted.
Supported variables for ERA5MonthlyLand
Same variables as ERA5HourlyLand, as monthly means.
Supported variables for IBCSOv2
:bottom_height- Southern Ocean bathymetry at 500 m resolution, south of 50°S (m).
Supported variables for GEBCO2026
:bottom_height- Global bathymetry and topography at 15 arc-second resolution (m).
Supported variables for IBCAOv5
:bottom_height- Arctic Ocean bathymetry at 100 m resolution, north of 64°N, including Greenland ice sheet surface elevation (m).