This Julia package gives access to the numerical weather prediction (NWP) data from The MetCoOp Ensemble Prediction System (MEPS). See the catalog for available data (ENS and control).
Learn more about the MEPS datasets and data access
Add the Harmonie registry then
julia> using Pkg
julia> Pkg.add("MEPSDatasets")-
To get todays 00 UTC ENS data
julia> using MEPSDatasets,Dates julia> dtg = DateTime(today()) julia> ds = ENSds(dtg)
Use
keys(ds)to see available keys, more info can be obtained by e.g.julia> ds["air_temperature_2m"] air_temperature_2m (949 × 1069 × 30 × 1 × 62) Datatype: Union{Missing, Float32} (Float32) Dimensions: x × y × ensemble_member × height1 × time Attributes: _FillValue = 9.96921e36 long_name = Screen level temperature (T2M) standard_name = air_temperature units = K grid_mapping = projection_lambert coordinates = longitude latitude _ChunkSizes = Int32[1, 1, 1, 1069, 949]
To download all members at
t=0for the full domain use e.g.t2m = ds["air_temperature_2m"][:,:,:,1,1]
Make sure to read the performance tips here.
-
To get the dataset for the control run use
julia> ds = CTLds(dtg)
-
To create a dataset for several days use e.g.
dtgbeg = dtg-Day(7) dtgrange = dtgbeg:Hour(6):dtg ds = ENSds(dtgrange)
Data will be aggregated over the
forecast_reference_timedimension, e.g.julia> ds["air_temperature_2m"] air_temperature_2m (949 × 1069 × 30 × 1 × 62 × 29) Datatype: Union{Missing, Float32} Dimensions: x × y × ensemble_member × height1 × time × forecast_reference_time Attributes: _FillValue = 9.96921e36 long_name = Screen level temperature (T2M) standard_name = air_temperature units = K grid_mapping = projection_lambert coordinates = longitude latitude _ChunkSizes = Int32[1, 1, 1, 1069, 949]
At MET Norway you can set
julia> MEPSDatasets.rooturl="/lustre/storeB/immutable/archive/projects/metproduction/MEPS"
Dataset: https://thredds.met.no/thredds/dodsC/meps25epsarchive/2024/02/17/meps_lagged_6_h_subset_2_5km_20240217T00Z.nc
Group: /
Dimensions
time = 62
ensemble_member = 30
height0 = 1
height1 = 1
height2 = 1
height_above_msl = 1
hybrid = 1
isotherm_0C_level = 1
mean_sea_level = 1
pressure = 6
surface = 1
x = 949
y = 1069
Variables
time (62)
Datatype: DateTime (Float64)
Dimensions: time
Attributes:
long_name = time
standard_name = time
units = seconds since 1970-01-01 00:00:00 +00:00
_ChunkSizes = 1
forecast_reference_time
Attributes:
units = seconds since 1970-01-01 00:00:00 +00:00
standard_name = forecast_reference_time
ensemble_member (30)
Datatype: Int16 (Int16)
Dimensions: ensemble_member
Attributes:
long_name = ensemble run number
standard_name = realization
_CoordinateAxisType = Ensemble
_ChunkSizes = 30
mean_sea_level (1)
Datatype: Int16 (Int16)
Dimensions: mean_sea_level
Attributes:
description = mean sea level
long_name = mean_sea_level
positive = up
units = m
_ChunkSizes = 1
surface (1)
Datatype: Int16 (Int16)
Dimensions: surface
Attributes:
description = ground or water surface
long_name = surface
positive = up
units = m
_ChunkSizes = 1
pressure (6)
Datatype: Float32 (Float32)
Dimensions: pressure
Attributes:
description = pressure
long_name = pressure
standard_name = air_pressure
positive = down
units = hPa
_ChunkSizes = 6
height_above_msl (1)
Datatype: Float32 (Float32)
Dimensions: height_above_msl
Attributes:
description = height above MSL
long_name = height
positive = up
units = m
_ChunkSizes = 1
height0 (1)
Datatype: Float32 (Float32)
Dimensions: height0
Attributes:
description = height above ground
long_name = height
positive = up
units = m
_ChunkSizes = 1
height1 (1)
Datatype: Float32 (Float32)
Dimensions: height1
Attributes:
description = height above ground
long_name = height
positive = up
units = m
_ChunkSizes = 1
height2 (1)
Datatype: Float32 (Float32)
Dimensions: height2
Attributes:
description = height above ground
long_name = height
positive = up
units = m
_ChunkSizes = 1
hybrid (1)
Datatype: Float64 (Float64)
Dimensions: hybrid
Attributes:
standard_name = atmosphere_hybrid_sigma_pressure_coordinate
formula = p(n,k,j,i) = ap(k) + b(k)*ps(n,j,i)
formula_terms = ap: ap b: b ps: surface_air_pressure p0: p0
long_name = atmosphere_hybrid_sigma_pressure_coordinate
positive = down
_ChunkSizes = 1
p0
Attributes:
units = Pa
ap (1)
Datatype: Float64 (Float64)
Dimensions: hybrid
Attributes:
units = Pa
_ChunkSizes = 1
b (1)
Datatype: Float64 (Float64)
Dimensions: hybrid
Attributes:
units = 1
_ChunkSizes = 1
isotherm_0C_level (1)
Datatype: Int16 (Int16)
Dimensions: isotherm_0C_level
Attributes:
description = level of 0degreeC isotherm
long_name = isotherm 0C
positive = up
_ChunkSizes = 1
projection_lambert
Attributes:
grid_mapping_name = lambert_conformal_conic
standard_parallel = [63.3, 63.3]
longitude_of_central_meridian = 15.0
latitude_of_projection_origin = 63.3
earth_radius = 6.371e6
x (949)
Datatype: Float32 (Float32)
Dimensions: x
Attributes:
long_name = x-coordinate in Cartesian system
standard_name = projection_x_coordinate
units = m
_ChunkSizes = 949
y (1069)
Datatype: Float32 (Float32)
Dimensions: y
Attributes:
long_name = y-coordinate in Cartesian system
standard_name = projection_y_coordinate
units = m
_ChunkSizes = 1069
longitude (949 × 1069)
Datatype: Float64 (Float64)
Dimensions: x × y
Attributes:
units = degree_east
long_name = longitude
standard_name = longitude
_ChunkSizes = Int32[1069, 949]
latitude (949 × 1069)
Datatype: Float64 (Float64)
Dimensions: x × y
Attributes:
units = degree_north
long_name = latitude
standard_name = latitude
_ChunkSizes = Int32[1069, 949]
air_temperature_ml (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × hybrid × time
Attributes:
_FillValue = 9.96921e36
long_name = Air temperature model levels
standard_name = air_temperature
units = K
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
air_temperature_0m (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Surface temperature (T0M)
standard_name = air_temperature
units = K
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
surface_geopotential (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Surface geopotential (fis)
standard_name = surface_geopotential
units = m^2/s^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
liquid_water_content_of_surface_snow (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Snow Water Equivivalent (SWE)
standard_name = liquid_water_content_of_surface_snow
units = kg/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
x_wind_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Wind along x-coordinate on pressure levels
standard_name = x_wind
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
integral_of_surface_net_downward_shortwave_flux_wrt_time (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Accumulated net downward surface SW radiation
standard_name = integral_of_surface_net_downward_shortwave_flux_wrt_time
units = W s/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
y_wind_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Wind along y-coordinate on pressure levels
standard_name = y_wind
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
air_temperature_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Air temperature pressure levels
standard_name = air_temperature
units = K
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
integral_of_surface_downward_sensible_heat_flux_wrt_time (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Accumulated downwelling surface sensible heat flux
standard_name = integral_of_surface_downward_sensible_heat_flux_wrt_time
units = W s/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
downward_eastward_momentum_flux_in_air (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Momentum flux x-direction
standard_name = downward_eastward_momentum_flux_in_air
units = N/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
downward_northward_momentum_flux_in_air (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Momentum flux y-direction
standard_name = downward_northward_momentum_flux_in_air
units = N/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
integral_of_surface_downwelling_shortwave_flux_in_air_wrt_time (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Accumulated surface SW downwelling radiation
standard_name = integral_of_surface_downwelling_shortwave_flux_in_air_wrt_time
units = W s/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
integral_of_surface_downwelling_longwave_flux_in_air_wrt_time (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Accumulated surface LW downwelling radiation
standard_name = integral_of_surface_downwelling_longwave_flux_in_air_wrt_time
units = J/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
surface_air_pressure (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Surface air pressure
standard_name = surface_air_pressure
units = Pa
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
air_temperature_2m (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height1 × time
Attributes:
_FillValue = 9.96921e36
long_name = Screen level temperature (T2M)
standard_name = air_temperature
units = K
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
relative_humidity_2m (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height1 × time
Attributes:
_FillValue = 9.96921e36
long_name = Screen level relative humidity (RH2M)
standard_name = relative_humidity
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
x_wind_10m (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height2 × time
Attributes:
_FillValue = 9.96921e36
long_name = 10 metre wind along x-coordinate (U10M)
standard_name = x_wind
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
y_wind_10m (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height2 × time
Attributes:
_FillValue = 9.96921e36
long_name = 10 metre wind along y-coordinate (V10M)
standard_name = y_wind
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
cloud_area_fraction (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Total cloud cover (TCC)
standard_name = cloud_area_fraction
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
turbulent_kinetic_energy_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Turbulent kinetic energy (TKE)
metno_name = turbulent_kinetic_energy
units = m^2/s^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
high_type_cloud_area_fraction (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Cloud cover of high clouds (HCC)
standard_name = high_type_cloud_area_fraction
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
medium_type_cloud_area_fraction (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Cloud cover of medium height clouds (MCC)
standard_name = medium_type_cloud_area_fraction
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
low_type_cloud_area_fraction (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Cloud cover of low clouds (LCC)
standard_name = low_type_cloud_area_fraction
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
geopotential_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Geopotential pressure levels
standard_name = geopotential
units = m^2/s^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
atmosphere_convective_inhibition (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Atmosphere convective inhibition (CIN)
standard_name = atmosphere_convective_inhibition
units = J/kg
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
relative_humidity_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Relative humidity pressure levels
standard_name = relative_humidity
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
atmosphere_boundary_layer_thickness (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Height of the PBL
standard_name = atmosphere_boundary_layer_thickness
units = m
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
upward_air_velocity_pl (949 × 1069 × 30 × 6 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × pressure × time
Attributes:
_FillValue = 9.96921e36
long_name = Vertical vind pressure levels
standard_name = upward_air_velocity
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
air_pressure_at_sea_level (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height_above_msl × time
Attributes:
_FillValue = 9.96921e36
long_name = Mean Sea Level Pressure (MSLP)
standard_name = air_pressure_at_sea_level
units = Pa
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
lwe_thickness_of_atmosphere_mass_content_of_water_vapor (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × surface × time
Attributes:
_FillValue = 9.96921e36
long_name = Precipitable water
standard_name = lwe_thickness_of_atmosphere_mass_content_of_water_vapor
units = m
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
precipitation_amount_acc (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Accumulated total precipitation
standard_name = precipitation_amount
units = kg/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
snowfall_amount_acc (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Total accumulated solid precipitation (snow+graupel+hail)
standard_name = snowfall_amount
units = kg/m^2
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
wind_speed_of_gust (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height2 × time
Attributes:
_FillValue = 9.96921e36
long_name = Wind gust
standard_name = wind_speed_of_gust
units = m/s
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
altitude_of_0_degree_isotherm (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × isotherm_0C_level × time
Attributes:
_FillValue = 9.96921e36
long_name = Altitude of 0-degree isotherm
units = m
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
fog_area_fraction (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Fog
metno_name = fog_area_fraction
units = 1
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
SFX_TICE_01 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
standard_name = sea_ice_temperature
long_name = Sea_ice_temperature_in_layer_1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_TICE_02 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
standard_name = sea_ice_temperature
long_name = Sea_ice_temperature_in_layer_2
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_SIC (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × mean_sea_level × time
Attributes:
standard_name = sea_ice_area_fraction
long_name = Sea_ice_fraction
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
SFX_SST (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × mean_sea_level × time
Attributes:
units = K
standard_name = sea_surface_temperature
long_name = Sea Surface Temperature (SST)
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
SFX_X001TG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = K
standard_name = soil_temperature
long_name = Soil temperature layer 1 for patch 1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002TG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = K
standard_name = soil_temperature
long_name = Soil temperature layer 1 for patch 2
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X001TG2 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = K
standard_name = soil_temperature
long_name = Soil temperature layer 2 for patch 1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002TG2 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = K
standard_name = soil_temperature
long_name = Soil_temp_layer_2
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X001WG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m3/m3
long_name = Soil moisture layer 1 for nature tile for patch 1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002WG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m3/m3
long_name = Soil moisture later 1 for nature tile for patch 2
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X001WG2 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m3/m3
long_name = Soil moisture layer 2 for patch 1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002WG2 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m3/m3
long_name = Soil moisture layer 2 for patch 2
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X001WSN_VEG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = kg/m2
standard_name = liquid_water_content_of_surface_snow
long_name = Snow Water Equivalent layer 1 for patch 1 on nature tile
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002WSN_VEG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = kg/m2
standard_name = liquid_water_content_of_surface_snow
long_name = Snow Water Equivalent layer 1 for patch 2 on nature tile
_FillValue = 9.96921e36
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X001RSN_VEG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = kg/m3
standard_name = snow_density
long_name = Snow_density_layer_1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_X002RSN_VEG1 (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = kg/m3
standard_name = snow_density
long_name = Snow_density_layer_1
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_WSN_T_ISBA (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = kg/m2
standard_name = liquid_water_content_of_surface_snow
long_name = Snow Water Equivalent Total
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_DSN_T_ISBA (949 × 1069 × 30 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m
long_name = Snow depth
_FillValue = 9.96921e36
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_Z0 (949 × 1069 × 30 × 62)
Datatype: Float32 (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m
long_name = Roughness length for momentum
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
SFX_Z0H (949 × 1069 × 30 × 62)
Datatype: Float32 (Float32)
Dimensions: x × y × ensemble_member × time
Attributes:
units = m
long_name = Roughness Length For Heat
institution = MetCoOp
model = Variable from the External Surface model SURFEX
comment = Variable is named as in source code but with the prefix SFX_
references = https://www.umr-cnrm.fr/surfex/
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1069, 949]
cloud_base_altitude (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × surface × time
Attributes:
_FillValue = 9.96921e36
long_name = Cloud base altitude
standard_name = cloud_base_altitude
units = m
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
visibility_in_air (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Visibility in air
standard_name = visibility_in_air
units = m
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
specific_convective_available_potential_energy (949 × 1069 × 30 × 1 × 62)
Datatype: Union{Missing, Float32} (Float32)
Dimensions: x × y × ensemble_member × height0 × time
Attributes:
_FillValue = 9.96921e36
long_name = Convective Available Potential Energy (CAPE)
standard_name = specific_convective_available_potential_energy
units = J/kg
grid_mapping = projection_lambert
coordinates = longitude latitude
_ChunkSizes = Int32[1, 1, 1, 1069, 949]
Global attributes
Conventions = CF-1.6
institution = Norwegian Meteorological Institute, MET Norway
creator_url = met.no
source = MEPS 2.5km
min_time = 2024-02-19 12:00:00Z
max_time = 2024-02-19
geospatial_lat_min = 49.8
geospatial_lat_max = 75.2
geospatial_lon_min = -18.1
geospatial_lon_max = 54.2
references = unknown
license = https://www.met.no/en/free-meteorological-data/Licensing-and-crediting
comment = For more information, please visit https://github.com/metno/NWPdocs/wiki
history = 2024-02-17T02:27:33 creation by fimex
DODS_EXTRA.Unlimited_Dimension = time