easyclimate.field.boundary_layer¶
Submodules¶
Functions¶
Aerobulk without skin correction. |
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Aerobulk with skin correction. |
Package Contents¶
- easyclimate.field.boundary_layer.calc_turbulent_fluxes_without_skin_correction(sst_data: xarray.DataArray, sst_data_units: Literal['degC', 'degK', 'degF'], absolute_temperature_data: xarray.DataArray, absolute_temperature_data_units: Literal['degC', 'degK', 'degF'], specific_humidity_data: xarray.DataArray, specific_humidity_data_units: Literal['g/g', 'g/kg', 'kg/kg'], zonal_wind_speed_data: xarray.DataArray, meridional_wind_speed_data: xarray.DataArray, mean_sea_level_pressure_data: xarray.DataArray, mean_sea_level_pressure_data_units: Literal['hPa', 'Pa', 'mbar'], zonal_wind_speed_data_units: Literal['m/s'] = 'm/s', meridional_wind_speed_data_units: Literal['m/s'] = 'm/s', algorithm: Literal['coare3p0', 'coare3p6', 'ecmwf', 'ncar', 'andreas'] = 'coare3p0', height_for_temperature_specific_humidity: float = 2, height_for_wind: float = 10, iteration: int = 8, check_data_valid=True) xarray.Dataset¶
Aerobulk without skin correction.
Parameters¶
- sst_data:
xarray.DataArray. Bulk sea surface temperature.
- sst_data_units: Literal[“degC”, “degK”, “degF”]
The units of
sst_data.- absolute_temperature_data:
xarray.DataArray. Absolute air temperature at height
height_for_temperature_specific_humidity.- absolute_temperature_data_units: Literal[“degC”, “degK”, “degF”]
The units of
absolute_temperature_data.- specific_humidity_data:
xarray.DataArray. air humidity at
height_for_temperature_specific_humidity, given as specific humidity.- specific_humidity_data_units: Literal[“g/g”, “g/kg”, “kg/kg”]
The units of
specific_humidity_data.- zonal_wind_speed_data:
xarray.DataArray. zonal wind speed at
height_for_wind.- zonal_wind_speed_data_units: Literal[“m/s”]
The units of
zonal_wind_speed_data.- meridional_wind_speed_data:
xarray.DataArray. meridional wind speed at
height_for_wind.- meridional_wind_speed_data_units: Literal[“m/s”]
The units of
meridional_wind_speed_data.- mean_sea_level_pressure_data:
xarray.DataArray, optional mean sea-level pressure. ~101000 Pa, by default 101000.0.
- mean_sea_level_pressure_data_units: Literal[“hPa”, “Pa”, “mbar”]
The units of
mean_sea_level_pressure_data.- algorithm: Literal[“coare3p0”, “coare3p6”, “ecmwf”, “ncar”, “andreas”], default
coare3p0. Algorithm, can be one of:
"coare3p0","coare3p6","ecmwf","ncar","andreas".- height_for_temperature_specific_humidity: float
height (\(\mathrm{m}\)) for temperature and specific humidity of air.
- height_for_wind: float
height (\(\mathrm{m}\)) for wind (10m = traditional anemometric height).
- iteration: int
Number of iteration steps used in the algorithm.
Returns¶
- ql:
xarray.DataArray. Latent heat flux (\(\mathrm{W/m^2}\)).
- ql:
- qh:
xarray.DataArray. Sensible heat flux (\(\mathrm{W/m^2}\)).
- qh:
- taux:
xarray.DataArray. zonal wind stress (\(\mathrm{N/m^2}\)).
- taux:
- tauy:
xarray.DataArray. meridional wind stress (\(\mathrm{N/m^2}\)).
- tauy:
- evap:
xarray.DataArray. evaporation (\(\mathrm{mm/s}\)) aka (\(\mathrm{kg/m^2/s}\)) (usually \(< 0\), as ocean loses water).
- evap:
See also
Example(s) related to the function¶
- sst_data:
- easyclimate.field.boundary_layer.calc_turbulent_fluxes_skin_correction(sst_data: xarray.DataArray, sst_data_units: Literal['degC', 'degK', 'degF'], absolute_temperature_data: xarray.DataArray, absolute_temperature_data_units: Literal['degC', 'degK', 'degF'], specific_humidity_data: xarray.DataArray, specific_humidity_data_units: Literal['g/g', 'g/kg', 'kg/kg'], zonal_wind_speed_data: xarray.DataArray, meridional_wind_speed_data: xarray.DataArray, mean_sea_level_pressure_data: xarray.DataArray, mean_sea_level_pressure_data_units: Literal['hPa', 'Pa', 'mbar'], downwelling_shortwave_radiation: xarray.DataArray, downwelling_shortwave_radiation_units: Literal['W/m^2'], downwelling_longwave_radiation: xarray.DataArray, downwelling_longwave_radiation_units: Literal['W/m^2'], zonal_wind_speed_data_units: Literal['m/s'] = 'm/s', meridional_wind_speed_data_units: Literal['m/s'] = 'm/s', algorithm: Literal['coare3p0', 'coare3p6', 'ecmwf'] = 'coare3p0', height_for_temperature_specific_humidity: float = 2, height_for_wind: float = 10, iteration: int = 8, check_data_valid=True) xarray.Dataset¶
Aerobulk with skin correction.
Parameters¶
- sst_data:
xarray.DataArray. Bulk sea surface temperature.
- sst_data_units: Literal[“degC”, “degK”, “degF”]
The units of
sst_data.- absolute_temperature_data:
xarray.DataArray. Absolute air temperature at height
height_for_temperature_specific_humidity.- absolute_temperature_data_units: Literal[“degC”, “degK”, “degF”]
The units of
absolute_temperature_data.- specific_humidity_data:
xarray.DataArray. air humidity at
height_for_temperature_specific_humidity, given as specific humidity.- specific_humidity_data_units: Literal[“g/g”, “g/kg”, “kg/kg”]
The units of
specific_humidity_data.- zonal_wind_speed_data:
xarray.DataArray. zonal wind speed at
height_for_wind.- zonal_wind_speed_data_units: Literal[“m/s”]
The units of
zonal_wind_speed_data.- meridional_wind_speed_data:
xarray.DataArray. meridional wind speed at
height_for_wind.- meridional_wind_speed_data_units: Literal[“m/s”]
The units of
meridional_wind_speed_data.- mean_sea_level_pressure_data:
xarray.DataArray, optional mean sea-level pressure. ~101000 Pa, by default 101000.0.
- mean_sea_level_pressure_data_units: Literal[“hPa”, “Pa”, “mbar”]
The units of
mean_sea_level_pressure_data.- downwelling_shortwave_radiation:
xarray.DataArray. downwelling shortwave radiation at the surface (>0).
- downwelling_shortwave_radiation_units: Literal[“W/m^2”]
The units of
downwelling_shortwave_radiation.- downwelling_longwave_radiation:
xarray.DataArray. downwelling longwave radiation at the surface (>0).
- downwelling_longwave_radiation_units: Literal[“W/m^2”]
The units of
downwelling_longwave_radiation.- algorithm: Literal[“coare3p0”, “coare3p6”, “ecmwf”], default
coare3p0. Algorithm, can be one of:
"coare3p0","coare3p6","ecmwf".- height_for_temperature_specific_humidity: float
height (\(\mathrm{m}\)) for temperature and specific humidity of air.
- height_for_wind: float
height (\(\mathrm{m}\)) for wind (10m = traditional anemometric height).
- iteration: int
Number of iteration steps used in the algorithm.
Returns¶
- ql:
xarray.DataArray. Latent heat flux (\(\mathrm{W/m^2}\)).
- ql:
- qh:
xarray.DataArray. Sensible heat flux (\(\mathrm{W/m^2}\)).
- qh:
- taux:
xarray.DataArray. zonal wind stress (\(\mathrm{N/m^2}\)).
- taux:
- tauy:
xarray.DataArray. meridional wind stress (\(\mathrm{N/m^2}\)).
- tauy:
- t_s:
xarray.DataArray. skin temperature (\(\mathrm{K}\)).
- t_s:
- evap:
xarray.DataArray. evaporation (\(\mathrm{mm/s}\)) aka (\(\mathrm{kg/m^2/s}\)) (usually \(< 0\), as ocean loses water).
- evap:
See also
Example(s) related to the function¶
- sst_data: