def ecmwf_high_res_ifs_wave_ens(final_forecast_hour=144,
western_bound=-180,
eastern_bound=180,
northern_bound=90,
southern_bound=-90,
step=3,
proxies=None,
process_data=True,
clear_recycle_bin=False,
custom_directory=None,
notifications='off',
source='ecmwf',
clear_data=False,
variables=['mean zero-crossing wave period',
'significant wave height',
'mean wave direction',
'mean wave period',
'peak wave period'],
members=[1, 2, 3, 4, 5, 6, 7, 8, 9, 10,
11, 12, 13, 14, 15, 16, 17, 18, 19, 20,
21, 22, 23, 24, 25, 26, 27, 28, 29, 30,
31, 32, 33, 34, 35, 36, 37, 38, 39, 40,
41, 42, 43, 44, 45, 46, 47, 48, 49, 50],
to_netcdf=False,
netcdf_path=f"ECMWF High Resolution IFS WAVE ENSEMBLE/NETCDF",
netcdf_filename=f"ecmwf_high_res_ifs_wave_ensemble.nc",
delete_previous_netcdf_file=True,
return_values=True):
This function is the main client that downloads and processes ECMWF High Resolution IFS Wave Ensemble data.
This client can do the following:
1) Download ECMWF High Resolution IFS Wave Ensemble data from ECMWF Open-Data, Amazon Web Services and Google Cloud servers.
2) Query your download by downloading only the variables, levels and ensemble members needed.
3) Subset the GRIB data into a user-specified bounding box and decode the GRIB2 keys into plain-language.
4) Convert the xarray.array of decoded GRIB2 data into a NETCDF (.nc) file.
5) Manages the ECMWF High Resolution IFS Wave Ensemble files in the local directory.
6) Handle user-specified proxy-server protocol - Useful for users working on VPN connections and behind firewalls.
7) Automatically Rotate between ECMWF Open-Data, Amazon Web Services and Google Cloud in the event of significant server connection issues.
8) Validates the download and helps the user troubleshoot if needed.
These ECMWF end-to-end clients can download ECMWF data from the following sources:
i) ECMWF Open-Data Server
ii) Amazon AWS Server
iii) Google Cloud Server
If the server of your choice is down, the client will rotate to another one and try scanning for data and downloading there. If the client cannot connect to any of the servers, the system will exit.
1) final_forecast_hour (Integer) - Default = 360.
00z and 12z ECMWF High Resolution IFS Wave Ensemble Runs
3-Hourly Increments from hour 0 to hour 144.
6-Hourly Increments from hour 144 to hour 360
06z and 18z ECMWF High Resolution IFS Wave Ensemble Runs
3-Hourly Increments from hour 0 to hour 144.
2) western_bound (Float or Integer) - Default=-180. The western bound of the data needed.
3) eastern_bound (Float or Integer) - Default=180. The eastern bound of the data needed.
4) northern_bound (Float or Integer) - Default=90. The northern bound of the data needed.
5) southern_bound (Float or Integer) - Default=-90. The southern bound of the data needed.
6) step (Integer) - Default=3. The time increment of the data. Options are 3hr and 6hr.
7) proxies (dict or None) - Default=None. If the user is using proxy server(s), the user must change the following:
proxies=None ---> proxies={
'http':'http://your-proxy-address:port',
'https':'http://your-proxy-address:port'
}
8) process_data (Boolean) - Default=True. When set to True, WxData will preprocess the model data. If the user wishes to process the data via their own external method, set process_data=False which means the data will be downloaded but not processed.
9) clear_recycle_bin (Boolean) - (Default=False). Set to True to clear your recycle bin.
10) convert_temperature (Boolean) - Default=True. When set to True, the temperature related fields will be converted from Kelvin to either Celsius or Fahrenheit. When False, this data remains in Kelvin.
11) convert_to (String) - Default=’celsius’. When set to ‘celsius’ temperature related fields convert to Celsius. Set convert_to=’fahrenheit’ for Fahrenheit.
12) custom_directory (String or None) - Default=None. The directory path where the ECMWF IFS Wave Ensemble files will be saved to. Default = “ECMWF/IFS/HIGH RES WAVE ENSEMBLE”
13) notifications (String) - Default=’off’. Notification when a file is downloaded and saved to {path}
14) source (String) - Default=’ecmwf’. The data server choice.
***Data Sources***
i) ECMWF Open-Data Server = 'ecmwf'
i) Amazon AWS Server = 'aws'
iii) Google Cloud Server = 'google'
If the client is unable to connect to the server the user specified, it will rotate to the next server and try to establish a connection there.
15) clear_data (Boolean) - Default=False. When set to False, the scanner safe-guard remains in place (recommended for most users). When set to True, the scanner safe-guard is disabled and directory branch is cleared and new data is downloaded.
16) variables (String List) - Default is all variables. The list of variable names in plain-language.
***Variables***
```python
'mean zero-crossing wave period'
'significant wave height'
'mean wave direction'
'mean wave period'
'peak wave period'
```
17) to_netcdf (Boolean) - Default=False. When set to True, the xarray.array in GRIB2 format and will be written to a netCDF (.nc) file.
18) netcdf_path (String) - Default=’ECMWF High Resolution IFS WAVE ENSEMBLE/NETCDF’. The directory where the converted netCDF (.nc) file will be written to.
19) netcdf_filename (String) - Default=’ecmwf_high_res_ifs_wave_ensemble.nc’. The name of the netCDF (.nc) file. A good practice is to name this netCDF file using the variable name.
20) delete_previous_netcdf_file (Boolean) - Default=True. When set to True the previous netCDF (.nc) will be deleted before writing a new netCDF file. For users who want to archive all data set this to False.
21) return_values (Boolean) - Default=True. When set to True, an xarray.array is returned. Set to False to have no values returned.
Returns
An xarray.data array with post-processed GRIB2 Variable Keys into Plain Language Variable Keys
Plain Language ECMWF High Resolution IFS Wave Ensemble Variable Keys (After Post-Processing)
'mean_zero_crossing_wave_period'
'significant_height_of_combined_waves_and_swell'
'mean_wave_direction'
'peak_wave_period'
'mean_wave_period'