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def ec46_daily_point_forecast_all_members(latitude,
longitude,
days=46,
temperature_units='fahrenheit',
wind_speed_units='mph',
precipitation_units='inch',
variables=['temperature_2m_max',
'temperature_2m_min',
'temperature_2m_mean',
'apparent_temperature_min',
'apparent_temperature_mean',
'apparent_temperature_max',
'relative_humidity_2m_min',
'relative_humidity_2m_mean',
'relative_humidity_2m_max',
'dew_point_2m_min',
'dew_point_2m_mean',
'dew_point_2m_max',
'precipitation_sum',
'rain_sum',
'showers_sum',
'snowfall_sum',
'snowfall_water_equivalent_sum',
'surface_pressure_min',
'pressure_msl_min',
'pressure_msl_mean',
'pressure_msl_max',
'surface_pressure_max',
'surface_pressure_mean',
'sea_surface_temperature_mean',
'sea_surface_temperature_max',
'sea_surface_temperature_min',
'cloud_cover_min',
'cloud_cover_mean',
'cloud_cover_max',
'et0_fao_evapotranspiration_sum',
'shortwave_radiation_sum',
'sunrise',
'sunset',
'weather_code',
'wet_bulb_temperature_2m_min',
'wet_bulb_temperature_2m_mean',
'wet_bulb_temperature_2m_max',
'wind_speed_10m_mean',
'wind_speed_10m_min',
'wind_speed_10m_max',
'wind_speed_100m_mean',
'wind_speed_100m_min',
'wind_speed_100m_max',
'wind_speed_200m_max',
'wind_speed_200m_mean',
'wind_speed_200m_min',
'wind_gusts_10m_min',
'wind_gusts_10m_mean',
'wind_gusts_10m_max',
'wind_direction_10m_dominant',
'wind_direction_100m_dominant',
'wind_direction_200m_dominant',
'soil_temperature_0_to_7cm_mean',
'soil_temperature_7_to_28cm_mean',
'soil_temperature_28_to_100cm_mean',
'soil_temperature_100_to_255cm_mean',
'soil_moisture_0_to_7cm_mean',
'soil_moisture_7_to_28cm_mean',
'soil_moisture_28_to_100cm_mean',
'soil_moisture_100_to_255cm_mean'],
proxies=None,
to_csv=False,
path=f"Open Meteo Data/ECMWF/EC46/Daily",
filename=f"EC46_Members_Data.csv"):
This function retrieves ECMWF EC46 Seasonal Forecast time series all ensemble members forecast from the Open-Meteo API for a given point of latitude/longitude.
Required Arguments:
1) latitude (Float or Integer) - Latitude in decimal degrees.
2) longitude (Float or Integer) - Longitude in decimal degrees.
Optional Arguments:
1) days (Integer) - Default=46. Amount of days to go out for the forecast. Maximum is 46.
2) temperature_units (String) - Default=’fahrenheit’. The units for temperature.
Valid Temperature Units
-----------------------
1) fahrenheit
2) celsius
3) wind_speed_units (String) - Default=’mph’. The units for wind speed.
Valid Wind Speed Units
----------------------
1) mph - miles per hour
2) kmh - kilometers per hour
3) ms - meters per second
4) kn - knots
4) precipitation_units (String) - Default=’inch’. The units for precipitation amounts.
Valid Precipitation Units
-------------------------
1) inch - inches
2) mm - millimeters
5) variables (String List) - Default=[‘temperature_2m_max’, ‘temperature_2m_min’, ‘temperature_2m_mean’, ‘apparent_temperature_min’, ‘apparent_temperature_mean’, ‘apparent_temperature_max’, ‘relative_humidity_2m_min’, ‘relative_humidity_2m_mean’, ‘relative_humidity_2m_max’, ‘dew_point_2m_min’, ‘dew_point_2m_mean’, ‘dew_point_2m_max’, ‘precipitation_sum’, ‘rain_sum’, ‘showers_sum’, ‘snowfall_sum’, ‘snowfall_water_equivalent_sum’, ‘surface_pressure_min’, ‘pressure_msl_min’, ‘pressure_msl_mean’, ‘pressure_msl_max’, ‘surface_pressure_max’, ‘surface_pressure_mean’, ‘sea_surface_temperature_mean’, ‘sea_surface_temperature_max’, ‘sea_surface_temperature_min’, ‘cloud_cover_min’, ‘cloud_cover_mean’, ‘cloud_cover_max’, ‘et0_fao_evapotranspiration_sum’, ‘shortwave_radiation_sum’, ‘sunrise’, ‘sunset’, ‘weather_code’, ‘wet_bulb_temperature_2m_min’, ‘wet_bulb_temperature_2m_mean’, ‘wet_bulb_temperature_2m_max’, ‘wind_speed_10m_mean’, ‘wind_speed_10m_min’, ‘wind_speed_10m_max’, ‘wind_speed_100m_mean’, ‘wind_speed_100m_min’, ‘wind_speed_100m_max’, ‘wind_speed_200m_max’, ‘wind_speed_200m_mean’, ‘wind_speed_200m_min’, ‘wind_gusts_10m_min’, ‘wind_gusts_10m_mean’, ‘wind_gusts_10m_max’, ‘wind_direction_10m_dominant’, ‘wind_direction_100m_dominant’, ‘wind_direction_200m_dominant’, ‘soil_temperature_0_to_7cm_mean’, ‘soil_temperature_7_to_28cm_mean’, ‘soil_temperature_28_to_100cm_mean’, ‘soil_temperature_100_to_255cm_mean’, ‘soil_moisture_0_to_7cm_mean’, ‘soil_moisture_7_to_28cm_mean’, ‘soil_moisture_28_to_100cm_mean’, ‘soil_moisture_100_to_255cm_mean’]
6) proxies (dict or None) - Default=None. If the user is using a proxy server, the user must change the following:
proxies=None ---> proxies={
'http':'http://your-proxy-address:port',
'https':'http://your-proxy-address:port'
}
7) to_csv (Boolean) - Default=False. When set to True the data will be saved as a CSV file to {path} with {filename}
8) path (String) - The path where the CSV file is saved to.
9) filename (String) - The filename for the CSV file.
Returns
A Pandas.DataFrame of the ECMWF EC46 Seasonal Forecast time series forecast for a given point of latitude/longitude.