Return To WxData Wiki Main Page
def gfs_hourly_point_forecast(latitude,
longitude,
days=7,
temperature_units='fahrenheit',
wind_speed_units='mph',
precipitation_units='inch',
variables=['temperature_2m',
'relative_humidity_2m',
'dew_point_2m',
'apparent_temperature',
'cape',
'precipitation',
'rain',
'snowfall',
'snow_depth',
'pressure_msl',
'surface_pressure',
'cloud_cover',
'cloud_cover_low',
'cloud_cover_mid',
'cloud_cover_high',
'visibility',
'evapotranspiration',
'et0_fao_evapotranspiration',
'vapour_pressure_deficit',
'weather_code',
'showers',
'wind_speed_10m',
'wind_speed_80m',
'wind_speed_120m',
'wind_speed_180m',
'wind_direction_10m',
'wind_direction_80m',
'wind_direction_120m',
'wind_direction_180m',
'temperature_80m',
'wind_gusts_10m',
'temperature_120m',
'temperature_180m',
'soil_temperature_0cm',
'soil_temperature_6cm',
'soil_temperature_18cm',
'soil_temperature_54cm',
'soil_moisture_0_to_1cm',
'soil_moisture_1_to_3cm',
'soil_moisture_3_to_9cm',
'soil_moisture_9_to_27cm',
'soil_moisture_27_to_81cm',
'temperature_1000hPa',
'temperature_925hPa',
'temperature_850hPa',
'temperature_700hPa',
'temperature_600hPa',
'temperature_500hPa',
'temperature_400hPa',
'temperature_300hPa',
'temperature_250hPa',
'temperature_200hPa',
'temperature_150hPa',
'temperature_100hPa',
'temperature_50hPa',
'temperature_30hPa',
'temperature_20hPa',
'temperature_10hPa',
'dew_point_1000hPa',
'dew_point_925hPa',
'dew_point_850hPa',
'dew_point_700hPa',
'dew_point_600hPa',
'dew_point_500hPa',
'dew_point_400hPa',
'dew_point_300hPa',
'dew_point_250hPa',
'dew_point_200hPa',
'dew_point_150hPa',
'dew_point_100hPa',
'dew_point_50hPa',
'dew_point_30hPa',
'dew_point_20hPa',
'dew_point_10hPa',
'relative_humidity_1000hPa',
'relative_humidity_925hPa',
'relative_humidity_850hPa',
'relative_humidity_700hPa',
'relative_humidity_600hPa',
'relative_humidity_500hPa',
'relative_humidity_400hPa',
'relative_humidity_300hPa',
'relative_humidity_250hPa',
'relative_humidity_200hPa',
'relative_humidity_150hPa',
'relative_humidity_100hPa',
'relative_humidity_50hPa',
'relative_humidity_30hPa',
'relative_humidity_20hPa',
'relative_humidity_10hPa',
'wind_speed_1000hPa',
'wind_speed_925hPa',
'wind_speed_850hPa',
'wind_speed_700hPa',
'wind_speed_600hPa',
'wind_speed_500hPa',
'wind_speed_400hPa',
'wind_speed_300hPa',
'wind_speed_250hPa',
'wind_speed_200hPa',
'wind_speed_150hPa',
'wind_speed_100hPa',
'wind_speed_50hPa',
'wind_speed_30hPa',
'wind_speed_20hPa',
'wind_speed_10hPa',
'wind_direction_1000hPa',
'wind_direction_925hPa',
'wind_direction_850hPa',
'wind_direction_700hPa',
'wind_direction_600hPa',
'wind_direction_500hPa',
'wind_direction_400hPa',
'wind_direction_300hPa',
'wind_direction_250hPa',
'wind_direction_200hPa',
'wind_direction_150hPa',
'wind_direction_100hPa',
'wind_direction_50hPa',
'wind_direction_30hPa',
'wind_direction_20hPa',
'wind_direction_10hPa',
'geopotential_height_1000hPa',
'geopotential_height_925hPa',
'geopotential_height_850hPa',
'geopotential_height_700hPa',
'geopotential_height_600hPa',
'geopotential_height_500hPa',
'geopotential_height_400hPa',
'geopotential_height_300hPa',
'geopotential_height_250hPa',
'geopotential_height_200hPa',
'geopotential_height_150hPa',
'geopotential_height_100hPa',
'geopotential_height_50hPa',
'geopotential_height_30hPa',
'geopotential_height_20hPa',
'geopotential_height_10hPa',
'cloud_cover_1000hPa',
'cloud_cover_925hPa',
'cloud_cover_850hPa',
'cloud_cover_700hPa',
'cloud_cover_600hPa',
'cloud_cover_500hPa',
'cloud_cover_400hPa',
'cloud_cover_300hPa',
'cloud_cover_250hPa',
'cloud_cover_200hPa',
'cloud_cover_150hPa',
'cloud_cover_100hPa',
'cloud_cover_50hPa',
'cloud_cover_30hPa',
'cloud_cover_20hPa',
'cloud_cover_10hPa',
'vertical_velocity_1000hPa',
'vertical_velocity_925hPa',
'vertical_velocity_850hPa',
'vertical_velocity_700hPa',
'vertical_velocity_600hPa',
'vertical_velocity_500hPa',
'vertical_velocity_400hPa',
'vertical_velocity_300hPa',
'vertical_velocity_250hPa',
'vertical_velocity_200hPa',
'vertical_velocity_150hPa',
'vertical_velocity_100hPa',
'vertical_velocity_50hPa',
'vertical_velocity_30hPa',
'vertical_velocity_20hPa',
'vertical_velocity_10hPa'],
proxies=None,
to_csv=False,
path=f"Open Meteo Data/NOAA/GFS",
filename=f"GFS_Data.csv"):
This function retrieves GFS time series 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=7. Amount of days to go out for the forecast. Maximum is 16.
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’, ‘relative_humidity_2m’, ‘dew_point_2m’, ‘apparent_temperature’, ‘cape’, ‘precipitation’, ‘rain’, ‘snowfall’, ‘snow_depth’, ‘pressure_msl’, ‘surface_pressure’, ‘cloud_cover’, ‘cloud_cover_low’, ‘cloud_cover_mid’, ‘cloud_cover_high’, ‘visibility’, ‘evapotranspiration’, ‘et0_fao_evapotranspiration’, ‘vapour_pressure_deficit’, ‘weather_code’, ‘showers’, ‘wind_speed_10m’, ‘wind_speed_80m’, ‘wind_speed_120m’, ‘wind_speed_180m’, ‘wind_direction_10m’, ‘wind_direction_80m’, ‘wind_direction_120m’, ‘wind_direction_180m’, ‘temperature_80m’, ‘wind_gusts_10m’, ‘temperature_120m’, ‘temperature_180m’, ‘soil_temperature_0cm’, ‘soil_temperature_6cm’, ‘soil_temperature_18cm’, ‘soil_temperature_54cm’, ‘soil_moisture_0_to_1cm’, ‘soil_moisture_1_to_3cm’, ‘soil_moisture_3_to_9cm’, ‘soil_moisture_9_to_27cm’, ‘soil_moisture_27_to_81cm’, ‘temperature_1000hPa’, ‘temperature_925hPa’, ‘temperature_850hPa’, ‘temperature_700hPa’, ‘temperature_600hPa’, ‘temperature_500hPa’, ‘temperature_400hPa’, ‘temperature_300hPa’, ‘temperature_250hPa’, ‘temperature_200hPa’, ‘temperature_150hPa’, ‘temperature_100hPa’, ‘temperature_50hPa’, ‘temperature_30hPa’, ‘temperature_20hPa’, ‘temperature_10hPa’, ‘dew_point_1000hPa’, ‘dew_point_925hPa’, ‘dew_point_850hPa’, ‘dew_point_700hPa’, ‘dew_point_600hPa’, ‘dew_point_500hPa’, ‘dew_point_400hPa’, ‘dew_point_300hPa’, ‘dew_point_250hPa’, ‘dew_point_200hPa’, ‘dew_point_150hPa’, ‘dew_point_100hPa’, ‘dew_point_50hPa’, ‘dew_point_30hPa’, ‘dew_point_20hPa’, ‘dew_point_10hPa’, ‘relative_humidity_1000hPa’, ‘relative_humidity_925hPa’, ‘relative_humidity_850hPa’, ‘relative_humidity_700hPa’, ‘relative_humidity_600hPa’, ‘relative_humidity_500hPa’, ‘relative_humidity_400hPa’, ‘relative_humidity_300hPa’, ‘relative_humidity_250hPa’, ‘relative_humidity_200hPa’, ‘relative_humidity_150hPa’, ‘relative_humidity_100hPa’, ‘relative_humidity_50hPa’, ‘relative_humidity_30hPa’, ‘relative_humidity_20hPa’, ‘relative_humidity_10hPa’, ‘wind_speed_1000hPa’, ‘wind_speed_925hPa’, ‘wind_speed_850hPa’, ‘wind_speed_700hPa’, ‘wind_speed_600hPa’, ‘wind_speed_500hPa’, ‘wind_speed_400hPa’, ‘wind_speed_300hPa’, ‘wind_speed_250hPa’, ‘wind_speed_200hPa’, ‘wind_speed_150hPa’, ‘wind_speed_100hPa’, ‘wind_speed_50hPa’, ‘wind_speed_30hPa’, ‘wind_speed_20hPa’, ‘wind_speed_10hPa’, ‘wind_direction_1000hPa’, ‘wind_direction_925hPa’, ‘wind_direction_850hPa’, ‘wind_direction_700hPa’, ‘wind_direction_600hPa’, ‘wind_direction_500hPa’, ‘wind_direction_400hPa’, ‘wind_direction_300hPa’, ‘wind_direction_250hPa’, ‘wind_direction_200hPa’, ‘wind_direction_150hPa’, ‘wind_direction_100hPa’, ‘wind_direction_50hPa’, ‘wind_direction_30hPa’, ‘wind_direction_20hPa’, ‘wind_direction_10hPa’, ‘geopotential_height_1000hPa’, ‘geopotential_height_925hPa’, ‘geopotential_height_850hPa’, ‘geopotential_height_700hPa’, ‘geopotential_height_600hPa’, ‘geopotential_height_500hPa’, ‘geopotential_height_400hPa’, ‘geopotential_height_300hPa’, ‘geopotential_height_250hPa’, ‘geopotential_height_200hPa’, ‘geopotential_height_150hPa’, ‘geopotential_height_100hPa’, ‘geopotential_height_50hPa’, ‘geopotential_height_30hPa’, ‘geopotential_height_20hPa’, ‘geopotential_height_10hPa’, ‘cloud_cover_1000hPa’, ‘cloud_cover_925hPa’, ‘cloud_cover_850hPa’, ‘cloud_cover_700hPa’, ‘cloud_cover_600hPa’, ‘cloud_cover_500hPa’, ‘cloud_cover_400hPa’, ‘cloud_cover_300hPa’, ‘cloud_cover_250hPa’, ‘cloud_cover_200hPa’, ‘cloud_cover_150hPa’, ‘cloud_cover_100hPa’, ‘cloud_cover_50hPa’, ‘cloud_cover_30hPa’, ‘cloud_cover_20hPa’, ‘cloud_cover_10hPa’, ‘vertical_velocity_1000hPa’, ‘vertical_velocity_925hPa’, ‘vertical_velocity_850hPa’, ‘vertical_velocity_700hPa’, ‘vertical_velocity_600hPa’, ‘vertical_velocity_500hPa’, ‘vertical_velocity_400hPa’, ‘vertical_velocity_300hPa’, ‘vertical_velocity_250hPa’, ‘vertical_velocity_200hPa’, ‘vertical_velocity_150hPa’, ‘vertical_velocity_100hPa’, ‘vertical_velocity_50hPa’, ‘vertical_velocity_30hPa’, ‘vertical_velocity_20hPa’, ‘vertical_velocity_10hPa’]
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} wth {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 GFS time series forecast for a given point of latitude/longitude.