task_geo.dataset_builders.nasa.nasa_connector module

Functions

nasa_connector(df_locations, start_date[, …])

Retrieve meteorologic data from NASA.

nasa_data_loc(lat, lon, str_start_date, …)

Extract data for a single location.
task_geo.dataset_builders.nasa.nasa_connector.nasa_connector(df_locations, start_date, end_date=None, parms=None)[source]

Retrieve meteorologic data from NASA.

Given a dataset with columns country, region, sub_region, lon, and lat, for each geographic coordinate (lon, lat) corresponding to a place (specified if country, region, or sub_region) extract the time series of the desired data at the location.

df_locations(pandas.DataFrame): Dataset with columns lon, and lat start_date(datetime): Start date for the time series end_date(datetime): End date for the time series (optional) parms(list of strings): Desired data, accepted are ‘temperature’,

‘humidity’, and ‘pressure’ (optional)

pandas.DataFrame: Columns are country, region, sub_region (non-null),

lon, lat, date, and the desired data.

task_geo.dataset_builders.nasa.nasa_connector.nasa_data_loc(lat, lon, str_start_date, str_end_date, parms_str)[source]

Extract data for a single location.

Parameters

  • lat (string) –

  • lon (string) –

  • str_start_date (string) –

  • str_end_date (string) –

  • parms_str (string) –

Returns

df

Return type

pandas.DataFrame