class eocrops.inputs.meteoblue.WeatherDownload(api_key, shapefile, id_column, timestamp_column, queryBackbone=None)

Bases: object

Define the request to download weather data from ERA5 using meteoblue api

Parameters:

api_keystr

Meteoblue API

shapefilegpd.GeoDataFrame

Shapefile with point or polygon geometry. Each observation is a request to obtain the associated meteorological data.

id_columnstr

Column from the shapefile containing the identifier of each observation. The output file will have this identifier also.

time_intervaltuple

Time interval (yyyy-mm-dd, yyyy-mm-dd)

queryBackbonedict

Dictionary containing the query backbone of meteoblue. By default, it is None as we defined it an example.

Methods

execute(query[, conc_req])

Download Meteoblue data given a query and a time interval

execute(query, conc_req=5)

Download Meteoblue data given a query and a time interval

Parameters:

querydict

Dictionary of agroclimatic variables

self.time_intervaltuple

Time interval to extract the data

conc_reqint

Maximum number of requests in concurrency

Returns:

pd.DataFrame with weather data associated to each observation.