metobs_toolkit.dataset.Dataset.get_static_gee_point_data#

Dataset.get_static_gee_point_data(gee_static_manager: GEEStaticDatasetManager, update_metadata: bool = True, initialize_gee: bool = True) → DataFrame[source]#

Extract static data from GEE dataset at Stations locations.

Retrieve Google Earth Engine (GEE) point data of a static dataset, for the stations. The retrieved data is stored if overwrite is True.

Parameters:

  • gee_static_manager (GEEStaticDatasetManager) – An instance of GEEStaticDatasetManager representing the static GEE dataset to query.

  • update_metadata (bool, optional) – If True, the retrieved data will update existing data in the ´Station´’s metadata. Default is True.

  • initialize_gee (bool, optional) – If True, initializes the GEE API before fetching the data. Default is True.

Returns:

A DataFrame with the name of the station as index and de extracted value as a column.

Return type:

pandas.DataFrame

Notes

This method interacts with the GEE API to fetch metadata for the station’s location. Ensure that the GEE API is properly authenticated and initialized before using this method.

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