GEEDatasetManagers

A GEEDatasetManager is a class that handles the interaction between metobs_toolkit and a specific dataset on Google Earth Engine. No modeldata is stored in the managers.

There are two GEEDatasetManagers:

• GEEStaticDatasetManager: Reference to a dataset on GEE that does not have a time-dimension.

• GEEDynamicDatasetManager: Reference to a dataset on GEE with a time dimension. ModelObstype``s are used to map a dataset band to an equivalent ``Obstype.

Constructors

GEEStaticDatasetManager(name, location, ...)	Class for working with static GEE modeldatasets.
GEEDynamicDatasetManager(name, location, ...)	Class for working with Dynamic GEE modeldatasets.

Methods for Static dataset managers

A summary of all methods in the GEEStaticDatasetManager class.

GEEStaticDatasetManager.get_info([printout])	Print out detailed information of the GeeStaticDataset.
GEEStaticDatasetManager.extract_static_point_data(metadf)	Extract point values at the locations in the metadata.
GEEStaticDatasetManager.extract_static_buffer_frac_data(...)	Extract cover frequencies in circular buffers at stations.
GEEStaticDatasetManager.make_gee_plot(metadf)	Make an interactive spatial plot of the GEE dataset and the stations.

Methods for Dynamic dataset managers

A summary of all methods in the GEEDynamicDatasetManager class.

GEEDynamicDatasetManager.get_info([printout])	Print out detailed information about the GeeDynamicDataset.
GEEDynamicDatasetManager.add_modelobstype(...)	Add a new ModelObstype to the GeeDynamicDataset.
GEEDynamicDatasetManager.extract_timeseries_data(...)	Extract timeseries data and set the modeldf.
GEEDynamicDatasetManager.make_gee_plot(...)	Make an interactive spatial plot of the GEE dataset and the stations.

Special methods

The DatasetManager classes implements several Python special methods for convenience:

• __str__ and __repr__: String representations for printing and debugging.