CamelsCH

class hy2dl.datasetzoo.camelsch.CAMELS_CH(cfg: Config, time_period: str, gauge_id: str | list[str] | None = None)

Bases: BaseDataset

Class to process data from [version 1.0.0 of the CAMELS Switzerland dataset] (https://10.5194/essd-15-5755-2023) by [1].

The class inherits from BaseDataset to execute the operations on how to load and process the data. However here we code the _read_attributes and _read_data methods, that specify how we should read the information from CAMELS CH.

Parameters:

• cfg (Config) – Configuration file.

• period ({'training', 'validation', 'testing'}) – Defines the period for which the data will be loaded.

• gauge_id (Optional[str | list[str]], default=None) – Id of gauge(s) to be loaded.

References

[1]

Höge, M., Kauzlaric, M., Siber, R., Schönenberger, U., Horton, P., Schwanbeck, J., Floriancic, M. G., Viviroli, D., Wilhelm, S., Sikorska-Senoner, A. E., Addor, N., Brunner, M., Pool, S., Zappa, M., and Fenicia, F.: CAMELS-CH: hydro-meteorological time series and landscape attributes for 331 catchments in hydrologic Switzerland, Earth Syst. Sci. Data, 15, 5755–5784, https://doi.org/10.5194/essd-15-5755-2023, 2023.