CamelsDE

class hy2dl.datasetzoo.camelsde.CAMELS_DE(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 Germany dataset] (https://doi.org/10.5281/zenodo.13837553) by [1] [2] .

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 DE.

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]

Loritz, R., Dolich, A., Acuña Espinoza, E., Ebeling, P., Guse, B., Götte, J., Hassler, S. K., Hauffe, C., Heidbüchel, I., Kiesel, J., Mälicke, M., Müller-Thomy, H., Stölzle, M., & Tarasova, L. (2024). CAMELS-DE: Hydro-meteorological time series and attributes for 1555 catchments in Germany. Earth System Science Data Discussions, 2024, 1–30. https://doi.org/10.5194/essd-2024-318

[2]

Dolich, A., Espinoza, E. A., Ebeling, P., Guse, B., Götte, J., Hassler, S., Hauffe, C., Kiesel, J., Heidbüchel, I., Mälicke, M., Müller-Thomy, H., Stölzle, M., Tarasova, L., & Loritz, R. (2024). CAMELS-DE: hydrometeorological time series and attributes for 1582 catchments in Germany (1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.13837553