mlair.helpers.data_sources
¶
Data Sources.
The module data_sources collects different data sources, namely ERA5, TOAR-Data v1 (JOIN), and TOAR-Data v2
Submodules¶
Package Contents¶
Functions¶
|
Download data from TOAR database using the JOIN interface or load local era5 data. |
Attributes¶
-
mlair.helpers.data_sources.
__date__
= 2023-06-01¶
-
mlair.helpers.data_sources.
download_data
(file_name: str, meta_file: str, station, statistics_per_var, sampling, store_data_locally=True, data_origin: Dict = None, time_dim=DEFAULT_TIME_DIM, target_dim=DEFAULT_TARGET_DIM, iter_dim=DEFAULT_ITER_DIM, window_dim=DEFAULT_WINDOW_DIM, era5_data_path=None, era5_file_names=None, ifs_data_path=None, ifs_file_names=None) → [xarray.DataArray, pandas.DataFrame]¶ Download data from TOAR database using the JOIN interface or load local era5 data.
Data is transformed to a xarray dataset. If class attribute store_data_locally is true, data is additionally stored locally using given names for file and meta file.
- Parameters
file_name – name of file to save data to (containing full path)
meta_file – name of the meta data file (also containing full path)
- Returns
downloaded data and its meta data