Repository for reading the dataset European Cloud Cover (ECC). Available at https://datasets.simula.no/ecc-dataset/. The repositoriy also contains necessary code and examples if you wish to regridd you own cloud cover.
- Read_ECC.ipynb - Notebook for reading the dataset into a pandas dataframe.
- utils.py - utilities for reading data.
- environment.yml - specifications of package necessary to run the notebooks.
- calc_fractional_cover.py - contains functionality used when regridding data.
- Regridd_NC_GRB_to_ECC.ipynb - Notebook with examples on regridding data originating on both netcdft and grb format.
- Verifying_regridding.ipynb - Notebook with example verifying that the regridding detected the correct pixels.
git clone https://github.com/simula/european-cloud-cover.git # clone project
conda env create -f environment.yml # create project enviornment
conda activate ECC # actovate project enviornment
jupyter lab # launch jupyter labGo to https://datasets.simula.no/ecc-dataset/ and download the dataset as zip-file. Use the following command to create a empty directory at the same level as you cloned ECC.
mkdir ECC_DATAExtract the data here. The resulting filestructure is as folllow
├── projectfolder
│ ├── european-cloud-cover
│ │ └── Read_ECC.ipynb
│ │ └── utils.py
│ │ └── README.md
│ │ └── environment.yml
│ │ └── Regridd_NC_GRB_to_ECC.ipynb
│ │ └── calc_fractional_cover.py
| | └── Verifying_regridding.ipynb
│ │ └── regridding_info
│ │ └── ERA5_grid_resample_includes_changes_to_indexes_from_30.0_35.0.json
│ │ └── ERA5_grid_resample_includes_changes_to_indexes_from_35.0_40.0.json
│ │ └── ERA5_grid_resample_includes_changes_to_indexes_from_40.0_45.0.json
│ │ └── ERA5_grid_resample_includes_changes_to_indexes_from_45.0_50.0.json
│ │ └── ERA5_grid_resample_includes_changes_to_indexes_from_50.0_55.0.json
│ └── ECC_DATA
│ └── data
Please contact hannasv@math.uio.no, michael@simula.no, or hugoh@oslomet.no for any questions regarding the dataset.