### Weathertype Reconstruction using Machine Learning Approaches
### Readme
### 29.03.2024

### Description
This database contains the code and data used for weather type reconstruction in the paper by Pfister et al. (2024). 
The following documents are provided:
- CAP9_reconstructions_1728-2020.csv:   the full reconstruction of CAP9 weather types from 1728 to 2020 
                                        (most likely weather types with according probabilities)
- WTrec_reconstruction.ipynb:           Jupyter notebook containing the code for training and evaluation of 
                                        the neural networks used for the weather type reconstruction
- WTrec_DummyTrainingData.csv:          Dummy station observation and weather type dataset used in the code
- NN_models:                            Folder containing the keras models described in the paper