| { | |
| "model_version": "1.0", | |
| "model_type": "CNN-BiLSTM", | |
| "model_description": "A Convolutional Neural Network combined with a Bidirectional LSTM for forecasting surface downward longwave radiation.", | |
| "model-variation": "r2-0.8204", | |
| "model_path": "./model.keras", | |
| "scalers": { | |
| "y_scaler_path": "./scalers/y_scaler.pkl", | |
| "input_scalers_path": "./scalers/input_scalers.pkl" | |
| }, | |
| "metadata": { | |
| "initial_X_sequence_path": "./metadata/initial_X_sequence_for_forecast.npy", | |
| "model_metadata_path": "./metadata/model_metadata.json" | |
| }, | |
| "dataset": { | |
| "name": "clara-dataset", | |
| "description": "SDL - Surface downward longwave radiation", | |
| "temporal_resolution": "Monthly", | |
| "statistics": { | |
| "mean": true | |
| }, | |
| "spatial_resolution": { | |
| "type": "grid", | |
| "resolution": "0.25x0.25 degree" | |
| }, | |
| "temporal_coverage": { | |
| "start": "1979-01-01", | |
| "end": "2025-06-01" | |
| }, | |
| "geographic_coverage": { | |
| "latitude": { | |
| "min": 5.0, | |
| "max": 40.0 | |
| }, | |
| "longitude": { | |
| "min": 65.0, | |
| "max": 100.0 | |
| } | |
| } | |
| }, | |
| "last_known_date": "2025-06-01", | |
| "height": 140, | |
| "width": 140, | |
| "n_channels": 4, | |
| "TIMESTEPS": 12, | |
| "channel_names": [ | |
| "sdlr_value", | |
| "year_channel", | |
| "month_sin_channel", | |
| "month_cos_channel" | |
| ], | |
| "license": "CC BY-NC-SA-4.0" | |
| } |