{ "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" }