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---
license: mit
---
# Dataset for Accurate Mediterranean Sea Forecasting via Graph-based Deep Learning
This repo contains the dataset to get started with SeaCast and reproduce published results.
The file structure is as follows:
```
model_weights/
graphs/
data/
└── mediterranean/
└── samples/
├── test/
├── train/ (*202310* files)
└── val/ (*202403* files)
├── observations/
├── metrics/
└── static/
```
where the folders contain:
- `model_weights`: SeaCast model weights
- `graphs`: hierarchical graphs for the Mediterranean Sea
- `test`: test set from July to December 2024
- `train`: training subset from October 2023
- `val`: validation subset from March 2024
- `observations`: satellite and in-situ measurements for evaluation
- `metrics`: precalculated metrics
- `static`: static data to run SeaCast |