---
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