deinal/seacast-data

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