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