Poseidon: Dataset
This is a sample of the original dataset associated with the paper "The Physical Limit of Neural Hypoxia Detection in the Black Sea from Satellite Observations". Source data The full original datasets are available from the Copernicus Marine Service:</
This is a sample of the original dataset associated with the paper “The Physical Limit of Neural Hypoxia Detection in the Black Sea from Satellite Observations”.
Source data
The full original datasets are available from the Copernicus Marine Service:
- Physics: https://data.marine.copernicus.eu/product/BLKSEA_MULTIYEAR_PHY_007_004/description
- Biogeochemistry: https://data.marine.copernicus.eu/product/BLKSEA_MULTIYEAR_BGC_007_005/description
Dataset construction
This dataset was built from the two sources above by extracting matching latitude, longitude, and depth level coordinates (see the GitHub repository for the full preprocessing pipeline). Each variable was then standardized using the per-level mean and standard deviation computed over the full dataset.
Content
This sample covers the period 2019-01-01 to 2019-04-01 (three months), which can be used for training, validation, and testing by splitting across months.
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Files are hosted on the source repository. Click download to access the full dataset.