Dataset Downloads
📦 Processed Data (Ready to Use)
All processed datasets are available for download. These have been cleaned, classified, and are ready for analysis.
| Dataset | Format | Size | Description | Download |
|---|---|---|---|---|
| Tidal Basins (Level 7) | GeoPackage | 380 MB | 16,189 tidal basins classified by Dürr typology | Download |
| Coastal Basins (Web) | GeoJSON | 5.1 MB | Simplified for web display | Download |
| Dürr Estuaries | GeoJSON | 1.8 MB | 6,226 estuaries with typology | Download |
| Baum Morphometry | GeoJSON | 50 KB | 271 large estuaries with measurements | Download |
| GlobSalt Stations | GeoJSON | 330 KB | 2,500 salinity monitoring stations | Download |
| DynQual Rivers | GeoJSON | 350 KB | 1,660 river segments with hydrology | Download |
| GCC Coastal | GeoJSON | 500 KB | 1,252 coastal characteristic segments | Download |
🗃️ Raw Data Sources
All analyses are based on peer-reviewed, open-access datasets:
| Dataset | Provider | DOI/Link | License | Purpose |
|---|---|---|---|---|
| GRIT v0.6 | Wortmann et al. 2025 | Link | CC-BY 4.0 | Global river network (20.5M segments) |
| HydroSHEDS BasinATLAS | WWF / McGill | Link | Free for non-commercial | Watershed boundaries (520K basins) |
| Dürr et al. (2011) | Dürr et al. | DOI | Academic use | Estuary typology (6,226 systems) |
| GlobSalt v2.0 | GEMS/Water, GRDC | Link | Public Domain | Salinity monitoring (22,937 stations) |
| DynQual | Jones et al. 2023 | DOI | CC-BY 4.0 | Global hydrology (10 km resolution) |
| GCC | Athanasiou et al. 2024 | DOI | CC-BY 4.0 | Coastal characteristics (728K segments) |
| OSM Water Layer | Yamazaki et al. 2018 | DOI | Open Data | Water polygon geometries |
📊 Machine Learning Models (Coming Soon)
ML models for salinity classification will be available after Phase 1 completion:
- Hybrid Random Forest Models (Coastal + Inland)
- Trained on 270K GlobSalt measurements
- Features: GRIT topology + DynQual + GCC
- Predicts Venice System salinity classes
- Status: 🔄 In Development