Scientific Integrity & Transparency
Data Sources & Lineage Workspace
Complete provenance records, authoritative providers, NetCDF accession paths, and sensor lineage for all measurements in OceanEmbed.
Scientific Data Sources & Provenance
Authoritative Ocean Datasets & Accession Lineage
Transparent Lineage
| VARIABLE | CLASSIFICATION | AUTHORITATIVE SOURCE | DATASET | SPATIAL / TEMPORAL | LINEAGE ACTION |
|---|---|---|---|---|---|
| In-situ Ocean Profiles | 🟢 OBSERVED | Global Argo / INCOIS | Argo Float CTD Network | 0–2000 m continuous · 10-day cycle | |
| Subsurface Temp & Salinity | 🔵 MODEL / REANALYSIS | Copernicus Marine (CMEMS) | GLORYS12V1 Physical Reanalysis | 0.083° (~9 km) · Daily · 35 depths | |
| AI Subsurface Profiles | 🟡 AI RECONSTRUCTED | OceanEmbed AI Engine | OceanProfileNet (PyTorch MLP + MC Dropout) | 0–902.5 m · 95% Confidence Intervals | |
| Sea Surface Temperature | 🔵 MODEL / REANALYSIS | UK Met Office / Copernicus | OSTIA Satellite SST Analysis | 0.05° (~5 km) · Daily continuous | |
| Surface Winds (10m) | 🔵 MODEL / REANALYSIS | NASA / REMSS | CCMP Ocean Surface Wind Analysis | 0.25° · 6-hourly (surface 10m only) | |
| Sea Level Anomaly (SLA) | 🔵 MODEL / REANALYSIS | Copernicus / AVISO+ | DUACS Multi-Satellite Altimetry | 0.25° · Daily gridded topography |