OceanEmbed | 3D Subsurface Explorer

Real-Time Reconstruction from Satellite Observations — North Indian Ocean
LIVE -- SIH26066
Depth
0m
0100200300450
Temperature (°C)
----
Drag to rotate · Scroll to zoom · Click ocean or minimap to inspect
Time Machine — LIVE
——
Location Map · North Indian Ocean
Click map or 3D view to select · © Esri
Initializing 3D ocean scene...
OceanEmbed · AttentionUNet3D

Real-Time Data Source

Click to fetch current conditions

Temperature vs Depth Profile

Click the 3D ocean to inspect a point

Ocean Indicators

Predicted SST
-- °C
OHC (0–200m)
-- kJ/cm²
Thermocline
-- m
MHW Intensity
--
Awaiting data
Awaiting data

Fish Forecast FISHERMAN AID

Select a point on the 3D ocean or minimap to see species matched to its depth & temperature profile

How It Works

1
Real-time SST, SSH, wind — Open-Meteo API
↓
2
Attention-Enhanced 3D U-Net++ (9.8M params, GPU)
↓
3
15 depth levels reconstructed (0–450m)
↓
4
OHC · marine heatwave · cyclone risk products

Model Validation

Argo RMSE
1.02 °C
Argo Corr
0.83
vs Baseline
43×
GLORYS R²
0.989