El Niño — Pacific Ocean Climate Dashboard
TAO buoy observations across the equatorial Pacific, 1980–1998
Powered by TensorFlow.js
Monthly Sea Surface Temperature & Air Temperature (°C)
Annual Average SST by Year
Zonal Wind vs. Sea Surface Temp
Pacific Buoy Network — Average SST by Location
Cooler (17°C)
Warmer (31°C)
Neural Network Forecast
Model Architecture
Input · 5 features
year, month×sin/cos, wind, air temp
↓
Dense 64 · ReLU
↓
Dense 32 · ReLU
↓
Dense 16 · ReLU
↓
Output · SST (°C)
—
Epoch
—
Train Loss
—
MAE (°C)
—
R²
Ready to train
▶ Train Neural Network
Training Loss
Actual vs. Predicted SST & 12-Month Forecast