# Ghana Coastal Marine Early Warning
Interactive coastal marine forecast research prototype for the Ghana coast.
## Main Forecast Variable
The coloured marine field represents:
**Significant Wave Height (Hs), metres**
Animated arrows indicate calculated local wave propagation.
## Features
- Spatial CMEMS wave forcing
- Hourly Significant Wave Height forecast
- Offshore-to-nearshore wave transformation
- Wave shoaling
- Wave refraction
- Depth-limited breaking
- Satellite basemap
- Nearshore bathymetry
- Water-depth contours
- Spatial wave-propagation arrows
- Multi-day forecast navigation
- Hourly forecast animation
- Clickable local forecasts
- Wave-buoy model validation
## Model Validation
The coastal transformation was compared against 598 matched hourly
wave-buoy observations.
- ERA5 RMSE: approximately 0.494 m
- Coastal-model RMSE: approximately 0.405 m
- RMSE improvement: approximately 18.08%
## Website
Main forecast:
`docs/index.html`
Validation:
`docs/validation.html`
## GitHub Pages
Set GitHub Pages to:
Branch: `main`
Folder: `/docs`
## Contact
brempong5@gmail.com