Weather APIs
(NOAA, OpenWeathermap)

Satellite & Oceanographic Data
(NASA MODIS, NOAA CostWatch, CMEMS GODAS)

Ecological Databases
(FishBase, ICES, eDNA, Tagging Studies)

Data Preprocessing

Cleaning, Normalization, Integration → Feature Engineering → Real-Time Streaming Pipeline

Zone Classification
(XGBoost)

Time-Series forecasting
(LSTM)

Web Dashboard

Mobile Dashboard

Weather Overlays

Hotspot Map

Fuel-Efficient Route

End Users
Fisher men
Costal Community