Step 3. Construct Neural Nets to model the relationships between climate-soil-biomass-elevation-population in order to predict present day land use
used a feed forward multi-layer perceptron
training data based on 20,000 randomly selected cells
trained using a hybrid approach
- genetic optimiser to start training
- fine tuning using a conjugate gradient method