Figure 2: Final solution visualised in geographic space.

 
 
For display the hidden nodes have been equal area stretched as individual datasets.  Output nodes are displayed using a linear equal interval stretch, colours represent the same values in each output dataset.  The weights are scaled using loge transformations and then rescaled to use all available colours.  The transformations differ for the hidden and output connections.  Actual values are not shown because it is the relative values that are important.