This corresponds to the standard SIS model simulated on a network [REFS], modified to account for changes in infection and recovery rates that vary with position.
[NOTE:  add somewhere:   Although we refer to area on the left as the 'breeding area', breeding and mortality are not explicitly included in the model.  ].