Does your version of matplotlib's contourf function (fatiando.vis.mpl) allow axes labels to be defined? 

If it does, I think displaying those in the figure would help the reader see that you've preserved the fundamental capabilities of matplotlib. 

If it doesn't, I would be interested in why not.