Concluding passage:

> Authors should have their work proof read

Agreed.

Opening passage:

> A quick plot of the latitude and longitude shows some clear outliners

"outliners"

Ouch!

OP here. Ouch indeed. I did actually get it proofread. But that was missed. I can't fire my proofreader, as we are married. ;0)

Now fixed.