My previous reply was not very bright, sorry. But I try again:
If you need to programmatically refer to the graphics offline you could try Iconize
.
Iconize@GeoGraphics[]
Copy the output icon to a notebook that later will be used for offline work. The full graphics will be stored in the notebook (not the kernel) and can be accessed without needing an internet connection.