I would suggest using @eddelbuettel r2u project to keep all your R packages fresh in Ubuntu, including {rgdal}. I am using it on the laptop I use for teaching/presentations and works great.
Details at: https://eddelbuettel.github.io/r2u/
After you've set up your system, it is just a quick:
$ sudo apt install r-cran-rgdal