$ sudo apt-get update
$ sudo apt-get install gfortran 

gfortran is installed in your system.

Make ensure the gfortran package were installed using the commands given below,

$ sudo dpkg-query -l | grep gfortran *

You will get with gfortran package name, version, architecture and description in a table

gfortran package basic information: