Hello Ripa,
I am currently running Ubuntu 16.04LTS and running Moodle 2.9, 3.2 and 3.3. So I think you can run Moodle 3.1 on Ubuntu 16.04LTS.
Installing and upgrading help
Moodle compatibility with Ubuntu version
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