The easiest would be to just hide those elements in your css file.
Something like this should work but I haven't tested it:
#timezone-wrapper, #language-wrapper { display: none; }
I have this completely removed on my website but as Donna suggested it requires source code edits, if you expect easy upgrades I wouldn't recommend doing this, instead try css edit above.