This is an excellent question! Yes, you can remove the pronoun 'it' from all of these sentences. In this case 'it' acts as the subject of the sentence, and removing it simply makes the subject implied. It's the same thing that happens when you say "Go!" "Go" is a complete sentence with an implied subject- you actually mean "You go!" While not technically correct, this is a common and accepted idiom in English.