You're the tenant who rented the lot, so even on a month-to-month tenancy you're still required to give a full 30 days notice to move out. If you don't, your landlord can seek a money judgment against you.
Beyond that, there's not really any "legal trouble" to get into. Your landlord only wants its rent, and breaking a lease is a civil matter (not a crime).

