Why is my tax return significantly less than last year (despite earning more this year)? Is it because I am no longer a resident in Canada?

As a non-resident there are some credits & benefits that you you either no longer qualify for, or are reduced based on the amount of time your were in Canada. You also usually don't get any provincial credits, benefits or deductions.