Yes, but people will move out if you don't have a decent food source. See, if you sell them, it doesn't count because it has to be planted for the game to use it as food. If you have plenty of food, it'll tell you.

Trees drop fruit, which are a source of food. I believe all fruits and vegetables can crossbreed into new plants it's pretty cool.