Do tomatoes grow in Louisiana? Yes, they do. I have not had much luck, however, at growing them in my garden. But thanks to roadside stands and farmers’ markets, I purchased some juicy, ripe tomatoes. And I saved a recipe for “Roasted Tomato Soup”, hoping for the right occasion to use it.