Preheat your oven to 350°F (175°C). Grease a 9x9 inch baking pan or line it with parchment paper for easy removal.
In a large mixing bowl, combine the flour, rolled oats, brown sugar, baking powder, baking soda, and salt. Mix until well combined.
Pour the melted butter into the bowl and mix with your hands or a spatula until the mixture resembles coarse crumbs. Reserve about 1 cup of the crumble mixture for topping.
Press the remaining crumble mixture evenly into the bottom of the prepared baking pan to form the crust. Bake for 10-12 minutes, or until lightly golden.
While the crust is baking, prepare the lemon blueberry filling. In another bowl, combine the blueberries, lemon zest, lemon juice, granulated sugar, and cornstarch. Toss gently to coat the blueberries and set aside.
Remove the crust from the oven and evenly spread the blueberry mixture over the hot crust.
Crumble the reserved topping mixture over the blueberries. Bake for an additional 25-30 minutes, or until the topping is golden and the blueberries are bubbly.
Allow the bars to cool in the pan on a wire rack for at least 30 minutes before slicing into squares.
Notes
Dust the cooled bars with powdered sugar and serve with a slice of lemon on the side for a pop of color!