Preheat the oven to 350 degrees. Grease and flour a 9 by 2-inch round cake pan.
In the bowl of an electric mixer fitted with the paddle attachment, mix the bananas, granulated sugar, and brown sugar on low speed until combined.
With the mixer still on low, add the oil, eggs, sour cream, vanilla, and orange zest. Mix until smooth.
In a separate bowl, sift together the flour, baking soda, spices, and salt.
With the mixer on low, add the dry ingredients and mix just until combined.
Fold in the chopped pecans.
Pour the batter into the prepared pan and bake for 45 to 50 minutes, until a toothpick inserted in the center comes out clean.
Cool in the pan for 15 minutes, turn out onto a cooling rack, and cool completely.