Add orange juice, water, and all the dried fruits in a medium saucepan. Heat the pan on medium heat and bring the mixture to a boil.
Once it starts boiling, turn off the heat and set aside the pan. Allow the dried fruit mixture to cool.
Preheat the oven to 350°F (180°C). Generously grease a 9-inch or 10-inch (at least 10-12 cups) bundt pan with oil spray or butter. Set it aside.
Sift flour, baking powder, baking soda, salt, ground cinnamon, ginger, and nutmeg in a medium bowl and whisk until well combined.
Add chopped nuts to the flour mixture and mix well.
In a large bowl, add oil, brown sugar, sour cream, vanilla, and orange zest. Mix well until combined.
Add the dried fruit mixture with the liquid to the wet ingredients and mix well to combine.
Add dry ingredients in 2-3 parts to the wet and mix until everything is incorporated. Do not overmix.
Pour the batter evenly into the prepared bundt pan and smooth the top with a spatula.
Bake the cake for 45-55 minutes or until the cake tester inserted in the center comes out clean. Because every oven is different, keep an eye on the cake after 40 minutes of baking. If your cake top is browning too quickly, loosely cover it with aluminum foil and continue baking.
Remove the cake from the oven and place the pan on a cooling rack. Once thoroughly cooled, invert the cake onto a cooling rack, cake stand, or serving dish.