How do I remove Red Food dye from my fresh water tanks?

What are you talking about? Fish tanks? Drinking water? Laundry water? Something else? Do you want to preserve the dye and discard the water, or preserve the water and discard the dye, or do you just need to clean the tanks and refill with clean water? The dye is not the problem, the problem is what you have not told us.