Answer:
You could add some alkali compounds into it to neutralize some amounts of the acidity in a lake. For the long term, you could find the source of the acidity and control the emission of it. For example, sulfur dioxide released into the air can dissolve in water and fall as sulfuric acid, acidifying the lake.