Frogs are amphibians and therefore sensitive to environmental changes, including pH and chlorine levels. While a properly maintained pool with the correct chlorine level should not pose a threat to frogs, chlorine can kill frogs if the levels are too high. If you notice any dying or dead frogs in your pool, it may be due to the same reason.