Where is altering cave in Pokemon Sapphire?

In Pokémon Sapphire, Altering Cave is located on Route 103, which is accessible after obtaining the Surf ability. You can reach it by using Surf to cross the water to the north of the route. The cave features different Pokémon encounters depending on the time of day and your progress in the game, making it a unique area for exploration.