I don't do real water changes in my paludarium. Wild guppies are swimming in there. It contains rocks, swamp plants and no mechanical filtration. I only add some water every two months. What evaporates, hits the glass, plants and rocks and eventually ends up back in the water. The water is always clear. Those guppies are healthy and reproduce massively.