Yes, some species of catfish can live in stagnant water. Many catfish are adapted to low oxygen environments and are able to survive in stagnant water where oxygen levels are low. However, long-term exposure to stagnant water can impact the health and survival of catfish and other aquatic species. To thrive, catfish typically require a source of fresh, clean water with adequate oxygen levels.