Yes, phytoplankton can live on land or in the atmosphere in some circumstances. They typically get energy through photosynthesis and should spend most of their time in places where this process can occur without interruptions. That’s why they are mainly found in the well-light surface layer of a lake, sea, ocean, or other water bodies. However, plankton can also survive on land or in the air for limited periods.