The invention relates to a floating removable natural swimming pool, formed by floating cylinders 2, a support, and a stopping net 3. The swimming pool is characterized in that a group of interconnected PVC floating cylinders 2 connect to form a water channel of the swimming pool, and upper part pool walls of a closed swimming pool are formed. The upper part of a side stand column 6 of the swimming pool is connected with the floating cylinder 2 by threads. The lower part of the side stand column 6 is plugged on a bottom frame support 5. A swimming pool bottom board 4 is laid on the bottom frame support 5. The side frame of the swimming pool is provided with the stopping net 3. The swimming pool is novel in design, simple in structure, stable and safe in operation, convenient and fast in purchasing and installation, convenient in building and maintenance, and low in building and operation costs. The swimming pool can be integrally moved on water. The swimming pool is suitable to be built in development of tourism, vacationing, recuperating and intensified training campsites, and is suitable to be popularized and used in coast, urban area, harbor, lakeside, reservoir, and pond.