The invention relates to an integrated air-lift loop dynamic membrane bioreactor, which is characterized in that the bioreactor is in a cylindrical platform shape, and the structure of the bioreactor is divided into an anaerobic regulating pool, an anoxia tank, an air-lift loop dynamic membrane bioreactor and other units; the anaerobic regulating pool has the functions of water quality and quantity regulation, anaerobic hydrolytic acidification of inlet water and sludge volume reduction, and the main body adopts a nitrogen and carbon removal operation mode by the A/O process; the air-lift loop dynamic membrane bioreactor is an air-lift loop aerobic bioreactor in which air at two sides lifts and air at the center reflows, and filter components are is arranged in a central region; and diatomaceous earth and other granular matters are added to form granular sludge so as to form the air-lift loop dynamic membrane bioreactor; and an air lifter is adopted to lift sewage and sludge, and has different functions of isolating oil and scum, exhausting and preventing a great deal of sludge at the bottom from being greatly lifted, and the like. The invention facilitates on-site installation and operation management, has good water inlet quality, stable operation and low cost, and can fully meet the actual requirements of decentralized wastewater treatment in rural areas.