Dams and reservoirs play an important role in achieving the Sustainable Development Goals and global climate goals Obtaining the accurate geographical location of dams and reservoirs is a current research hotspot Aiming at the low accuracy of traditional remote sensing image extraction method of reservoir dam and the problem of " at the edge of reservoir, an adaptive remote sensing image extraction method of dam and reservoir integrating multi scale features is proposed.