The paper addresses the geotechnical monitoring of the railway ground bed using seismometric monitoring of vibrations caused by the passage of trains, which makes it possible to detect changes in soils at the depth of several meters at an early stage. The identification of processes, which are hazardous for urban territories with a railway network, is important for safety in cities.