Kaliningrad has long been a source of tension between Russia and Nato, given its strategic location on the Baltic Sea, and the potential for Russia to cut off the three Baltic states from the rest of their Nato allies if they were to annex a land corridor between the exclave and its military ally Belarus.

Russia is stockpiling weapons so that it can launch intensified late-autumn and winter barrages, analysts and Ukrainian officials said.