Why did the Russian Orthodox Churchcall moscow the third rome?

Since Rome was then the HQ of the Church of the West, and Constantinople has fallen to the Turks, The Orthodox Church found it suitable to reassign Moscow as The Center of Orthodoxy Christianity, there fore being the "Third Rome."