SIMFEROPOL, Crimea—A ritzy modern airport, new thermal power plants and a bridge linking Crimea to the Russian mainland are among a raft of Russian-funded development projects that have cemented Moscow’s control of the territory.

Six years after Russia seized Crimea from Ukraine, the Black Sea peninsula, once a haven of summer homes and health...