Greece, Cyprus and Israel said on Thursday they are ready to proceed with a U.S.-backed pipeline project that would transfer natural gas from the Eastern Mediterranean to Europe.

The EastMed pipeline would bring gas from the sea between Israel and Cyprus to European Union markets via Greece. If construction goes ahead, it would spell the end for an alternative pipeline route for Israeli gas via Turkey. EastMed is expected to be 2,000 kilometers long.

After...