The current shutdown started just after midnight on Oct. 1 after Congress failed to pass a new budget, marking the fourth shutdown so far during Donald Trump’s two terms as president.

In dozens of interviews in villages on Venezuela’s breathtaking northeastern coast, from which some of the boats departed, residents and relatives told Garcia Cano the dead men had indeed been running...