The root cause of the explosion that destroyed a SpaceX rocket during ground tests in Florida four weeks ago remains unclear, according to company chief Elon Musk.

Despite an intense probe and extensive digital and video evidence, investigators “have eliminated all of the…obvious possibilities,” Mr. Musk told reporters Tuesday. What remains under review, he noted, “are the less probable” causes, though he didn’t elaborate or provide a likely timeline.

The...