Sports TV networks are facing a big problem: They have virtually no games to put on the air.

In quick succession over the past 24 hours, the National Basketball Association, National Hockey League and Major League Baseball announced they were suspending operations due to concerns about the coronavirus pandemic, and the NCAA canceled its men’s and women’s basketball tournaments.

Now,...