LOS ANGELES—The U.S. Border Patrol arrested more than two dozen people trying to illegally enter the U.S. through a smuggling tunnel running under the border with Mexico, just south of San Diego.

Border agents found the tunnel after arresting 30 migrants, 23 of whom were from China, near a fence line not far from the Otay Mesa border crossing Saturday.

Though...