The death toll from a crash of a United Parcel Service Inc. cargo plane rose to nine as investigators began looking into what caused the fiery accident near the company’s global hub in Kentucky.

The crash disrupted cargo operations for UPS, which has its largest air cargo hub, called Worldport, in Louisville.