BEIJING—A chemical spill that has contaminated a river in southern China, threatening the water supply of millions of people, is sparking calls by environmental activists for more corporate and government accountability over industrial waste.

Businesses in China should be required to disclose the amount of chemical waste they produce and where it is discharged, representatives of Greenpeace and the Beijing-based Institute of Public & Environmental Affairs said Tuesday.

"These...