The U.S. government should start making businesses pay for their greenhouse gas emissions to help combat global warming, according to a powerful group of finance and energy titans including Morgan Stanley, JPMorgan Chase & Co. and BP Plc.

In a complex and volatile marketplace, the industry needs to be prepared for new government legislation to reduce emissions.