BIMCO analysis indicates that the levy would prove a substantial burden on the shipping industry. For a Very Large Crude Carrier, or VLCC, the cost is estimated at around $27 million per voyage, based on a calculated fee of 20% of cargo value, using the average Dubai, United Arab Emirates, crude price of $89 per barrel between March and June.

CNBC has contacted the White House for comment on the industry criticism.