Drawing on in-depth interviews and written surveys of eight biofuel suppliers and 12 shipping companies, the paper identified more than 60 locations which have already been proven to have carried out biofuel bunkering operations since 2015. The report estimates that the ports of Singapore and Rotterdam accounted for about half of all biofuels supply to shipping in 2023.