For the study, researchers gathered a vast trove of satellite images from the European Space Agency, spanning 2017 to 2021, of coastal waters around the world. They compared images of ships with public records of their whereabouts to determine which vessels had not broadcast their locations. Researchers then trained a computer to identify which of those vessels were fishing boats.