Seabird Experts Turn to Algorithms to Help Keep Fishing Boats in Line

A new machine-learning system for tracking vessel activity could provide relief for albatrosses in harm's way.

To catch prized tuna and swordfish, fishing boats crisscross the world鈥檚 oceans casting miles-long lines with baited hooks into waters far offshore, an appealing lure to not only large fish but also seabirds looking for an easy meal. This practice, called longline fishing, accidentally drags to their deaths each year, contributing to the rapid decline of species.

It鈥檚 a significant problem with a relatively easy fix, conservation advocates say. Studies show that avian bycatch deaths drop by when vessels use well-known prevention tactics, including setting lines at night when birds aren鈥檛 feeding. While the vast majority of crews report doing exactly that, plummeting albatross populations suggest otherwise. That鈥檚 why seabird biologists paired up with data scientists at Global Fishing Watch, a nonprofit that tracks vessel location using information from satellite-synced transponders, to figure out what鈥檚 really happening on the water.

A team led by David Kroodsma, the group鈥檚 director of research, mapped out the movements of 300 boats from Japan and Taiwan鈥攏ations that have large longline fleets鈥攊n the southern Atlantic, Indian, and Pacific Oceans. They then used image-reading software and algorithms to categorize activities by each vessel鈥檚 direction and speed. From there, they extrapolated the time of day the lines were being cast and shared the intel with avian experts. 鈥淭his is our first time seeing what鈥檚 happening on the boats. It鈥檚 quite exciting,鈥 says Stephanie Prince, a biologist and project manager with Royal Society for the Protection of Birds鈥 Albatross Task Force.

The findings were more unnerving than she and Kroodsma expected. The analysis revealed that while 85 percent of vessels claimed they set lines at night, less than 15 percent did. Worse, most cast around dusk and dawn. Though data are limited, research shows these are key foraging times for seabirds in the area. For example, a recent study by Japan鈥檚 Fisheries Research Agency found the bycatch rate of 12 albatross (and three petrel) species started spiking the hour before sunrise.

The pattern spells 颅particular trouble for species such as the , which breeds on South Georgia 颅Island near Antarctica鈥攁n area frequented by Japanese and Taiwanese fleets. Prince saw the gruesome repercussions firsthand while doing fieldwork there. 鈥淪ometimes you鈥檇 find albatrosses with hooks through their faces,鈥 she says.

While require boats in the area use two of three options to protect albatrosses鈥攏ight 颅setting, bird-颅scaring streamers, or 颅weighted lines鈥攖hese mandates stop short of actual enforcement. As Kroodsma puts it, improved 颅accountability is the first step to ensuring longline fishers actually take steps to protect seabirds. 鈥淭he results from our study are discouraging but also encouraging,鈥 he says. 鈥淲e really need transparency, otherwise none of this stuff will work.鈥

In October, Prince to Australia, Indonesia, and the six other countries in the Commission for the Conservation of Southern Bluefin Tuna, which manages the region鈥檚 fishery. The Albatross Task Force hopes to work with the member nations to implement bird-friendly tactics on boats. Global Fishing Watch, meanwhile, plans to use its algorithm in other pelagic fisheries. Each satellite coordinate can reveal a story far from shore鈥攐ne that could make a night-and-day difference for albatrosses.

This story originally ran in the Summer 2019 issue as聽鈥淗ooked on the High Seas.聽To receive our print magazine, become a member by聽.