.jpg?format=1500w "Understanding Sea Turtles’ Lives at Sea through Machine Learning – Upwell")
[ad_1]
Understanding the Behavior of Endangered Leatherback Turtles
In recent research, it has been found that leatherback turtles, especially the Japanese Pacific population, are critically endangered. It is crucial to understand their behavior in order to develop effective conservation strategies. Through the use of advanced technology and data analysis, we are able to gain insights into the behavior of these magnificent creatures.
Foraging and Feeding Patterns
One of the key behaviors observed in leatherback turtles is their foraging and feeding patterns. These turtles feed on sea jellies that perform a “diurnal vertical migration,” which involves hiding in deeper, darker waters during the day and rising to the surface at night to feed on nutrients. Our analysis has shown that leatherbacks follow their prey and other resources, such as preferred water temperature, using a strategy known as “vertical niche switching.”
This behavior has significant implications for their conservation, as it allows us to better understand their movements and habitats.
The Role of Data Analysis in Conservation
Through the use of data analysis and coding, we are able to develop tools and models that aid in the conservation of leatherback turtles. For example, the South Pacific TurtleWatch tool was created to empower fishers with information on where and when they are most likely to encounter leatherbacks in the Eastern Pacific Ocean. This helps reduce the risk of accidental capture (bycatch) of turtles by fisheries.
Our collaborative research efforts with Upwell and other partners have resulted in the publication of “Incorporating multidimensional behavior into a risk management tool for a critically endangered and migratory species” in Conservation Biology.
Continuing Our Efforts
While working with data and algorithms may not be as exciting as being in the field, it is incredibly rewarding to use these tools to help preserve an incredible migratory and endangered species like the leatherback turtle. We are constantly striving to improve our understanding of their behavior and develop effective conservation strategies.
To learn more about our research and efforts to protect leatherback turtles, please visit the links below:
- Published paper with detailed results
- Machine learning model tool
- Contact Dr. Barbour for more information
Featured image of a leatherback sea turtle underwater by Juergen Freund
[ad_2]
This is fascinating! I can’t wait to learn more about how machine learning can help us understand sea turtles’ lives at sea.