Machine learning in marine ecology: an overview of techniques and applications
Abstract Machine learning covers a large set of algorithms that can be trained to identify
patterns in data. Thanks to the increase in the amount of data and computing power …
patterns in data. Thanks to the increase in the amount of data and computing power …
A decision support tool for integrated fisheries bycatch management
Participatory decision tools enable stakeholders to reconcile conflicting natural resources
management objectives. Fisheries targeting highly productive species can have profound …
management objectives. Fisheries targeting highly productive species can have profound …
Trade-offs between bycatch and target catches in static versus dynamic fishery closures
While there have been recent improvements in reducing bycatch in many fisheries, bycatch
remains a threat for numerous species around the globe. Static spatial and temporal …
remains a threat for numerous species around the globe. Static spatial and temporal …
The status of climate change adaptation in fisheries management: Policy, legislation and implementation
A Bryndum‐Buchholz, DP Tittensor… - Fish and Fisheries, 2021 - Wiley Online Library
Climate change is altering ecosystems and fisheries throughout the world's oceans,
demanding climate‐adaptive governance for conserving and managing living marine …
demanding climate‐adaptive governance for conserving and managing living marine …
Increasing the uptake of multispecies models in fisheries management
Multispecies models have existed in a fisheries context since at least the 1970s, but despite
much exploration, advancement, and consideration of multispecies models, there remain …
much exploration, advancement, and consideration of multispecies models, there remain …
Projecting species distributions using fishery‐dependent data
Many marine species are shifting their distributions in response to changing ocean
conditions, posing significant challenges and risks for fisheries management. Species …
conditions, posing significant challenges and risks for fisheries management. Species …
Widespread habitat loss and redistribution of marine top predators in a changing ocean
The Northwest Atlantic Ocean and Gulf of Mexico are among the fastest warming ocean
regions, a trend that is expected to continue through this century with far-reaching …
regions, a trend that is expected to continue through this century with far-reaching …
Management strategy evaluation: allowing the light on the hill to illuminate more than one species
Management strategy evaluation (MSE) is a simulation approach that serves as a “light on
the hill” to test options for marine management, monitoring, and assessment against …
the hill” to test options for marine management, monitoring, and assessment against …
Divergent responses of highly migratory species to climate change in the California Current
Aim Marine biodiversity faces unprecedented threats from anthropogenic climate change.
Ecosystem responses to climate change have exhibited substantial variability in the …
Ecosystem responses to climate change have exhibited substantial variability in the …
[HTML][HTML] Static management presents a simple solution to a dynamic fishery and conservation challenge
Dynamic ocean management, which leverages near real-time data to adaptively shift
management in response to changing ocean conditions, is gaining attention as an …
management in response to changing ocean conditions, is gaining attention as an …