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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 review of geospatial technologies for improving Marine Spatial Planning: Challenges and opportunities
I Schwartz-Belkin, ME Portman - Ocean & Coastal Management, 2023 - Elsevier
Common marine spatial planning challenges include lack of data on the marine
environment, high mobility of both animals and humans, and plan implementation …
environment, high mobility of both animals and humans, and plan implementation …
Projecting marine species range shifts from only temperature can mask climate vulnerability
Climate change is causing range shifts in many marine species, with implications for
biodiversity and fisheries. Previous research has mainly focused on how species' ranges will …
biodiversity and fisheries. Previous research has mainly focused on how species' ranges will …
Decision‐support tools for dynamic management
Spatial management is a valuable strategy to advance regional goals for nature
conservation, economic development, and human health. One challenge of spatial …
conservation, economic development, and human health. One challenge of spatial …
Using temporally explicit habitat suitability models to infer the migratory pattern of a large mobile shark
Conservation and management measures for large mobile sharks are more effective when
information on migratory patterns and environmental cues are known. In the absence of long …
information on migratory patterns and environmental cues are known. In the absence of long …
Contemporary and future distributions of cobia, Rachycentron canadum
Aim Climate change has influenced the distribution and phenology of marine species,
globally. However, knowledge of the impacts of climate change is lacking for many species …
globally. However, knowledge of the impacts of climate change is lacking for many species …