Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago

Species distribution models (SDMs) are valuable tools for characterizing ecological-environmental interactions and identifying regions of core habitat zones of high conservation importance. This is particularly true for marine top predators, organisms at or near the top of their respective food chai...

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Main Author: Cox, Aidan
Language:unknown
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/1773/48603
id ftunivwashington:oai:digital.lib.washington.edu:1773/48603
record_format openpolar
spelling ftunivwashington:oai:digital.lib.washington.edu:1773/48603 2023-05-15T17:58:58+02:00 Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago Cox, Aidan 2021 http://hdl.handle.net/1773/48603 unknown Ocean 492A; http://hdl.handle.net/1773/48603 Species distribution model suitable habitat map core habitat San Juan Island Phocoena phocoena Phoca vitulina Larus glaucescens Uria aalge 2021 ftunivwashington 2023-03-12T19:01:33Z Species distribution models (SDMs) are valuable tools for characterizing ecological-environmental interactions and identifying regions of core habitat zones of high conservation importance. This is particularly true for marine top predators, organisms at or near the top of their respective food chains, which can be challenging to observe and difficult to manage owing to their relatively low population sizes and highly migratory natures. In this study, I construct species distribution models for the four most abundant species from four predominant families of marine predator across the San Juan Archipelago (SJA). Using a combination of logistic regression analysis and generalized additive models, I describe how nine environmental variables influence patterns of distribution among marine mammals and seabirds respectively and identify regions of core habitat where predators are predicted to be most abundant. Water depth and channel width were identified as highly significant explanatory variables in three of my four SDMs, highlighting the importance of physical habitat structure in the SJA, where strong tidal currents interact with topographical features to create foraging opportunities for piscivorous marine predators. Core habitat zones for multiple predator species occurred almost exclusively within 1-km from shore, suggesting that nearshore areas are critical to ecosystem function from a top-down perspective in this region. Conservation efforts to preserve marine predator populations should focus on restoring altered shorelines to create optimum habitat for marine predators and the forage fish on which they depend. Future shoreline degradation might be prevented by restricting private development of shorelines, with the added benefit of allowing more equitable access to natural spaces where the public can connect with and observe the marine top predators which share their unique ecosystem. Other/Unknown Material Phoca vitulina Phocoena phocoena Uria aalge uria University of Washington, Seattle: ResearchWorks San Juan
institution Open Polar
collection University of Washington, Seattle: ResearchWorks
op_collection_id ftunivwashington
language unknown
topic Species distribution model
suitable habitat map
core habitat
San Juan Island
Phocoena phocoena
Phoca vitulina
Larus glaucescens
Uria aalge
spellingShingle Species distribution model
suitable habitat map
core habitat
San Juan Island
Phocoena phocoena
Phoca vitulina
Larus glaucescens
Uria aalge
Cox, Aidan
Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
topic_facet Species distribution model
suitable habitat map
core habitat
San Juan Island
Phocoena phocoena
Phoca vitulina
Larus glaucescens
Uria aalge
description Species distribution models (SDMs) are valuable tools for characterizing ecological-environmental interactions and identifying regions of core habitat zones of high conservation importance. This is particularly true for marine top predators, organisms at or near the top of their respective food chains, which can be challenging to observe and difficult to manage owing to their relatively low population sizes and highly migratory natures. In this study, I construct species distribution models for the four most abundant species from four predominant families of marine predator across the San Juan Archipelago (SJA). Using a combination of logistic regression analysis and generalized additive models, I describe how nine environmental variables influence patterns of distribution among marine mammals and seabirds respectively and identify regions of core habitat where predators are predicted to be most abundant. Water depth and channel width were identified as highly significant explanatory variables in three of my four SDMs, highlighting the importance of physical habitat structure in the SJA, where strong tidal currents interact with topographical features to create foraging opportunities for piscivorous marine predators. Core habitat zones for multiple predator species occurred almost exclusively within 1-km from shore, suggesting that nearshore areas are critical to ecosystem function from a top-down perspective in this region. Conservation efforts to preserve marine predator populations should focus on restoring altered shorelines to create optimum habitat for marine predators and the forage fish on which they depend. Future shoreline degradation might be prevented by restricting private development of shorelines, with the added benefit of allowing more equitable access to natural spaces where the public can connect with and observe the marine top predators which share their unique ecosystem.
author Cox, Aidan
author_facet Cox, Aidan
author_sort Cox, Aidan
title Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
title_short Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
title_full Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
title_fullStr Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
title_full_unstemmed Physical Oceanographic Conditions Drive Patterns of Seasonal Core Habitat Among Marine Top Predators in the San Juan Archipelago
title_sort physical oceanographic conditions drive patterns of seasonal core habitat among marine top predators in the san juan archipelago
publishDate 2021
url http://hdl.handle.net/1773/48603
geographic San Juan
geographic_facet San Juan
genre Phoca vitulina
Phocoena phocoena
Uria aalge
uria
genre_facet Phoca vitulina
Phocoena phocoena
Uria aalge
uria
op_relation Ocean 492A;
http://hdl.handle.net/1773/48603
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