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MEPS 735:141-156 (2024)  -  DOI: https://doi.org/10.3354/meps14571

Seasonal variation in marine bird distribution in the northeast Pacific Ocean

Lili Simon1,*, Peter Arcese1, Caroline H. Fox2, Ken H. Morgan3, Scott Wilson1,4

1Department of Forest and Conservation Sciences, University of British Columbia, Vancouver, BC T6T 1Z4, Canada
2Canadian Wildlife Service, Environment and Climate Change Canada, Nanaimo, BC V9R 5H7, Canada
3Canadian Wildlife Service, Environment and Climate Change Canada, Delta, BC V4K 3N2, Canada
4Wildlife Research Division, Environment and Climate Change Canada, Delta, BC V4K 3N2, Canada
*Corresponding author:

ABSTRACT: Human activities have profound influences on marine ecosystems. Marine birds are particularly sensitive to these impacts and, given their ease of observation and diverse life histories, often represent good indicators of ecosystem health. Conserving marine birds and their ecosystems requires robust predictions of species distribution to help mitigate human disturbance in areas where large aggregations of diverse species occur. We modelled variation in marine bird species diversity (Shannon-Wiener Index) and taxonomic family level probability of occurrence to map the intensity and extent of highly diverse ‘hotspots’ in Canada’s Pacific Exclusive Economic Zone. To do so, we paired 20 yr of survey data from the North Pacific Pelagic Seabird Database (1997-2017) and remote sensing data describing marine conditions and local geography (sea surface temperature, chlorophyll a, bathymetry, distance to shore, and benthic substrate type). These data were used to illustrate how seasonality within years and the El Niño-Southern Oscillation (ENSO) across years influenced spatial patterns in diversity. Hotspots were most persistent in Hecate Strait, off the west coast of Vancouver Island, and surrounding the Scott Islands in most seasons. Changes in hotspot locations and intensity were observed across seasons and within season under varying ENSO conditions. Our results provide a template for mapping marine species distribution for the purpose of identifying hotspots of diversity, and thereby facilitate planning to minimize harmful impacts in highly diverse and dynamic systems.


KEY WORDS: Marine bird occurrence · Species diversity · Ocean climate · Random forest · North Pacific Ocean · El Niño-Southern Oscillation


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Cite this article as: Simon L, Arcese P, Fox CH, Morgan KH, Wilson S (2024) Seasonal variation in marine bird distribution in the northeast Pacific Ocean. Mar Ecol Prog Ser 735:141-156. https://doi.org/10.3354/meps14571

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