Identifying seasonal distribution patterns of fin whales across the Scotia Sea and the Antarctic Peninsula region using a novel approach combining habitat suitability models and ensemble learning methods

Following their near extirpation by industrial whaling of the 20th century, the population status of Southern Hemisphere fin whales (SHFW) remains unknown. Systematic surveys estimating fin whale abundance in the Southern Ocean are not yet available. Records of fin whale sightings have been collecte...

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Principais autores:	Sacha Viquerat, Claire M. Waluda, Amy S. Kennedy, Jennifer A. Jackson, Marta Hevia, Emma L. Carroll, Danielle L. Buss, Elke Burkhardt, Scott Thain, Patrick Smith, Eduardo R. Secchi, Jarrod A. Santora, Christian Reiss, Ulf Lindstrøm, Bjørn A. Krafft, George Gittins, Luciano Dalla Rosa, Martin Biuw, Helena Herr
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2022-12-01
coleção:	Frontiers in Marine Science
Assuntos:	species distribution model random forest classifier opportunistic data analysis Balaenoptera physalus Southern Ocean data compilation
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fmars.2022.1040512/full
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