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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主要な著者:	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
フォーマット:	Artigo
言語:	Inglês
出版事項:	Frontiers Media S.A. 2022-12-01
シリーズ:	Frontiers in Marine Science
主題:	species distribution model random forest classifier opportunistic data analysis Balaenoptera physalus Southern Ocean data compilation
オンライン･アクセス:	https://www.frontiersin.org/articles/10.3389/fmars.2022.1040512/full
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