Seasonal distribution of cetaceans in the European Atlantic and Mediterranean waters

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Auriane Virgili, Hélder Araújo, Amaia Astarloa Diaz, Ghislain Dorémus, Isabel García-Barón, Catarina Eira, Maite Louzao Arsuaga, Sophie Laran, Camilo Saavedra, Olivier Van Canneyt, Vincent Ridoux
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Abstract

As apex predators, cetaceans play an essential ecological role in marine ecosystems. Fluctuations in the abundance of these top predators linked to human activities can have detrimental consequences for the entire ecosystem. Cetaceans face numerous anthropogenic threats that can have both short and long-term effects. To ensure their conservation, it is necessary to identify changes in seasonal distributions at small and large scales. We aimed to model the seasonal distribution of the most abundant cetacean species in the European Atlantic waters and the Mediterranean Sea by assembling datasets collected over 16 years of surveys using a standardised line-transect protocol. Data were homogenised, detection functions fitted and effective strip widths estimated. We extracted environmental variables integrated over the water column, which we transformed using a principal component analysis (PCA). The dimensions of the PCA were then integrated as explanatory variables in a generalised additive model, taking seasonal and spatial effects into account to predict the seasonal cetacean distribution. We were able to highlight changes in the spatial distribution and/or density of cetaceans throughout the year at a large scale, considering environmental extrapolation areas to predict where environmental variables were sampled during the surveys. For minke (Balaenoptera acutorostrata) and fin (B. physalus) whales, densities varied over the seasons but not the distribution, suggesting a seasonal migration outside the survey areas. For common dolphins (Delphinus delphis), bottlenose dolphins (Tursiops truncatus) and harbour porpoises (Phocoena phocoena), densities varied little but distributions did over the seasons. Finally, pilot whales (Globicephala spp), Risso’s (Grampus griseus) and striped (Stenella coeruleoalba) dolphins showed little seasonal variation in their distribution. Using monthly dynamic environmental variables at depth and PCA dimensions in habitat models, we produced maps of the seasonal distribution of cetaceans in the Mediterranean Sea and the European Atlantic waters to help fill gaps in our knowledge of cetacean distribution.
欧洲大西洋和地中海水域鲸目动物的季节性分布情况
作为顶级掠食者,鲸目动物在海洋生态系统中扮演着重要的生态角色。与人类活动有关的这些顶级捕食者数量的波动会对整个生态系统造成有害影响。鲸目动物面临着许多可能产生短期和长期影响的人为威胁。为确保对鲸目动物的保护,有必要确定其在小尺度和大尺度上的季节性分布变化。我们的目标是通过收集 16 年来使用标准化线描方案进行调查所收集的数据集,为欧洲大西洋水域和地中海最丰富的鲸类物种的季节性分布建立模型。我们对数据进行了均质化处理,拟合了探测函数,并估算了有效带宽。我们提取了水体的综合环境变量,并使用主成分分析(PCA)对其进行了转换。然后,将 PCA 的维度作为解释变量纳入广义相加模型,考虑季节和空间效应,以预测鲸目动物的季节性分布。考虑到环境外推区域,我们能够在大尺度上突出全年鲸目动物空间分布和/或密度的变化,从而预测调查期间环境变量的采样位置。小须鲸(Balaenoptera acutorostrata)和长须鲸(B. physalus)的密度随季节变化,但分布却不尽相同,这表明它们在调查区域外进行季节性迁移。普通海豚(Delphinus delphis)、瓶鼻海豚(Tursiops truncatus)和港湾鼠海豚(Phocoena phocoena)的密度变化不大,但分布则随季节变化。最后,领航鲸(Globicephala spp)、里斯索海豚(Grampus griseus)和条纹海豚(Stenella coeruleoalba)的分布几乎没有季节性变化。利用深度的月度动态环境变量和生境模型中的 PCA 维度,我们绘制了地中海和欧洲大西洋水域鲸目动物的季节分布图,以帮助填补我们对鲸目动物分布的认识空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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