Tzanatos Evangelos, Moukas Catherine, Koutsidi Martha
Department of Biology, University of Patras, Patras, Greece.
PeerJ. 2020 Feb 14;8:e8494. doi: 10.7717/peerj.8494. eCollection 2020.
Biological traits are increasingly used in order to study aspects of ecology as they are related to the organisms' fitness. Here we analyze a dataset of 23 traits regarding the life cycle, distribution, ecology and behavior of 235 nektonic species of the Mediterranean Sea in order to evaluate the distribution of traits, identify rare ones, detect relationships between trait pairs and identify species functional groups. Trait relationships were tested using correlation and non-linear regression for continuous traits, parametric and non-parametric inference tests for pairs of continuous-categorical traits and cooccurrence testing for categorical traits. The findings have significant implications concerning the potential effects of climate change (e.g., through the relationships of the trait of optimal temperature), fisheries or habitat loss (from the relationships of traits related to tolerance ranges). Furthermore, some unexpected relationships are documented, like the inversely proportional relationship between longevity and age at maturity as a percentage of life span. Associations between functional traits show affinities derived from phylogenetic constraints or life strategies; however, relationships among functional and ecological traits can indicate the potential environmental filtering that acts on functional traits. In total, 18 functional groups were identified by Hill-Smith ordination and hierarchical clustering and were characterized by their dominant traits. For the assessment of the results, we first evaluate the importance of each trait at the level of population, community, ecosystem and landscape and then propose the traits that should be monitored for the regulation and resilience of ecosystem functioning and the management of the marine ecosystems.
生物特征越来越多地被用于研究生态学的各个方面,因为它们与生物体的适应性相关。在这里,我们分析了一个数据集,该数据集包含235种地中海游泳生物的生命周期、分布、生态和行为等23个特征,目的是评估特征的分布、识别罕见特征、检测特征对之间的关系以及识别物种功能组。对于连续特征,使用相关性和非线性回归测试特征关系;对于连续-分类特征对,使用参数和非参数推断测试;对于分类特征,使用共现测试。这些发现对于气候变化的潜在影响(例如,通过最适温度特征的关系)、渔业或栖息地丧失(从与耐受范围相关的特征关系)具有重要意义。此外,还记录了一些意想不到的关系,如寿命与成熟年龄占寿命的百分比之间的反比关系。功能特征之间的关联显示了源自系统发育限制或生活策略的亲和力;然而,功能和生态特征之间的关系可以表明作用于功能特征的潜在环境过滤。通过希尔-史密斯排序和层次聚类总共识别出18个功能组,并以其主导特征进行了表征。为了评估结果,我们首先在种群、群落、生态系统和景观层面评估每个特征的重要性,然后提出为了调节生态系统功能的恢复力和管理海洋生态系统而应监测的特征。