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Using traits to build and explain an ecosystem model: Ecopath with Ecosim modelling of the North Aegean Sea (Eastern Mediterranean)

机译:使用特征来构建和解释生态系统模型:北爱琴海(东地中海)的Ecopath与Ecosim建模

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The mass-balance-trophic-model Ecopath and its extension Ecopath with Ecosim is very popular for modelling marine ecosystems. In this work, a model of the marine ecosystem of the North Aegean Sea (eastern Mediterranean) was created, incorporating the use of biological traits in both building and explaining the model. For the former, data regarding a total of 19 biological traits concerning the biology, distribution, ecology and behavior were used for the definition of fish functional groups. Regarding model interpretation, the results were not only analyzed in the functional groups level but also regarding the composition of the resulting biological traits. In total, 41 functional groups were created for this model. Landings data and discards estimations of the year 1993 were used for the Ecopath component. Six different fisheries management scenaria, one retaining a business-asusual (maintenance of the status quo) approach and the others investigating changes in fishing effort for the period 2018-2033 were simulated with Ecosim. The simulation results indicated a reduction of pelagic species as well as of biological characteristics associated with them. Concurrently, an increase in the biomass of deep-living species and of relevant biological traits was observed. In general, no strong differences were documented among the various simulation scenarios with the exception of the species targeted by the individual fisheries whose fishing effort changed in each scenario and the associated traits. Significant findings pertain to the decrease of thermophilic traits like high optimal temperature and summer spawning in all fisheries management scenaria simulated. These could mitigate the opposite trend expected to be favored by climate change and the decrease of characteristics associated with the r-life strategy, possibly resulting in less resilient future fish communities. In addition, the negative trends of the biological traits that are anyway rare (e.g. low trophic level and small lifespan) may impact ecosystem functioning. The modelling approach used on this work could be adopted to model other marine communities (possibly also using traits for other ecosystem components) to provide interesting insights regarding anthropogenic effects on marine ecosystem functioning.
机译:具有质量平衡的营养模型Ecopath及其扩展名Ecopath与Ecosim一起在模拟海洋生态系统中非常受欢迎。在这项工作中,创建了北爱琴海(地中海东部)海洋生态系统的模型,并在构建和解释模型时纳入了生物特征的使用。对于前者,将有关生物学,分布,生态学和行为的总共19个生物学特征的数据用于鱼类功能群的定义。关于模型解释,不仅在功能组水平上分析了结果,而且还分析了所得生物学特性的组成。总共为此模型创建了41个功能组。 Ecopath组件使用了1993年的着陆数据和丢弃物估算。使用Ecosim模拟了六种不同的渔业管理情景,一种保留了惯常做法(维持现状)方法,另一种调查了2018-2033年期间捕捞努力的变化。模拟结果表明浮游物种的减少以及与之相关的生物学特性。同时,观察到深活物种和相关生物学特性的生物量增加。总体而言,在各种模拟情景中,没有记录到任何强烈的差异,只是个别渔业所针对的物种,其捕捞努力在每种情景和相关性状中均发生了变化。在所有模拟的渔业管理情景中,重大发现均与嗜热性状的降低有关,例如最高适温和夏季产卵。这些可以减轻气候变化带来的相反趋势,以及与r-life策略相关的特征的减少,这可能导致未来鱼类群落的复原力降低。此外,无论如何都是罕见的生物学特性的负面趋势(例如营养水平低和寿命短)可能会影响生态系统的功能。这项工作中使用的建模方法可以用来对其他海洋群落进行建模(可能还使用其他生态系统组成部分的特征),以提供有关人为因素对海洋生态系统功能的影响的有趣见解。

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