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Advancing Global Ecological Modeling Capabilities to Simulate Future Trajectories of Change in Marine Ecosystems

机译:推进全球生态建模能力,以模拟海洋生态系统变革的未来轨迹

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Considerable effort is being deployed to predict the impacts of climate change and anthropogenic activities on the ocean’s biophysical environment, biodiversity, and natural resources to better understand how marine ecosystems and provided services to humans are likely to change and explore alternative pathways and options. We present an updated version of EcoOcean (v2), a spatial-temporal ecosystem modelling complex of the global ocean that spans food-web dynamics from primary producers to top predators. Advancements include an enhanced ability to reproduce spatial-temporal ecosystem dynamics by linking species productivity, distributions, and trophic interactions to the impacts of climate change and worldwide fisheries. The updated modelling platform is used to simulate past and future scenarios of change, where we quantify the impacts of alternative configurations of the ecological model, responses to climate-change scenarios, and the additional impacts of fishing. Climate-change scenarios are obtained from two Earth-System Models (ESMs, GFDL-ESM2M and IPSL-CMA5-LR) and two contrasting emission pathways (RCPs 2.6 and 8.5) for historical (1950-2005) and future (2006-2100) periods. Standardized ecological indicators and biomasses of selected species groups are used to compare simulations. Results show how future ecological trajectories are sensitive to alternative configurations of EcoOcean, and yield moderate differences when looking at ecological indicators and larger differences for biomasses of species groups. Ecological trajectories are also sensitive to environmental drivers from alternative ESM outputs and RCPs, and show spatial variability and more severe changes when IPSL and RCP 8.5 are used. Under a non-fishing configuration, larger organisms show decreasing trends, while smaller organisms show mixed or increasing results. Fishing intensifies the negative effects predicted by climate change, again stronger under IPSL and RCP 8.5, which results in stronger biomass declines for species already losing under climate change, or dampened positive impacts for those increasing. Several species groups that win under climate change become losers under combined impacts, while only a few (small benthopelagic fish and cephalopods) species are projected to show positive biomass changes under cumulative impacts. EcoOcean v2 can contribute to the quantification of cumulative impact assessments of multiple stressors and of plausible ocean-based solutions to prevent, mitigate and adapt to global change.
机译:正在部署大量努力以预测气候变化和人为活动对海洋生物物理环境,生物多样性和自然资源的影响,以更好地了解海洋生态系统如何以及为人类提供服务可能会改变和探索替代途径和选择。我们展示了一个更新版本的生态海洋(V2),全球海洋的空间颞型生态系统建模复合体,这些海洋将食品Web动态从主要生产者跨越顶级掠夺者。进步包括通过将物种生产率,分布和营养互动与气候变化和全球渔业的影响联系起来,增强了空间 - 时间生态系统动态的能力。更新的建模平台用于模拟过去和未来的变化情景,在那里我们量化了生态模型的替代配置,对气候变化情景的替代方案以及捕鱼的额外影响的影响。气候变化方案是从两个地球系统模型(ESMS,GFDL-ESM2M和IPSL-CMA5-LR)获得的,以及历史(1950-2005)和未来(2006-2100)的两个对比发射路径(RCPS 2.6和8.5)期间。使用标准化的生态指标和所选物种组的生物量来比较模拟。结果表明,在观看生态指标时,将来生态轨迹对生态外部的替代配置敏感,以及在生态指标和物种群体生物量差异的情况下产生适度差异。生态轨迹对来自替代ESM输出和RCPS的环境驱动程序也敏感,并且当使用IPS1和RCP 8.5时,可以显示空间变异性和更严重的变化。在非捕捞结构下,较大的生物显示出趋势降低,而较小的生物体显示出混合或增加的结果。钓鱼加剧了气候变化预测的负面影响,在IPS1和RCP 8.5下再次更强大,这导致了在气候变化下已经失去的物种的较强的生物量下降,或对这些增加的积极影响。在气候变化下赢得的几种物种群体在综合影响下变得失败,而仅投影少数(小型底皮碱鱼和头部)物种以显示累积影响下的阳性生物质变化。 EcoCean V2可以促进多种压力源的累积影响评估和合理的海洋基解决方案的量化,以防止,减轻和适应全球变化。

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