University of Trento, Department of Civil, Environmental and Mechanical Engineering, Via Mesiano 77, Trento, 38123, Italy.
University of Trento, Department of Civil, Environmental and Mechanical Engineering, Via Mesiano 77, Trento, 38123, Italy.
J Environ Manage. 2021 May 15;286:112100. doi: 10.1016/j.jenvman.2021.112100. Epub 2021 Feb 24.
Restoration of spawning and juvenile habitats is often used to restore fish abundances in rivers, although often with unclear results. To study the effects of habitat limitations on the common barbel (Barbus barbus), a riverine litophilic cyprinid fish, an age-structured population model was developed. Using a Bayesian modeling approach, spawning and fry (0+ juvenile) habitat availability was integrated in the model in a spatially explicit way. Using Beverton-Holt and Ricker recruitment models, density dependence was incorporated in the spawning process and the recruitment of 0+ juveniles. Model parameters and their uncertainty ranges were obtained from reviewing the existing literature. The uncertainty of the processes was intrinsically accounted for by the inherently probabilistic nature of the Bayesian model. By testing various scenarios of habitat availabilities for the barbel, we hypothesize that improvement of the fish stock will be reached only at a well specified ratio of spawning to fry habitat. Model simulations revealed substantial abundance improvements at rather equal amounts of about 10% cover of both habitats, while even substantial improvements of either spawning or fry habitats only will result in little or no increase of abundance. Higher ratios of spawning to fry habitat were found to lower population recovery times. This work provides a tool that serves the assessment and comparison of river restoration scenarios as well as benchmarking rehabilitation targets in the planning phase. When targeting restoration of fish stocks, focusing only on one key life stage or process (such as spawning), without considering potential bottlenecks in other stages, can result in little to no improvement.
恢复产卵和幼鱼栖息地通常用于恢复河流中的鱼类数量,但结果往往不明确。为了研究栖息地限制对洄游性喜石性鲤科鱼类——欧欧巴贝斯鱼(Barbus barbus)的影响,建立了一个年龄结构种群模型。该模型采用贝叶斯建模方法,以空间显式的方式将产卵和幼鱼(0+ 龄)栖息地的可利用性纳入其中。通过贝顿-霍尔特(Beverton-Holt)和里克(Ricker)的补充模型,将密度依赖性纳入产卵过程和 0+ 龄幼鱼的补充过程。通过查阅现有文献,获得了模型参数及其不确定性范围。由于贝叶斯模型固有的概率性质,过程的不确定性内在地得到了考虑。通过测试欧欧巴贝斯鱼各种栖息地可利用性的情景,我们假设只有在产卵和幼鱼栖息地的特定比例下,鱼类种群才会得到改善。模型模拟结果表明,在两种栖息地的覆盖量约为 10%的情况下,鱼类数量会有显著增加,而即使大量改善产卵或幼鱼栖息地,也只会导致数量的少量或没有增加。较高的产卵与幼鱼栖息地比例被发现可以降低种群恢复时间。这项工作提供了一种工具,用于评估和比较河流恢复情景,并在规划阶段对康复目标进行基准测试。在针对鱼类种群恢复时,如果只关注一个关键的生活阶段或过程(如产卵),而不考虑其他阶段的潜在瓶颈,可能导致改善效果甚微或没有改善。