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A Modelling Framework to Assess the Effect of Pressures on River Abiotic Habitat Conditions and Biota

机译:评估压力对河流非生物栖息地条件和生物区系影响的建模框架

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摘要

River biota are affected by global reach-scale pressures, but most approaches for predicting biota of rivers focus on river reach or segment scale processes and habitats. Moreover, these approaches do not consider long-term morphological changes that affect habitat conditions. In this study, a modelling framework was further developed and tested to assess the effect of pressures at different spatial scales on reach-scale habitat conditions and biota. Ecohydrological and 1D hydrodynamic models were used to predict discharge and water quality at the catchment scale and the resulting water level at the downstream end of a study reach. Long-term reach morphology was modelled using empirical regime equations, meander migration and 2D morphodynamic models. The respective flow and substrate conditions in the study reach were predicted using a 2D hydrodynamic model, and the suitability of these habitats was assessed with novel habitat models. In addition, dispersal models for fish and macroinvertebrates were developed to assess the re-colonization potential and to finally compare habitat suitability and the availability / ability of species to colonize these habitats. Applicability was tested and model performance was assessed by comparing observed and predicted conditions in the lowland Treene River in northern Germany. Technically, it was possible to link the different models, but future applications would benefit from the development of open source software for all modelling steps to enable fully automated model runs. Future research needs concern the physical modelling of long-term morphodynamics, feedback of biota (e.g., macrophytes) on abiotic habitat conditions, species interactions, and empirical data on the hydraulic habitat suitability and dispersal abilities of macroinvertebrates. The modelling framework is flexible and allows for including additional models and investigating different research and management questions, e.g., in climate impact research as well as river restoration and management.
机译:河流生物区系受到全球范围规模压力的影响,但是大多数预测河流生物区系的方法都集中在河流范围或分段规模过程和栖息地上。而且,这些方法没有考虑影响栖息地条件的长期形态变化。在这项研究中,进一步开发并测试了一个建模框架,以评估不同空间尺度上的压力对触角尺度生境条件和生物区系的影响。生态水文和一维水动力模型被用来预测集水规模的流量和水质以及研究范围下游的水位。使用经验模式方程,曲折迁移和2D形态动力学模型对长期到达形态进行建模。使用二维流体动力学模型预测研究范围内的各自流量和底物条件,并使用新型栖息地模型评估这些栖息地的适宜性。此外,还开发了鱼类和大型无脊椎动物的扩散模型,以评估重新定殖的潜力,并最终比较栖息地的适宜性和定居这些栖息地的物种的可用性/能力。通过比较德国北部低地特里纳河的观测条件和预测条件,测试了适用性并评估了模型性能。从技术上讲,可以链接不同的模型,但是将来的应用程序将受益于所有建模步骤的开源软件的开发,以实现全自动模型运行。未来的研究需要关注长期形态动力学的物理模型,生物群(例如大型植物)对非生物栖息地条件的反馈,物种相互作用以及有关大型无脊椎动物水生栖息地适宜性和扩散能力的经验数据。建模框架是灵活的,并且允许包括其他模型并调查不同的研究和管理问题,例如在气候影响研究以及河流修复和管理中。

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