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Spatio-temporal distribution of Gymnocypris przewalskii during migration with UAV-based photogrammetry and deep neural network 基于无人机摄影测量和深度神经网络的普氏裸鱼迁移时空分布研究
Pub Date : 2021-06-15 DOI: 10.1080/24705357.2021.1892547
Chendi Zhang, Mengzhen Xu, F. Lei, Jiahao Zhang, G. Kattel, Yongjie Duan
Abstract The naked carp (Gymnocypris przewalskii) plays a central role in the ecosystem of the Qinghai Lake, the largest saline-alkaline lake in China. The adult naked carp migrates in large groups with high population density annually from the Qinghai Lake to the upstream freshwater rivers to spawn. Nevertheless, the responsiveness of the fish to local abiotic cues in the form of distribution patterns during migration across the riverine-lacustrine network of the Qinghai Lake region remains unknown. This knowledge gap has reduced efficiency in fish conservation and management efforts in the region. To address this issue, we carried out two field surveys from June to August, 2018, with the aid of unmanned aerial vehicles to a 200-m long back channel characterizing diverse morphological and hydraulic features on the migration route. Combined structure from motion photogrammetry and deep neural network techniques were used to establish a new workflow for detecting and extracting the profiles of fish individuals in large schools. The spatio-temporal distribution pattern of the fish demonstrated that the naked carp was attracted by hydraulic environments with high flow velocity or deep-water during migration. The diurnal variation of temperature and light could alter the preference for hydraulic environments of the fish. Our results highlight the crucial role of the interactions between river morphology and hydraulics, water temperature and light on the migration behaviours of the naked carp.
裸鲤(gymnocyis przewalskii)在中国最大的盐碱湖青海湖的生态系统中起着核心作用。成鱼每年从青海湖大群、高种群密度地洄游到上游淡水河流产卵。然而,在青海湖地区的河湖网络迁移过程中,鱼类对当地非生物线索的响应以分布模式的形式仍然未知。这种知识差距降低了该区域鱼类养护和管理工作的效率。为了解决这一问题,我们于2018年6月至8月,在无人机的帮助下,对200米长的迁徙路线上具有多种形态和水力特征的背道进行了两次实地调查。将运动摄影测量结构与深度神经网络技术相结合,建立了一种大型鱼群个体轮廓检测与提取的新工作流程。鱼类的时空分布格局表明,裸鱼在迁徙过程中受到高流速或深水的水力环境的吸引。温度和光照的日变化可以改变鱼类对水力环境的偏好。我们的研究结果强调了河流形态与水力学、水温和光线之间的相互作用对裸鲤迁移行为的关键作用。
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引用次数: 7
Turbulent eddy identification of a meander and vertical-slot fishways in numerical models applying the IPOS-framework 应用ipos -框架的数值模型中曲流和垂直槽型鱼道的湍流涡识别
Pub Date : 2021-05-13 DOI: 10.1080/24705357.2020.1869916
Márcio S. Roth, Ch. Jähnel, J. Stamm, L. Schneider
Abstract Fishways are an important link for the reestablishment of river continuity, interrupted by transverse structures e.g. weirs, dams and hydropower plants. The meander fishway and vertical slot fishway are two types commonly constructed in Germany, which create distinctive flow regimes to allow upstream passage. Nonetheless minor environmental or constructional alterations create unforeseen flow regimes, whose impact on fish behaviour is still uncertain. One approach is to obtain different flow aspects for fish by evaluating numerous parameters with the IPOS-framework in laboratory experiments. The framework provides various identification parameters and methods, which must be considered with regard to fish behaviour. This paper expands the experimental approach by using numerical simulations with OpenFOAM on one meander and two vertical slot fishways and employs the evaluation methods stated in the IPOS-framework. The results shows clear differences between the fishways, providing an advanced numerical evaluation method to objectively compare turbulent flows in the models. The 3D-hydronumerical evaluation of 1:1 scaled fishways using the IPOS-framework is a novelty so far and can be used to improve present and future fishway constructions.
摘要鱼道是恢复河流连续性的重要环节,常被堰、坝、水电站等横向构筑物所打断。弯曲鱼道和垂直槽鱼道是德国常见的两种类型,它们创造了独特的流动机制,以允许上游通道。尽管如此,微小的环境或建筑变化会产生不可预见的水流状态,其对鱼类行为的影响仍不确定。一种方法是在实验室实验中利用ipos -框架对众多参数进行评估,从而获得鱼类的不同流动特性。该框架提供了各种识别参数和方法,必须考虑到鱼类的行为。本文利用OpenFOAM软件对一条曲流和两条垂直槽型鱼道进行了数值模拟,扩展了实验方法,并采用了ipos框架中提出的评价方法。结果显示了不同鱼道之间的明显差异,为客观比较模型中的湍流提供了一种先进的数值评价方法。使用ipo -框架对1:1比例的鱼道进行3d水力数值评估是迄今为止的一项新技术,可用于改进当前和未来的鱼道建设。
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引用次数: 6
Loss of mangroves as a consequence of the anthropic interactions downstream a river basin 河流流域下游人为相互作用造成的红树林损失
Pub Date : 2021-03-28 DOI: 10.1080/24705357.2020.1820913
J. Ramos, J. Gracia-Sánchez, L. Marrufo-Vázquez
Abstract Mangrove lands are becoming livestock and agriculture systems generating a reduction in estuary areas and an increase in the sediments transported towards the sea. This situation is prevalent in Marismas Nacionales, estuary of the San Pedro-Mezquital River, Mexico. Using satellite imaging, the deforestation rate for both forest and mangrove, as well as the morphologic change of the river and its floodplain were estimated. Remote sensing techniques were applied to achieve an integrated analysis of land change. The loss of forest was around 30% from the 80’s to the 90’s, and was more severe and constant in the middle of the basin. In this area, results show that the sediment increase directly affects water bodies and mangroves downstream, showing a decrease of 30% and 20%, respectively. The main land change was the conversion into agricultural areas, which affected coastal lands with large changes in sediment size and quality. The latter is due to the residual amounts from the anthropogenic economicactivities which form great water-stable aggregates by modifying the mangroves soil characteristics. This change of soil properties is related to the loss of capability to maintain biotic communities, thus ecosystems die gradually. However, the ecosystem could recover with active human participation.
红树林正在成为牲畜和农业系统,导致河口地区减少,向海洋输送的沉积物增加。这种情况在墨西哥San Pedro-Mezquital河河口的Marismas Nacionales普遍存在。利用卫星影像,估算了森林和红树林的毁林率,以及河流及其漫滩的形态变化。利用遥感技术对土地变化进行综合分析。从80年代到90年代,森林的损失率约为30%,在盆地中部更为严重和持续。结果表明,该地区泥沙增加直接影响下游水体和红树林,分别减少30%和20%。土地变化以农用地为主,影响沿海土地,泥沙大小和质量变化较大。后者是由于人为经济活动的残余量通过改变红树林土壤特征而形成巨大的水稳性团聚体。土壤性质的这种变化与维持生物群落的能力丧失有关,因此生态系统逐渐死亡。然而,生态系统可以在人类积极参与的情况下恢复。
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引用次数: 0
Identification of effective hydropeaking mitigation measures: are hydraulic habitat models sufficient in a global approach? 确定有效的水力峰值缓解措施:在全球方法中,水力栖息地模型是否足够?
Pub Date : 2021-03-15 DOI: 10.1080/24705357.2020.1856008
A. Barillier, L. Bêche, J. Malavoi, V. Gouraud
Abstract Downstream of hydroelectric plants, hydropeaking can cause frequent flow variations, resulting in habitat modifications (e.g. hydraulics, reach morphology, temperature, water quality), which can impact organisms (stranding, dewatering, forced drift, growth disturbances) and ultimately may have negative and lasting impacts on biological communities, reducing resilience. Nevertheless, the severity of habitat disturbances vary depending on other existing pressures and local site conditions, which need to be taken into account to achieve effective hydropeaking mitigation. Preserving hydropower flexibility is also a priority to ensure the stability of electric systems without recourse to more polluting alternatives. Given these apparently opposing objectives, we propose a consensual technico-economic framework to guarantee the feasibility and effectiveness of site-specific hydropeaking mitigation, based on our experience as a hydropower operator and a literature review. While existing tools (such as habitat models) can be used to predict expected local effects of proposed mitigation and compare scenarios, predicting biological community responses is not currently possible (lack of in-situ evaluations of mitigation efficacy). These uncertainties and complex socio-ecosystems necessitate a forward-looking global approach that accounts for climate change, multi-purpose water use and electric system requirements, combined with site-specific analyses of the relative importance of hydropeaking impacts with respect to other pressures.
在水电站下游,水力调峰会引起频繁的流量变化,导致栖息地的改变(如水力学、河段形态、温度、水质),从而影响生物(搁浅、脱水、强迫漂移、生长干扰),最终可能对生物群落产生负面和持久的影响,降低恢复力。然而,生境干扰的严重程度因其他现有压力和当地场地条件而异,需要考虑到这些因素,才能有效地缓解水力峰值。保持水力发电的灵活性也是确保电力系统稳定而不求助于污染更大的替代能源的优先事项。鉴于这些明显相反的目标,我们根据水电运营商的经验和文献综述,提出了一个共识性的技术经济框架,以保证特定地点的水电峰值缓解的可行性和有效性。虽然现有工具(如栖息地模型)可用于预测拟议缓解措施的预期局部影响并比较各种情景,但目前无法预测生物群落的反应(缺乏对缓解效果的现场评价)。这些不确定性和复杂的社会生态系统需要一种前瞻性的全球方法,考虑到气候变化、多用途用水和电力系统要求,并结合具体地点对水力峰值影响相对于其他压力的相对重要性的分析。
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引用次数: 8
Salmonid bioenergetic drift-foraging: swimming costs and capture success 鲑鱼生物能量漂流觅食:游泳成本和捕获成功
Pub Date : 2021-03-02 DOI: 10.1080/24705357.2020.1839799
I. Jowett, J. Hayes, Jason R. Neuswanger
Abstract Software is now available to apply a salmonid bioenergetic drift-foraging model to generate values of net energy intake (NEI) over a range of water depths and velocities. The predictions can be used to build univariate “habitat” suitability curves or multivariate “habitat” selection models for use in instream habitat modelling programs. Capture success and swimming cost sub-models are basic components of the bioenergetic model and there is a need to understand their influence of NEI predictions. Examination of the swimming cost sub-models showed a surprising amount of variation between species and models and this was attributed to the amount and range of data used for their derivation and the different methods of formulating the swimming cost equations. Predictions of optimal velocity for large fish (>96 g) was influenced by the choice of swimming cost sub-model but optimal velocities for smaller fish were dependent on the capture success sub-model. More research is needed to validate the capture success sub-model, especially for larger fish sizes. Swimming costs while intercepting prey, and the cost of swimming in natural streams with turbulence, are other factors that remain uncertain.
软件现在可以应用鲑鱼生物能量漂移觅食模型来产生净能量摄入量(NEI)的值在一定范围的水深和速度。预测结果可用于建立单变量“生境”适宜性曲线或多变量“生境”选择模型,用于河流生境模拟程序。捕获成功子模型和游泳成本子模型是生物能量模型的基本组成部分,有必要了解它们对NEI预测的影响。对游泳成本子模型的检查显示,物种和模型之间存在惊人的差异,这归因于用于推导它们的数据的数量和范围以及制定游泳成本方程的不同方法。大鱼(> ~ 96g)的最优速度预测受游动成本子模型选择的影响,而小鱼的最优速度预测则取决于捕获成功子模型的选择。需要更多的研究来验证捕获成功子模型,特别是对于较大尺寸的鱼。拦截猎物时的游泳成本,以及在有湍流的天然溪流中游泳的成本,是其他不确定因素。
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引用次数: 5
Modelling fish physico-thermal habitat selection using functional regression 用函数回归模拟鱼类物热生境选择
Pub Date : 2021-02-09 DOI: 10.1080/24705357.2020.1840313
J. Boudreault, A. St‐Hilaire, F. Chebana, N. Bergeron
Abstract In this paper, a new fish habitat modelling approach is introduced using the full probability density functions (PDF), rather than single measurements or central tendency metrics, to describe each predictor. To model habitat selection using PDFs, functional regression models (FRM) are used to allow for the inclusion of curves or functions (smoothed empirical PDFs) in regression models compared to scalars or vectors in classical contexts. The benefits of FRM are exemplified by comparing results with those obtained using generalized additive models (GAM), one of the most recent and performing models in the field. Abundance of juvenile Atlantic salmon sampled at 26 sites (75 m-long x river width) of the Sainte-Marguerite River (Quebec, Canada) was modelled with PDFs of four potential predictors: flow velocity, water depth, substrate size and water temperature. The latter has been less frequently used in habitat modelling and the results showed that it was the most significant predictor. Overall, FRM explained more of the variability in habitat selection than GAM (+14.9% for fry and +8.1% for 1+ parr), mainly due to their ability to use complete distributions of the habitat variables rather than aggregated values (mean). A leave-one-out cross validation showed that both GAM and FRM had similar performance to predict fish abundance. The use of FRM in fish habitat modelling is innovative and its potential should be further developed, especially in the current context where habitat variables are becoming increasingly easy to obtain due to rapid progress of remote measurement techniques.
摘要本文提出了一种新的鱼类栖息地建模方法,利用全概率密度函数(PDF)来描述每个预测因子,而不是单一的测量或集中趋势指标。为了利用pdf对生境选择进行建模,与传统背景下的标量或向量相比,函数回归模型(FRM)允许在回归模型中包含曲线或函数(平滑的经验pdf)。通过将结果与使用广义加性模型(GAM)获得的结果进行比较,证明了FRM的优点。广义加性模型是该领域最新和最有效的模型之一。在圣玛格丽特河(加拿大魁北克省)的26个地点(75米长x河宽)取样的大西洋鲑鱼幼鱼的丰度,用四个潜在预测因子的pdf模型建模:流速、水深、基质大小和水温。后者在生境模拟中较少使用,结果表明它是最显著的预测因子。总体而言,FRM比GAM更能解释栖息地选择的变异性(鱼苗+14.9%,1+ parr +8.1%),这主要是由于FRM能够使用栖息地变量的完整分布,而不是汇总值(平均值)。留一交叉验证表明,GAM和FRM在预测鱼类丰度方面具有相似的性能。在鱼类生境建模中使用FRM是一种创新,应进一步开发其潜力,特别是在目前的情况下,由于远程测量技术的迅速发展,生境变量越来越容易获得。
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引用次数: 7
How does sediment supply influence refugia availability in river widenings? 河流加宽时泥沙供应如何影响避难所的可利用性?
Pub Date : 2021-02-01 DOI: 10.1080/24705357.2020.1831415
C. Rachelly, K. Mathers, C. Weber, V. Weitbrecht, R. Boes, D. Vetsch
Abstract Habitats that mitigate the effects of a disturbance event (e.g. flood) are referred to as refugia. Their occurrence in heavily impacted river systems is often limited, and their restoration rarely pursued. This paper presents the results of a combined laboratory and numerical modeling study to assess flood refugia availability to mobile aquatic organisms in the context of river restoration and dynamic river widening. We used a calibrated 2D hydrodynamic model based on eight topographies obtained in laboratory experiments to assess refugia availability by analyzing the hydro-morphological conditions under varying sediment supply. Overall, sediment equilibrium sustains more complex hydro-morphological conditions with low bed shear stress zones being maintained during elevated discharges. Furthermore, our results suggest that the floodplain is an important potential refuge that becomes accessible for discharges with a return period of approximately one year. Conversely, sediment deficit results in a homogeneous flow field with steadily increasing hydraulic forces for high flows and impaired lateral connectivity except for very large flood events of a 30- to 100-year return period. Dynamic river widening implemented in a channel with sediment equilibrium conditions as opposed to a sediment deficit is thus more likely to provide flood refugia.
减轻干扰事件(如洪水)影响的栖息地被称为避难所。在受到严重影响的河流系统中,它们的出现通常是有限的,而且很少进行修复。本文介绍了一项实验室和数值模拟相结合的研究结果,以评估河流恢复和动态河流拓宽背景下流动水生生物的洪水避难所可用性。我们使用基于实验室实验中获得的八种地形的校准二维水动力模型,通过分析不同泥沙供应下的水文形态条件来评估避难所的可用性。总的来说,泥沙平衡维持了更复杂的水文形态条件,在高流量期间保持了低床剪切应力带。此外,我们的研究结果表明,洪泛区是一个重要的潜在避难所,在大约一年的返回期可以进入。相反,泥沙亏缺导致均匀流场,大流量时水力稳定增加,横向连通性受损,除非是30至100年周期性的特大洪水事件。因此,在泥沙平衡条件下而不是泥沙亏缺条件下实施的动态河道加宽更有可能提供洪水避难所。
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引用次数: 6
Assessing contributions of cold-water refuges to reproductive migration corridor conditions for adult Chinook Salmon and steelhead trout in the Columbia River, USA. 美国哥伦比亚河冷水保护区对成年奇努克鲑鱼和钢头鳟鱼生殖迁移走廊条件的贡献。
Pub Date : 2020-12-17 DOI: 10.1080/24705357.2020.1855086
Marcía N Snyder, Nathan H Schumaker, Jason B Dunham, Matthew L Keefer, Peter Leinenbach, Allen Brookes, John Palmer, Jennifer Wu, Druscilla Keenan, Joseph L Ebersole

Diadromous fish populations face multiple challenges along their migratory routes. These challenges include suboptimal water quality, harvest, and barriers to longitudinal and lateral connectivity. Interactions among factors influencing migration success make it challenging to assess management options for improving migratory fish conditions along riverine migration corridors. We describe a spatially explicit simulation model that integrates complex individual behaviors of fall-run Chinook Salmon (Oncorhynchus tshawytscha) and summer-run steelhead trout (O. mykiss) during migration, responds to variable habitat conditions over a large extent of the Columbia River, and links migration corridor conditions to fish condition outcomes. The model is built around a mechanistic behavioral decision tree that drives individual interactions of fish within their simulated environments. By simulating several thermalscapes with alternative scenarios of thermal refuge availability, we examined how behavioral thermoregulation in cold-water refuges influenced migrating fish conditions. Outcomes of the migration corridor simulation model show that cold-water refuges can provide relief from exposure to high water temperatures, but do not substantially contribute to energy conservation by migrating adults. Simulated cooling of the Columbia River decreased reliance on cold-water refuges and there were slight reductions in migratory energy expenditure. This modeling of simulated thermalscapes provides a framework for assessing the contribution of cold-water refuges to the success of migrating fishes, but any final determination will depend on analyzing fish survival and health for their entire migration, water temperature management goals and species recovery targets.

二恶英鱼类种群在洄游路线上面临多重挑战。这些挑战包括水质欠佳、采收以及纵向和横向连接障碍。影响洄游成功的因素之间的相互作用使评估改善河流洄游走廊沿岸洄游鱼类条件的管理选择具有挑战性。我们描述了一个空间显式模拟模型,该模型集成了秋洄游的奇努克鲑鱼(Oncorhynchus tshawytscha)和夏洄游的虹鳟(O. mykiss)在洄游过程中的复杂个体行为,响应了哥伦比亚河大范围内变化的栖息地条件,并将洄游走廊条件与鱼类状况结果联系起来。该模型是围绕一个机械行为决策树建立的,该决策树驱动鱼在模拟环境中的个体相互作用。通过模拟几种具有热避难所可用性的热景观,我们研究了冷水避难所的行为热调节如何影响洄游鱼类的条件。迁移走廊模拟模型的结果表明,冷水避难所可以缓解暴露在高水温下的压力,但对成年迁移的能源节约没有实质性的贡献。哥伦比亚河的模拟降温减少了对冷水避难所的依赖,迁徙的能量消耗也略有减少。这种模拟热景观的建模为评估冷水保护区对鱼类成功洄游的贡献提供了一个框架,但任何最终的决定都将取决于对鱼类整个洄游过程的生存和健康状况、水温管理目标和物种恢复目标的分析。
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引用次数: 11
Effect of artificial seagrass on hydrodynamic thresholds for the early establishment of Zostera marina 人工海草对Zostera码头早期建立水动力阈值的影响
Pub Date : 2020-12-17 DOI: 10.1080/24705357.2020.1858197
Jana Carus, C. Arndt, T. Bouma, B. Schröder, M. Paul
Abstract Seagrass meadows have disappeared on many coastal sections due to anthropogenic disturbances, diseases, and/or eutrophication. To facilitate informed seagrass restoration, we i) quantified the hydrodynamic dislodgement thresholds for newly transplanted Z. marina shoots, and ii) tested the effect of artificial seagrass (ASG) as a hydrodynamic protection measure. Experiments were carried out by planting Z. marina rhizomes with living shoots into a sediment bed and exposing them to a range of wave and current conditions in a flume. The use of ASG significantly reduced wave height, as well as current velocity. The applied waves led to the development of ripples whereas currents led to erosion of the sediment bed. The number of shoots that were uprooted and dislodged increased with increasing bed shear stress and erosion. By reducing bed shear stress, the ASG raised the input current velocity threshold, which the transplanted shoots were able to withstand. The present study offers insight into the effect of artificial seagrass (ASG) on wave and current attenuation, as well as sediment erosion and shoot dislodgement. Our results help to inform the setting of hydrodynamic thresholds for the early establishment of Z. marina and to define the improvement of hydrodynamic conditions by ASG.
由于人为干扰、疾病和/或富营养化,许多沿海地区的海草草甸已经消失。为了促进海草的恢复,我们量化了新移植海草的水动力位移阈值,并测试了人工海草作为水动力保护措施的效果。实验是通过将带活芽的Z. marina根状茎种植在沉积物床上,并将它们暴露在水槽中的一系列波浪和水流条件下进行的。ASG的使用显著降低了波高和流速。施加的波浪导致波纹的形成,而水流则导致沉积物床的侵蚀。随着河床剪应力和侵蚀的增加,被连根拔起和移出的芽数也随之增加。通过降低床层剪切应力,ASG提高了移栽苗能够承受的输入电流速度阈值。本研究揭示了人工海草(ASG)对波浪和水流衰减以及沉积物侵蚀和枝状物移动的影响。我们的研究结果有助于为早期建立Z. marina提供水动力阈值的设置,并明确ASG对水动力条件的改善。
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引用次数: 3
Microhabitat selection by macroinvertebrates: generality among rivers and functional interpretation 大型无脊椎动物的微生境选择:河流间的普遍性和功能解释
Pub Date : 2020-12-17 DOI: 10.1080/24705357.2020.1858724
M. Forcellini, L. Plichard, S. Dolédec, S. Mérigoux, J. Olivier, S. Cauvy‐Fraunié, N. Lamouroux
Abstract The transferability of hydraulic microhabitat selection models among rivers has been largely debated. It can influence management decisions such as restoration measures or environmental flow definitions. We updated microhabitat selection models for 258 macroinvertebrate taxa, with 141 species, collected in 2128 Surber or Hess samples during 91 surveys (sites × dates) distributed in eleven small streams to large rivers of Germany and France. We compared microhabitat selection for four hydraulic variables, developed using mixed-effects models that account for the overdispersion of observed abundance, partly due to spatial aggregation. Models based on bed shear stress, water column velocity and Froude number showed comparable results and were stronger than models for water depth. For these velocity-related variables, 61–78% of models were significant and revealed variable response forms among taxa. The explanatory power of “average” microhabitat selection models, with response forms common to all surveys, was 78–83% of the explanatory power of more detailed models with variable response forms. Significant associations with biological traits such as locomotion, relation to substrate or food types suggested that microhabitat selection results from general biological processes. Our results indicate a high degree of transferability and can be useful in many basic and applied ecological studies.
水力微生境选择模型在河流间的可移植性一直备受争议。它可以影响管理决策,如恢复措施或环境流定义。本文对分布于德国和法国11条小河至大河的91次调查(地点×日期)中2128个Surber或Hess样本的141种258个大型无脊椎动物类群的微生境选择模型进行了更新。我们比较了四个水力变量的微生境选择,这些变量是使用混合效应模型开发的,该模型解释了观测到的丰度的过度分散,部分原因是空间聚集。基于床层剪应力、水柱速度和弗劳德数的模型具有相似的结果,并且比基于水深的模型更强。对于这些与速度相关的变量,61 ~ 78%的模型是显著的,并且在类群之间显示出不同的响应形式。具有所有调查共同响应形式的“平均”微生境选择模型的解释力为具有可变响应形式的更详细模型的解释力的78-83%。微生境的选择与运动、与基质或食物类型的关系等生物学性状有显著关联,这表明微生境的选择是一般生物学过程的结果。我们的研究结果显示了高度的可转移性,可用于许多基础和应用生态学研究。
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引用次数: 10
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Journal of ecohydraulics
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