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Increasing drought favors nonnative fishes in a dryland river: evidence from a multispecies demographic model

机译:干旱日益加剧,旱地河流中的非本地鱼类受到青睐:来自多物种人口模型的证据

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摘要

Understanding how novel biological assemblages are structured in relation to dynamic environmental regimes remains a central challenge in ecology. Demographic approaches to modeling species assemblages show promise because they seek to represent fundamental relationships between population dynamics and environmental conditions. In dryland rivers, rapidly changing climate conditions have shifted drought and flooding regimes with implications for fish communities. Our goals were to (1) develop a mechanistic multispecies demographic model that links native and nonnative species with river flow regimes, and (2) evaluate demographic responses in population and community structure to changing flow regimes. Each fish species was represented by a stage‐structured matrix, and species were coupled together into a multispecies framework through density‐dependent relationships in reproduction. Then, community dynamics were simulated through time using annual flow events classified from gaged streamflow data. We parameterized the model with vital rates and flow–response relationships for a community of native and nonnative fishes using literature‐derived values. We applied the simulation model to the Verde River (Arizona, USA ), a major tributary within the Colorado River Basin, for the past half century (1964–2017). Model validation revealed a match between model projections and relative abundance trends observed in a long‐term fish monitoring dataset (1994–2008). At the beginning of the validation period (1994), model and survey observations showed that native species comprised approximately 80% of total abundance. Model projections beyond the survey data (2008–2017) predicted a shift from a native dominant to a nonnative dominant assemblage, coinciding with increasing drought frequency. Trade‐offs between native and nonnative species dominance emerged from differences in mortality in response to the changing sequence of major flow events including spring floods, summer high flows, and droughts. In conclusion, the demographic approach presented here provides a flexible modeling framework that is readily applied to other stream systems and species by adjusting or transferring, when appropriate, species vital rates and flow‐event thresholds.
机译:了解与动态环境机制有关的新型生物集合体的结构仍然是生态学的主要挑战。用人口统计学方法对物种集合进行建模是有希望的,因为它们试图代表种群动态与环境条件之间的基本关系。在干旱的河流中,迅速变化的气候条件已经改变了干旱和洪水制度,对鱼类群落产生了影响。我们的目标是(1)建立将本地和非本地物种与河流流态联系起来的机械多物种人口模型,以及(2)评估人口和社区结构对流态变化的人口响应。每个鱼类都由一个阶段结构矩阵表示,并且通过繁殖中密度相关的关系将一个物种耦合到一个多物种框架中。然后,使用从测量的流量数据中分类的年度流量事件,通过时间模拟社区动态。我们使用源自文献的值,为本地和非本地鱼类群落的生命率和流量-响应关系参数化了模型。在过去的半个世纪(1964-2017年),我们将模拟模型应用于了佛得角河(美国亚利桑那州),该河是科罗拉多河流域的主要支流。模型验证显示,在长期鱼类监测数据集中(1994-2008年),模型预测与相对丰度趋势之间存在匹配关系。在验证期开始时(1994年),模型和调查观察表明,本地物种约占总丰度的80%。除调查数据(2008-2017年)之外的模型预测还预测了从本地优势族群向非本地优势族群的转变,同时干旱频率增加。由于主要流量事件的顺序不断变化,包括春季洪水,夏季高流量和干旱,死亡率的差异导致了本地和非本地物种优势之间的权衡。总之,这里介绍的人口统计方法提供了一种灵活的建模框架,可以通过适当地调整或转移物种的生命率和流量事件阈值,将其轻松应用于其他河流系统和物种。

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