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Modelling the Ecological Effect of the Golden Mussel Invasion in Uruguay River ?

机译:乌拉圭河金贻贝入侵的生态效应建模

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摘要

The invasion of exotic species in aquatic environments is one of the several factors responsible for altering the dynamics of fish communities. The golden mussel Limnoperna fortunei was first recorded in the upper Uruguay river, Brazil in 2012 and since then there is an open need to discuss and evaluate how this invasive species interferes with the life of the ten must abundant fishes of this region. In order to achieve this, this work uses two different nonlinear state-space models to describe the dynamics of the K condition factor and abundance of these communities, whose parameters are identified by extended Least Squares procedures, considering real, in locus collected data. One model is polynomially nonlinear on the states and the other is linear, while both are output-nonlinear. This work also evaluates quantitatively how the (sudden) presence of the golden mussel medelled with the aquatic life of the upper Uruguay river, with the aid of high-fidelity simulation results. The methodology points to significant changes in five distinct fish communities, which was also partially observed in nature. Moreover, preliminary results regarding control techniques are also presented to illustrate how environmental policies could act to prevent a biological catastrophe due to this invasor.
机译:外来物种在水生环境中的入侵是导致鱼类群落动态变化的几个因素之一。金色贻贝Limnoperna fortunei最早于2012年在巴西乌拉圭河上游被记录,从那时起,迫切需要讨论和评估这种入侵物种如何干扰该地区十种必须丰富的鱼类的生活。为了实现这一目标,这项工作使用两个不同的非线性状态空间模型来描述K条件因子和这些群落的丰度的动力学,其参数是通过扩展最小二乘程序确定的,并考虑了实地收集的数据。一个模型在状态上是多项式非线性的,另一个模型是线性的,而两者都是输出非线性的。这项工作还借助高保真度模拟结果,定量评估了金贻贝的(突然)存在与乌拉圭河上游的水生生物之间的关系。该方法指出了五个不同鱼类群落的显着变化,这在自然界中也得到了部分观察到。此外,还提供了有关控制技术的初步结果,以说明环境政策如何采取措施预防由于该入侵者引起的生物灾难。

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