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Ecological niche modeling of the invasive potential of Nile tilapia Oreochromis niloticus in African river systems: Concerns and implications for the conservation of indigenous congenerics

机译:尼罗罗非鱼尼罗罗非鱼在非洲河流系统中的入侵潜力的生态位建模:对本地同系物种保护的关注和影响

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摘要

This study applied ecological niche models to determine the potential invasive range of Nile tilapia, Oreochromis niloticus, with a particular focus on river systems in southern Africa where it is now established and spreading. Computational tools such as niche models are useful in predicting the potential range of invasive species, but there are limitations to their application. In particular, models trained on native records may fail to predict the full extent of an invasion. This failure is often attributed to changes in either the niche of the invading species or the variables used to develop the models. In this study, we therefore evaluated the differences in the predictive power of models trained with different environmental variables, the effect of species range (native vs. introduced) on model performance and assessed whether or not there is evidence suggestive of a niche shift in Nile tilapia following its introduction. Niche models were constructed using Maxent and the degree of niche similarity was assessed using Schoener's index. Null models were used to test for significance. Model performance and niche conservatism varied significantly with variable selection and species range. This indicates that the environmental conditions available to Nile tilapia in its native and introduced ranges are not congruent. Nile tilapia exhibited broad invasive potential over most of southern Africa that overlaps the natural range of endemic congenerics. Of particular concern are areas which are free of exotic species but are now vulnerable due to the promotion of fish introductions mainly for aquaculture and sport fishing.
机译:这项研究应用生态位模型来确定尼罗罗非鱼的潜在入侵范围,特别关注非洲南部现已建立并传播的罗非鱼。诸如小生境模型之类的计算工具可用于预测入侵物种的潜在范围,但其应用受到限制。特别是,在本机记录上训练的模型可能无法预测入侵的整个范围。这种失败通常归因于入侵物种的生态位变化或用于开发模型的变量。因此,在这项研究中,我们评估了使用不同环境变量训练的模型的预测能力的差异,物种范围(本地和引入)对模型性能的影响,并评估了是否有证据表明尼罗河生态位发生了变化罗非鱼继引进之后。利用Maxent构建生态位模型,并使用Schoener指数评估生态位相似度。空模型用于检验显着性。模型性能和生态位保守性随选择和物种范围的变化而显着变化。这表明尼罗罗非鱼在其自然范围和引进范围内可获得的环境条件不完全相同。尼罗罗非鱼在南部非洲的大部分地区显示出广泛的入侵潜力,与当地同类动物的自然分布重叠。特别令人关注的是没有外来物种的地区,但现在由于促进主要用于水产养殖和运动捕鱼的鱼类引进而变得脆弱。

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