Do rearing salmonids predictably occupy physical microhabitat?

IF 4.6 Q2 ENVIRONMENTAL SCIENCES
Peter J. Moniz, G. Pasternack, D. Massa, L. Stearman, P. Bratovich
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引用次数: 15

Abstract

Abstract Microhabitat suitability models are commonly used to estimate salmonid habitat abundance and quality with unknown accuracy or reliability. When tested, the metrics used to evaluate these models are often limited by the methods used to develop them. More generalized bioverification strategies that transcend methodology are therefore needed in ecohydraulics. This study further developed and applied such a generalized bioverification framework to four approximately 1-m-resolution rearing salmonid microhabitat suitability models. Water depth and velocity habitat suitability criteria (HSC) functions were developed for two size classes of rearing Oncorhynchus tshawytscha and O. mykiss using snorkel survey data collected over three years at seven sites along the lower Yuba River in California, USA. An expert-based cover HSC function was modified from previous studies. HSC functions were applied to previously validated, approximately 1-m-resolution two-dimensional hydrodynamic models and cover maps of the river. Mann–Whitney U tests confirmed that suitability values were significantly higher at utilized locations compared to randomly generated, non-utilized locations for all four models. Bootstrapped forage ratios demonstrated that microhabitat suitability models accurately predicted both preferred and avoided habitat beyond the 95% confidence level. This generalized bioverification framework is recommended for evaluating and comparing the accuracy and reliability of ecohydraulic models used in habitat management worldwide.
养殖鲑鱼是否可以预见地占据物理微栖息地?
微生境适宜性模型通常用于估计鲑鱼生境的丰度和质量,但精度和可靠性尚不清楚。在进行测试时,用于评估这些模型的度量通常受到用于开发这些模型的方法的限制。因此,在生态水力学中需要超越方法论的更广义的生物过度化策略。本研究进一步发展了这种广义的生物过度化框架,并将其应用于四个大约1m分辨率的养殖鲑鱼微生境适宜性模型。利用3年多来在美国加利福尼亚州尤巴河下游7个地点采集的浮潜调查数据,建立了两种大小等级的水蚤(Oncorhynchus tshawytscha和O. mykiss)的水深和流速生境适宜性标准函数。在前人研究的基础上,对基于专家的覆盖HSC函数进行了改进。HSC函数应用于先前验证的,大约1米分辨率的二维水动力模型和河流覆盖图。Mann-Whitney U测试证实,在所有四种模型中,与随机生成的未使用位置相比,已使用位置的适宜性值显着更高。自举草料比表明,微生境适宜性模型准确预测了偏好和避免的生境,置信度超过95%。这个广义的生物过度化框架被推荐用于评价和比较世界范围内用于生境管理的生态水力模型的准确性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.10
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