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首页> 外文期刊>Journal of the American Water Resources Association >Reduced complexity models for regional aquatic habitat suitability assessment
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Reduced complexity models for regional aquatic habitat suitability assessment

机译:用于区域水生生境适宜性评估的简化复杂度模型

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Generalizable methods that identify suitable aquatic habitat across large river basinsand regions are needed to inform resource management. Habitat suitability modelsintersect environmental variables to predict species occurrence, but are often dataintensive and thus are typically developed at small spatial scales. This study estimatedmean monthly aquatic habitat suitability throughout Utah (USA) for BonnevilleCutthroat Trout (Oncorhynchus clarkii utah) and Bluehead Sucker (Catostomus discobolus)with publicly available, geospatial datasets. We evaluated 15 habitat suitabilitymodels using unique combinations of percent of mean annual discharge, velocity, gradient,and stream temperature. Environmental variables were validated with observedconditions and species presence observations to verify habitat suitability estimates.Stream temperature, gradient, and discharge best predicted Bonneville CutthroatTrout presence, and gradient and discharge best predicted Bluehead Sucker presence.Simple aquatic habitat suitability models outperformed models that used only streamflowto estimate habitat for both species, and are useful for conservation planningand water resources decision-making.This modeling approach could enable resourcemanagers to prioritize stream restoration across vast regions within their managementdomain, and is potentially compatible with water management modeling to improveecological objectives in management models.
机译:需要采用可推广的方法,在大型河流流域和区域确定合适的水生栖息地,以便为资源管理提供信息。栖息地适宜性模型与环境变量相交以预测物种的出现,但通常是数据密集型的,因此通常在较小的空间尺度上开发。本研究使用公开的地理空间数据集估计了整个犹他州(美国)邦纳维尔切喉鳟鱼(Oncorhynchus clarkii utah)和蓝头吸盘(Catostomus discobolus)的平均月水生栖息地适宜性。我们评估了 15 个栖息地适宜性模型,使用年平均流量百分比、速度、梯度和溪流温度的独特组合。通过观测条件和物种存在观测来验证环境变量,以验证生境适宜性估计。溪流温度、梯度和流量最能预测邦纳维尔切喉鳟鱼的存在,梯度和流量最能预测蓝头吸盘的存在。简单的水生生境适宜性模型优于仅使用径流来估计两个物种生境的模型,并且有助于保护规划和水资源决策。这种建模方法可以使资源管理者能够在其管理域内对广大地区的河流恢复进行优先排序,并且可能与水管理建模兼容,以改善管理模型中的生态目标。

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