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首页> 外文期刊>Fisheries Oceanography >Distribution patterns of Pacific halibut (Hippoglossus stenolepis) in relation to environmental variables along the continental shelf waters of the US West Coast and southern British Columbia
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Distribution patterns of Pacific halibut (Hippoglossus stenolepis) in relation to environmental variables along the continental shelf waters of the US West Coast and southern British Columbia

机译:太平洋大比目鱼(Hippoglossus stenolepis)的分布模式与美国西海岸和不列颠哥伦比亚省南部大陆架水域的环境变量相关

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Knowing how Pacific halibut (Hippoglossus stenolepis) distribute in relation to ocean conditions is of primary importance to halibut managers, as they are tasked with estimating stock size and designing effective monitoring programs amidst a changing climate. This research examined near-bottom environmental data alongside halibut survey catch data for the years 2006-2009 on the continental shelf of Oregon, Washington, and southern British Columbia. The objectives of the research were to: (1) characterize summer environmental conditions and halibut distribution; (2) explore ranges and possible tolerance thresholds for halibut in relation to temperature, dissolved oxygen (DO), salinity, and pH; and (3) identify the primary environmental factors affecting distribution of halibut and model the observed relationships. Seasonal hypoxia is an annual feature of the study area and results suggest halibut exhibited an apparent DO minimum threshold of 0.9mLL(-1). Ordinary least squares multiple regression analysis indicated that depth, temperature, and DO were significant variables in predicting halibut distribution, whereas salinity and bottom type were not. Ambiguity in model results led to the use of two additional analytical methods, geographically weighted regression (GWR) and tree regression, to examine regional variation and the overarching structure of halibut distribution. The three models yielded similar results indicating the importance of DO and temperature as variables describing structure. The GWR model yielded the best fit of the three when using DO as a predictor variable, indicating that regional variation is a factor. These results suggest that low, but above-threshold, DO may be contributing to catchability differences in the survey.
机译:了解大比目鱼(Hippoglossus stenolepis)与海洋状况有关的分布方式对大比目鱼管理者至关重要,因为他们的任务是在气候变化的情况下估计种群数量并设计有效的监测程序。这项研究研究了俄勒冈州,华盛顿州和不列颠哥伦比亚省南部大陆架2006-2009年的近底环境数据和大比目鱼捕捞量数据。该研究的目的是:(1)表征夏季环境条件和大比目鱼的分布; (2)探索比目鱼相对于温度,溶解氧(DO),盐度和pH的范围和可能的耐受阈值; (3)确定影响大比目鱼分布的主要环境因素,并对观察到的关系建模。季节性缺氧是研究区域的年度特征,结果表明大比目鱼的溶解氧最低阈值为0.9mLL(-1)。普通最小二乘多元回归分析表明,深度,温度和溶解度是预测大比目鱼分布的重要变量,而盐度和底部类型则不是。模型结果中的歧义导致使用了两种附加的分析方法,即地理加权回归(GWR)和树回归,以检查区域变化和大比目鱼分布的总体结构。这三个模型得出的结果相似,表明溶解氧和温度作为描述结构变量的重要性。当使用DO作为预测变量时,GWR模型产生了三个中的最佳拟合,表明区域差异是一个因素。这些结果表明,较低但高于阈值的溶解氧可能会导致调查中的可捕获性差异。

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