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A study on relationships between large-scale climate indices and estimates of North Pacific albacore tuna productivity

机译:大规模气候指数与北太平洋长鳍金枪鱼生产力估计值之间关系的研究

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A logistic production model was used to examine potential relationships between three climate indices, the North Pacific Gyre Oscillation (NPGO), the Pacific Decadal Oscillation (PDO), and the Multivariate El Nino-Southern Oscillation Index (MEI), andproductivity estimates of the North Pacific albacore tuna (Thunnus alalunga) population. Catch and standardized catch-per-unit-effort data from three longline fisheries (Japan, US, and Taiwan) were used in the model. The climate indices were incorporated into the model by correlating time-varying intrinsic population growth rate (ry) of the production model with the annual mean value for each index. The estimated probability that the NPGO is positively correlated with stock productivity, as measured byry, was 0.99, and the calculated probability that MEI is negatively correlated with the productivity was 0.95. The time lag for these correlations is 4 yr, which is consistent with the timing of recruitment to the Japan long-line fishery. The PDO did not seem to have any detectable relationship with stock productivity. However, it remains uncertain if there is a conclusive linkage between the albacore productivity and the NPGO or the MEI index, because model fit to the data is about the same as that ofa base model which does not use any climate index and assumes a time-invariant r.
机译:逻辑生产模型用于检验三个气候指数之间的潜在关系,即北太平洋回旋涛动(NPGO),太平洋年代际振荡(PDO)和多变量厄尔尼诺-南方涛动指数(MEI),以及北部的生产力估计值太平洋长鳍金枪鱼(Thunnus alalunga)人口。该模型使用了来自三个延绳钓渔业(日本,美国和台湾)的渔获量和标准化的每单位工作量渔获量数据。通过将生产模型的时变内在人口增长率(ry)与每个指数的年平均值相关联,将气候指数纳入模型。 NPGO与股票生产力呈正相关的估计概率(按Byry测得)为0.99,而MEI与生产力呈负相关的计算概率为0.95。这些相关性的时滞为4年,与日本延绳钓渔业的征聘时间一致。 PDO与库存生产力似乎没有任何可检测的关系。但是,仍然不确定长鳍金枪鱼生产力与NPGO或MEI指数之间是否存在决定性联系,因为适合数据的模型与不使用任何气候指数并假设时间为不变河

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