首页> 外文会议>IEEE/OES Acoustics in Underwater Geosciences Symposium >Variability in distribution and aggregation behavior of the Peruvian anchovy (Engraulis ringens) analyzed using a fifteen year long series of acoustic surveys (2000???2014)
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Variability in distribution and aggregation behavior of the Peruvian anchovy (Engraulis ringens) analyzed using a fifteen year long series of acoustic surveys (2000???2014)

机译:使用十五年长系列声学调查分析秘鲁凤尾鱼(Engraulis Ringens)的分布和聚集行为的变异(2000年 - 2000 ??? 2014)

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The Peruvian "anchovy" (Engraulis ringens) maintains the world's largest single species fishery in the world. Acoustic data from research cruises surveying the distribution area of this species provide meaningful information about its behavior and distribution as well as its abundance within years and decades. Acoustic information gathered during 15 years (15 summer and 12 winter "Pelagic Hydroacoustic Evaluation Cruises") along the Peruvian coast from 2000 to 2014, revealed characteristic patterns within the aggregation behavior and distribution of anchovy. Measuring pelagic fish species distribution and abundance for stock assessment were the main objectives of those cruises conducted by the Instituto del Mar del Peru. Acoustic surveys were performed using scientific echosounders Simrad: EK-500 (2000???2007) and EK60 (2008???2014). Frequencies 38, 120 and 200 kHz were deployed but the operative frequency was 120 kHz for analysis and biomass estimation. Echoview was used as acoustic data post-processing program. 27-cruise database was used to calculate statistical indicators such as gravity center, variogram, Lorenz diagram and Gini Index, all associated with anchovy abundance and distribution. Geostatistical analysis were used to determine the gravity center and variogram. Variograms analysis were performed on the EVA (VAriance Estimation) program with spherical model and the fit semivariogram models by the method of least squares. Our main results show that anchovy distribution, as observed in these analyses, was highly variable, with characteristic seasonal behavior (summer and winter), and associated to distinct environmental conditions. Anchovy distributions from 2000 to 2014 have a gravity center between latitudes 07 and 13??S, along the north-central region of the Peruvian coast, area of greatest abundance. In summer, the gravity center fluctuated off Huarmey (10??S) while in winter-spring it showed some southward trend in recent years. El Ni??o and La Ni?- a phenomena observed during this period did not show any influence on the anchovy gravity center. In summer larger structures on the variograms (variances, variability and clustering of schools of fish) were found with respect to winter. This is likely due to the high concentration of schools and high integration values. In winter with the increased presence of cold water, the favorable habitat of anchovy is wider favoring major school dispersion, lower integration values and lower variability. However, the data structure varies noticeably within the year, each cruise having a particular pattern. Atypical distribution was recorded in winter of 2013, with high abundances and existence of compact well identified schools. The variogram parameters lead to consider that anchovy distribution is structured and spatially dependent, which indicates that anchovy spatial distribution is a continuous process with auto-correlated characteristics. The degree of concentration of the distribution data were evidenced by the Lorenz diagram.
机译:秘鲁“凤尾鱼”(Engraulis Ringens)在世界上维持了世界上最大的单一物种渔业。来自研究巡航的声学数据测量该物种的分布区域提供有关其行为和分配的有意义的信息,以及在几年和几十年内的丰富。从2000年到2014年秘鲁海岸沿秘鲁海岸收集的声学信息(15夏季和12次冬季“冬季”)“,揭示了凤尾鱼的聚集行为和分布范围内的特征模式。衡量储备鱼类分布和股票评估丰富是由Instituto del Mar del秘鲁进行的这些游轮的主要目标。使用科学回声乐斯莫德斯进行声学调查:EK-500(2000 ??? 2007)和EK60(2008年 - 2014年)。部署频率38,120和200kHz,但操作频率为120kHz,用于分析和生物质估计。 EchoView被用作声学数据后处理程序。 27 - 巡航数据库用于计算统计指标,如重力中心,变形仪,洛伦兹图和基尼指数,均与凤尾鱼丰富和分布相关联。地质统计分析用于确定重力中心和变形仪。通过最小二乘法对具有球形模型和拟合半造型模型的EVA(方差估计)程序进行变速仪分析。我们的主要结果表明,在这些分析中观察到的凤尾鱼分布是高度变化的,具有特征季节性行为(夏季和冬季),与不同的环境条件相关。 2000年至2014年的Anchovy分布在秘鲁海岸北部地区的北部地区,辽地区之间的重力中心有着纬度07和13 ??。夏季,重力中心在冬季春天的冬季波动(10 ??),近年来展示了一些南方趋势。 el ni ?? o和la ni? - 在此期间观察到的现象并未对凤尾重力中心显示任何影响。在夏季更大的结构上,冬季发现了变动函数(鱼类,鱼类学校的差异,变异性和聚类)。这可能是由于学校的高度集中度和高集成值。在冬季随着冷水的增加,凤尾鱼的有利栖息地是最喜欢的主要学校分散,较低的集成价值和较低的可变性。然而,数据结构在年内明显变化,每个巡航具有特定的模式。非典型分布于2013年冬季记录,具有高度丰富和具有紧凑良好的学校的存在。变速仪参数导致认为锚固分布在结构和空间上依赖,这表明凤尾碍空间分布是具有自相关特性的连续过程。 Lorenz图证明了分布数据的浓度程度。

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