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Prediction method of abundance of ocean squid resources based on gray system

机译:基于灰色系统的海鱿资源丰富度预测方法

摘要

The present invention relates to a method of predicting stock quantities of short life cycle species, and belongs to the field of pelagic fishing. 1. A method of predicting the abundance of ocean squid resources based on a gray system, the gray correlation analysis method being used to calculate the gray correlation magnitude of the influence factor of the abundance of ocean squid resources, Prediction of the abundance of ocean squid resources using the elements selected in step 2 using Step 2 of selecting the influence factor having a large degree of gray correlation as an element of the stock abundance prediction model and the discrete GM model Perform step 3 of model creation and validity analysis including relative error and correlation coefficient analysis on the prediction model of step 3, and the model with the smallest relative error and the highest correlation coefficient is most appropriate And 4) selecting as a prediction model. In the present invention, the gray system is used to predict the abundance of squid resources with a high accuracy of 90% or more, and provides a reference for fishery production practice and scientific management. [Selected figure] Figure 1
机译:本发明涉及一种预测生命周期短的物种种群数量的方法,属于远洋捕捞领域。 1,一种基于灰色系统的海洋鱿鱼资源丰富度预测方法,利用灰色关联分析法计算海洋鱿鱼资源丰富度影响因素的灰色关联度,预测海洋鱿鱼的丰富度使用步骤2中选择的具有较高灰色相关程度的影响因子作为库存量预测模型和离散GM模型的元素的步骤2,在步骤2中选择的元素来执行资源。执行模型创建和有效性分析的步骤3,包括相对误差和在步骤3的预测模型上进行相关系数分析,并且具有最小相对误差和最高相关系数的模型最合适。4)选择作为预测模型。在本发明中,灰色系统用于以90%以上的高精度预测鱿鱼资源的丰富度,为渔业生产实践和科学管理提供参考。 [选定图]图1

著录项

  • 公开/公告号JP2019511783A

    专利类型

  • 公开/公告日2019-04-25

    原文格式PDF

  • 申请/专利权人 上海海洋大学;

    申请/专利号JP20180549575

  • 发明设计人 陳 新軍;汪 金涛;雷 林;余 為;

    申请日2017-06-29

  • 分类号G06Q10/04;

  • 国家 JP

  • 入库时间 2022-08-21 12:20:42

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