基于栖息地模型的南沙海域鸢乌贼渔情预报研究

Fishery forecast research of purpleback flying squid in Nansha area based on Habitat model

  • 摘要: 栖息地模型是渔情预报的重要方法之一,具有应用范围广,预报精度高的特点。根据“南锋”号调查船2013年春夏秋冬4个季节对南沙海域鸢乌贼(Sthenoteuthis oualaniensis)的声学调查数据,结合遥感所获得的环境数据,将鸢乌贼生物量作为适应性指数,利用最大值法、最小值法、几何平均值法和算数平均值法分别建立基于表温(SST)、叶绿素a浓度(CHL)、海表盐度(SSS)和海面高度(SSH)的综合栖息地指数(habitat suitability index, HSI)模型。结果表明算数平均值法拟合效果最好,模型准确度达75%以上,生物量高的区域主要分布在HSI大于0.5的海域,其他HSI较高的海域可能为潜在渔场。

     

    Abstract: The habitat model is one of the important methods of fishery forecasting, which is highly applicable and accurate. According to the survey data of "Nanfeng" Fishery Research Vessel collected from Nansha Islands waters in 2013 in addition to data of acoustic navigation and environmental data from remote sensing, we applied biomass as adaptive index and established the sea surface temperature (SST) model based on concentration of Chlorophyll a (CHL), sea surface height (SSH) and sea surface salinity (SSS) by using maximum value method, minimum value method, geometric mean value method and arithmetic mean value method. The result shows the arithmetic mean value fits the best. The accuracy of the model was above 75%. The area of high biomass mainly distributed in the area of high HSI which was more than 0.5. The other areas of high HSI might be potential fishing grounds.

     

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