This invention discloses a method for precise identification and prediction of purse seine
fishing grounds in the Northwest
Pacific Ocean based on marine hydrological data. The method includes the following steps: refining and visualizing historical production data and marine hydrological data for different
fish species; establishing a refined
system of important prediction indicators and parameters for
fishing grounds and key hydrological elements; accurately identifying and predicting purse seine
fishing grounds based on hydrological parameters; and drawing refined fishing ground locations, fishing ground grades, and
spatial extent. This invention uses predicted hydrological elements and visualizes them, providing a simple and convenient way to present the marine environmental characteristics of the fishing ground area for easy viewing. Due to the refined and high-resolution analysis of fishing ground formation patterns in the Northwest Pacific purse seine fishing grounds and the construction of a precise fishing ground prediction indicator
system, the accuracy of fishing ground prediction is greatly improved. Furthermore, the identification and prediction of central fishing grounds for different
fish species, such as
mackerel and sardines, is beneficial for improving enterprise profits and production efficiency.