Abstract

The spatiotemporal distribution of fishing grounds in the Beibu Gulf and its relationship with marine environment were analyzed using the survey data of light falling-net vessels and satellite remote sensing data including sea surface temperature (SST), chlorophyll a concentration (Chl a) and net primary production (NPP), based on the generalized additive model (GAM) and the center of gravity (COG) of fishing grounds. The results showed that the total deviance explained by GAM for the catch per unit effort (CPUE) in the Beibu Gulf was 42.9%, in which SST was the most important influencing factor on CPUE, with a relative contribution of 40%; followed by latitude, Chl a, month and NPP, with relative contributions of 25.2%, 19%, 10.4% and 5.4%, respectively. Fishing grounds in the Beibu Gulf were mainly distributed in waters with SST of 27–29 °C, Chl a of 0.5–1.5 mg m−3 and NPP of 500–700 mg m−2 d−1. Light falling-net fishing grounds were concentrated in waters with latitude of 18.5° N and 20–20.25° N. There was a significant correlation between the mean latitude of optimum NPP and the latitudinal COG of CPUE, with the R2 being 0.91. These were connected with environmental factors such as the northeast monsoon that began in autumn and winter, warm pools near 19° N and local upwelling in the Beibu Gulf.

Highlights

  • Located in the northwest of the South China Sea, the Beibu Gulf is a natural semi-closed shallow bay with a water area of about 130,000 square kilometers

  • generalized additive model (GAM) can better demonstrate the nonlinear relationship between dependent and multiple independent variables [33].In this study, we focused on the relationship between environmental factors (SST, Chl a, net primary production (NPP)) and fishery resources in Beibu Gulf

  • The spatial distribution of sea surface temperature (SST) and SSTA were consistent in Beibu Gulf indicated the existence of warm pool (Figures 2 and 6), which helped to reveal the relationship between warm pool and fishery resources

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Summary

Introduction

Located in the northwest of the South China Sea, the Beibu Gulf is a natural semi-closed shallow bay with a water area of about 130,000 square kilometers. It is one of the most biologically productive waters in the South China Sea (SCS) [1]. Previous research on the resources and marine environment of the Beibu Gulf focused on the species, quantity, spatiotemporal distribution, biological characteristics of fishery resources [5,6], the spatiotemporal distribution of sea surface temperature (SST), chlorophyll a concentration (Chl a) and sea surface wind (SSW) [7,8,9,10]. The quantitative analysis on the relationship between spatiotemporal distribution of fishery resources and marine environmental factors, as well as the response mechanism of fishery resources to environmental factors remain unclear

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