Environmental Influence on the Spatiotemporal Variability of Fishing Grounds in the Beibu Gulf, South China Sea

被引:16
|
作者
Wang, Yanfeng [1 ,2 ]
Yao, Lijun [3 ]
Chen, Pimao [1 ]
Yu, Jing [1 ]
Wu, Qia'er [1 ]
机构
[1] Chinese Acad Fishery Sci, Guangdong Prov Key Lab Fishery Ecol & Environm, China Sci Observing & Expt Stn South China Sea Fi, South China Sea Fisheries Res Inst,Minist Agr & R, Guangzhou 510300, Peoples R China
[2] Chinese Acad Sci, Chongqing Inst Green & Intelligent Technol, Key Lab Reservoir Aquat Environm, Chongqing 400714, Peoples R China
[3] Jinan Univ, Dept Optoelect Engn, Guangzhou 510632, Peoples R China
基金
国家重点研发计划;
关键词
fishing ground; environmental factors; generalized additive model; remote sensing; Beibu Gulf; ADDITIVE-MODEL GAM; DISTRIBUTIONS; SATELLITE; POOL; BAY;
D O I
10.3390/jmse8120957
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
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 degrees 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 degrees N and 20-20.25 degrees N. There was a significant correlation between the mean latitude of optimum NPP and the latitudinal COG of CPUE, with the R-2 being 0.91. These were connected with environmental factors such as the northeast monsoon that began in autumn and winter, warm pools near 19 degrees N and local upwelling in the Beibu Gulf.
引用
收藏
页码:1 / 12
页数:12
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