Relationship between the Spatial and Temporal Distribution of Squid-Jigging Vessels Operations and Marine Environment in the North Pacific Ocean
文献类型: 外文期刊
作者: Fei, Yingjie 1 ; Yang, Shenglong 2 ; Fan, Wei 2 ; Shi, Huimin 2 ; Zhang, Han 1 ; Yuan, Sanling 1 ;
作者机构: 1.Univ Shanghai Sci & Technol, Coll Sci, Shanghai 200093, Peoples R China
2.Chinese Acad Fishery Sci, East China Sea Fisheries Res Inst, Key & Open Lab Remote Sensing Informat Technol Fi, Shanghai 200090, Peoples R China
3.Minist Agr, Key Lab East China Sea & Ocean Fishery Resources, Shanghai 200090, Peoples R China
4.Shanghai Ocean Univ, Coll Informat, Shanghai 201306, Peoples R China
关键词: squid jigging vessels; automatic identification system; fishing effort; marine environmental factors; generalized additive model
期刊名称:JOURNAL OF MARINE SCIENCE AND ENGINEERING ( 影响因子:2.744; 五年影响因子:2.727 )
ISSN:
年卷期: 2022 年 10 卷 4 期
页码:
收录情况: SCI
摘要: Information and understanding of fishing activities at sea is important to fisheries science, public authorities and policy-makers. To understand the spatial-temporal distribution characteristics of squid-jigging vessels and how the marine environment affects the distribution of squid-jigging vessels in the North Pacific Ocean, operation behavior of the squid-jigging vessels was analysed by using spatial-temporal factors and marine environmental factors. The fishing effort (FE) information was calculated based on automatic identification system (AIS) data of squid-jigging fishing vessels in the North Pacific Ocean from July to November in 2017 to 2020, and the overlay maps of the spatial distribution of environmental factors and fishing effort were plotted together with four environmental variables (sea surface temperature (SST), sea surface height (SSH), sea surface salinity (SSS), and concentration of chlorophyll-a (Chla)). A generalized additive model (GAM) was used to investigate the nonlinear influence of the marine environment on squid-jigging fishing vessel activity in the North Pacific Ocean. The results show that fishing effort increased from July to August and then decreased from September to November. The fishing effort was highest in August. The intensity of the fishing effort suggests squid-jigging vessel operations had significant seasonal variations. The overlay maps suggest that the fishing effort of squid-jigging vessels was mainly located in areas where SST was between 10 degrees C and 20 degrees C, SSH was between -0.3 m and 0.2 m, SSS was between 32 x 10(-3) and 34 x 10(-3) , and Chla was between 0.1 mg . m(-3) and 0.4 mg . m(-3). The generalized additive model indicated evidence of nonlinear relationships between fishing effort and the three environmental factors. The favorable ranges of SST, SSH, SSS and Chla for fishing effort were 15 degrees C similar to 18 degrees C, 0 similar to 0.2 m, 33 x 10(-3) similar to 34 x 10(-3) and 0.2 mg . m(-3) similar to 0.4 mg . m(-3), respectively. Moreover, the area beneficial to fishing effort was in 41 degrees N similar to 44 degrees N, 152 degrees E similar to 165 degrees E.
- 相关文献
作者其他论文 更多>>
-
Computation and analysis of phenotypic parameters of Scylla paramamosain based on YOLOv11-DYPF keypoint detection
作者:Wu, Chong;Zhang, Shengmao;Wang, Wei;Wu, Zuli;Yang, Shenglong;Chen, Wei;Wu, Chong;Zhang, Shengmao;Zhang, Shengmao
关键词:Scylla paramamosain; Mud crab; Keypoint detection; YOLOv11; Multi-scale fusion; Dynamic upsampling; Support vector regression (SVR)
-
Enhancing Landmark Point Detection in Eriocheir Sinensis Carapace with Differentiable End-to-End Networks
作者:Wu, Chong;Wang, Shuxian;Zhang, Shengmao;Zheng, Hanfeng;Wang, Wei;Yang, Shenglong;Wu, Chong;Zhang, Shengmao;Zheng, Hanfeng
关键词:Eriocheir sinensis; Chinese mitten crab; landmark detection; Gaussian heatmaps; deep convolutional neural network; DSNT module; generalization ability; power consumption
-
Genetic Diversity and Population Differentiation of Yangtze Finless Porpoise in Poyang Lake
作者:Zhang, Han;Liu, Kai;Yin, Denghua;Lin, Danqing;Ying, Congping;Liu, Kai;Que, Jianglong;Yu, Jinxiang;Zhu, Xiaoyan
关键词:Yangtze finless porpoise; Poyang Lake; genetic diversity; genetic differentiation; microsatellite DNA; mitochondrial DNA
-
Centennial-scale evolution, source apportionment, and ecological risks of heavy metals in Daya Bay, South China sea
作者:Man, Xiangtian;Xiang, Yu;Zhang, Han;Sun, Jian;Su, Hong;Man, Xiangtian;Huang, Honghui;Gu, Yangguang;Jordan, Richard W.;Jiang, Shijun
关键词:Temporal variation; Sediment core; Source apportionment; Ecological risk; Daya bay
-
Prediction of potential fishing grounds for chub mackerel in the Northwest Pacific utilizing a combination of multivariable Gaussian mixture model and Bayesian approach
作者:Tang, Fenghua;Ba, Yaoji;Zhang, Shengmao;Yang, Shenglong;Zhao, Guoqing;Wu, Zuli;Li, Jiasheng;Cui, Xuesen;Tang, Fenghua;Ba, Yaoji;Zhang, Shengmao;Yang, Shenglong;Zhao, Guoqing;Wu, Zuli
关键词:Chub mackerel; Northwest Pacific; Gaussian mixture model; Bayesian approach
-
Seedling Selection of the Large Yellow Croaker (Larimichthys crocea) for Sustainable Aquaculture: A Review
作者:Han, Xinran;Zhang, Shengmao;Wang, Yabing;Fang, Hui;Peng, Shiming;Yang, Shenglong;Wu, Zuli;Han, Xinran
关键词:
Larimichthys crocea ; seedling selection; genomics; artificial intelligence; marker-assisted selection; sustainable aquaculture -
A Solar Trajectory Model for Multi-Spectral Image Correction of DOM from Long-Endurance UAV in Clear Sky
作者:Wu, Siyao;Nie, Ke;Fan, Wei;Zhang, Shengmao;Wang, Fei;Nie, Ke;Lu, Xia
关键词:multispectral imagery; reflectance; solar trajectory; UAV; long endurance



