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《Chinese Journal of Polar Research》 2012-03
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THE SPATIOTEMPORAL DISTRIBUTION OF FISHING GROUNDS FOR ANTARCTIC KRILL(EUPHAUSIA SUPERBA) AROUND THE SOUTH ORKNEY ISLANDS IN AUSTRAL SUMMER-AUTUMN AND ITS RELATION TO ENVIRONMENTAL FACTORS BASED ON A GENERALIZED ADDITIVE MODEL

Zhu Guoping1,2,3,4,Zhu Xiaoyan2,Xu Yiying2,Xia Hui2, Li Yingchun2,Xu Pengxiang2,Xu Liuxiong1,2,3,4(1National Engineering Research Center for Oceanic Fisheries,Shanghai 201306,China; 2College of Marine Sciences,Shanghai Ocean University,Shanghai 201306,China; 3The Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources,Ministry of Education, Shanghai Ocean University,Shanghai 201306,China; 4Scientific Observing and Experimental Station of Oceanic Fishery Resources,Ministry of Agriculture, Shanghai Ocean University,Shanghai 201306,China)  
This study presents an analysis of spatiotemporal distribution of the Antarctic krill(Euphausia superba) fishery in the South Orkney Islands in the austral summer-autumn during 2009—2010 and 2010—2011.The analysis was carried by applying a generalized additive model(GAM) based on data collected from scientific observers of the Chinese Antarctic krill fishery.The relationship between the spatiotemporal distribution of the Antarctic krill fishery and sea surface temperature(SST) and sea state also were analyzed.Results show that the rate of deviance explained about 41.78 % of the catch per unit effort(CPUE).The factor that provided the largest contribution was the month,and its contribution rate was 15.53%.A significant difference was found for the distribution pattern on CPUE in different months.The average CPUE values were lowest in January and highest in April.A significant difference also was found in average CPUE values among months.The main fishing ground is concentrated at 60°12′S to 60°30′S,45°30′W to 47°30′W.The suitable SST range is 0.1 to 1.8℃,and the most suitable range of SST is 0.5 to 1.5℃.The average CPUE values were remarkably different among sea states and vessels.Results of stepwise GAM show the relative importance of the six variables affecting CPUE of the Antarctic krill fishery in the South Orkney Islands.This relationship can be described in the order: month,vessel,longitude,SST,latitude,and sea state.
【Fund】: 国家“863”计划项目(2012AA092302);; 公益性行业(农业)科研专项(201203018);; 农业部南极海洋生物资源开发与利用项目(D-8003-09-0158);; 上海海洋大学“海鸥计划”项目(B-5003-11-0023)资助
【CateGory Index】: Q954
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