Volume 11 Issue 2
Apr.  2015
Turn off MathJax
Article Contents
Abstract
References
Related Articles
YANG Mingxia, CHEN Xinjun, FENG Yongjiu, GUAN Wenjiang. Analysis of fishing ground for Ommastrephes bartramii in the Northwest Pacific based on different statistical interpolation methods[J]. South China Fisheries Science, 2015, 11(2): 79-84. DOI: 10.3969/j.issn.2095-0780.2015.02.011
Citation: YANG Mingxia, CHEN Xinjun, FENG Yongjiu, GUAN Wenjiang. Analysis of fishing ground for Ommastrephes bartramii in the Northwest Pacific based on different statistical interpolation methods[J]. South China Fisheries Science, 2015, 11(2): 79-84. DOI: 10.3969/j.issn.2095-0780.2015.02.011
shu

Analysis of fishing ground for Ommastrephes bartramii in the Northwest Pacific based on different statistical interpolation methods

  • Key Lab. of Sustainable Exploitation of Oceanic Fisheries Resources, Ministry of Education; National Distant-Water Fisheries Engineering Research Center; Collaborative Innovation Center for Distant-Water Fisheries; College of Marine Sciences of Shanghai Ocean University; Shanghai 201306, China

More Information
  • Received Date: June 02, 2014
  • Revised Date: September 06, 2014
    Graphical Abstract
    • Abstract

  • Ommastrephes bartramii is one of the most important economic species caught by Chinese squid jigging fleets. Based on the abundance index (CPUE, catch per day in one fishing vessel) of O.bartramii from July to October in 2012, we applied five statistical interpolation methods (global polynomial, local polynomial, radial basis function, inverse distance weighted and ordinary Kriging) to analyze the fishing ground of O.bartramii in the Northwest Pacific. The results show that ordinary Kriging was the best method for analyzing CPUE distribution, followed by inverse distance weighted, radial basis function, global polynomial and local polynomial. The optimal method of ordinary kriging was considered as an example to predict the CPUE distribution from July to October, so as to obtain the change of monthly fishing ground distribution. Little difference was found between actual CPUE and predicted CPUE; the mean monthly CPUEs varied from 0.51 t · d-1 to 1.95 t · d-1 and their absolute errors were less than 0.15 t · d-1. Finally, we discussed the distribution of fishing ground and its variation by combining with marine environmental factors. It is indicated that ordinary Kriging interpolation method was suitable for forecasting the fishing ground of O.bartramii.

    • FullText(HTML)
    • References (27)
  • [1]
    陈新军, 田思泉, 陈勇, 等. 北太平洋柔鱼渔业生物学[M]. 北京: 科学出版社, 2011. https://xueshu.baidu.com/usercenter/paper/show?paperid=f898a3e31719c36325ceb88e867fe722&site=xueshu_se
    [2]
    陈新军, 许柳雄, 田思泉. 北太平洋柔鱼资源与渔场的时空分析[J]. 水产学报, 2003, 27(4): 334-342. http://scxuebao.ijournals.cn/scxuebao/article/abstract/20030408
    [3]
    陈新军, 许柳雄. 北太平洋150°E~165°E海域柔鱼渔场与表温及水温垂直结构的关系[J]. 海洋湖沼通报, 2004(2): 36-44.
    [4]
    陈新军, 田思泉, 许柳雄. 西北太平洋海域柔鱼产卵场和作业渔场的水温年间比较及其与资源丰度的关系[J]. 上海水产大学学报, 2005, 14(2): 168-175. doi: 10.3969/j.issn.1004-7271.2005.02.013
    [5]
    沈新强, 樊伟, 崔雪森. 西北太平洋柔鱼渔场分布与水温关系的研究[J]. 海洋水产研究, 2004, 25(3): 10-14. doi: 10.3969/j.issn.1000-7075.2004.03.002
    [6]
    CAO J, CHEN X J, CHEN Y. Influence of surface oceanographic variability on abundance of the western winter-spring cohort of neon flying squid Ommastrephes bartramii in the NW Pacific Ocean[J]. Mar Ecol Prog Ser, 2009, 381: 119-127. doi: 10.3354/meps07969
    [7]
    ICHII T, MAHAPATRA K, SAKAI M, et al. Life history of the neon flying squid: effect of the oceanographic regime in the North Pacific Ocean[J]. Mar Ecol Prog Ser, 2009, 378(3): 1-11. doi: 10.3354/meps07873
    [8]
    王艺聪, 李庚新, 吴燕华, 等. 基于地统计分析的1974~2004年东北三省夏季气温时空演变规律[J]. 安徽农业科学, 2013, 41(3): 1223-1225. doi: 10.3969/j.issn.0517-6611.2013.03.109
    [9]
    杨晓明, 戴小杰, 朱国平. 基于地统计分析西印度洋黄鳍金枪鱼围网渔获量的空间异质性[J]. 生态学报, 2012, 32(15): 4682-4690. doi: 10.5846/stxb201112011840
    [10]
    苏奋振, 周成虎, 仉天宇. 东海水域中上层鱼类资源的空间异质性[J]. 应用生态学报, 2003, 14(11): 1971-1975. https://xueshu.baidu.com/usercenter/paper/show?paperid=37444baf99482fa00d64f8ce563b2c6c&site=xueshu_se&hitarticle=1
    [11]
    TIAN Y, XIAO C C, LIU Y, et al. Effects of raster resolution on landslide susceptibility mapping: a case study of Shenzhen[J]. Sci China Ser E: Technol Sci, 2008, 51(S2): 188-198. doi: 10.1007/s11431-008-6009-y
    [12]
    王树良, 史文中, 李德毅, 等. 基于张力样条插值函数的土地数据挖掘[J]. 计算机工程与应用, 2003, 39(25): 5-7. doi: 10.3321/j.issn:1002-8331.2003.25.002
    [13]
    GONG C X, CHEN X J, GAO F, et al. Importance of weighting for multi-variable habitat suitability index model: a case study of winter-spring cohort of Ommastrephes bartramii in the Northwestern Pacific Ocean[J]. J Ocean Univ China, 2012, 11(2): 241-248. doi: 10.1007/s11802-012-1898-6
    [14]
    CAO J, CHEN X J, CHEN Y. Generalized linear Bayesian models for standardizing CPUE of Ommastrephes bartramii for Chinese squid-jigging fishery in Northwest Pacific Ocean[J]. Scientia Marina, 2011, 75(4): 679-689. doi: 10.1007/s00343-009-9199-7
    [15]
    CHEN X J, TIAN S Q, CHEN Y, et al. Variation of oceanic fronts and their influence on fishing grounds of Ommastrephe bartramii in the Northwestern Pacific[J]. Acta Oceanologica Sinica, 2014, 33(4): 45-54. doi: 10.1007/s13131-014-0452-3
    [16]
    陈新军, 钱卫国, 许柳雄, 等. 北太平洋海域柔鱼重心渔场的年间变动[J]. 湛江海洋大学学报, 2003, 23(3): 26-32.
    [17]
    唐峰华, 伍玉梅, 樊伟. 北太平洋柔鱼生殖群体结构特征及繁殖生物学[J]. 中国海洋大学学报: 自然科学版, 2011, 41(Z2): 72-78. doi: 10.3969/j.issn.1672-5174.2011.07.012
    [18]
    陈新军, 田思泉. 西北太平洋海域柔鱼渔场分析探讨[J]. 渔业现代化, 2001(3): 3-6. doi: 10.3969/j.issn.1007-9580.2001.03.001
    [19]
    杨铭霞, 陈新军, 刘必林, 等. 西北太平洋柔鱼渔获群体组成及生长率的年间比较[J]. 上海海洋大学学报, 2012, 21(5): 872-877. https://xueshu.baidu.com/usercenter/paper/show?paperid=c0c23902a5ec2e396a3e17a17a7bc83f&site=xueshu_se&hitarticle=1
    [20]
    CHEN X J, ZHAO X H, CHEN Y. Influence of El Niño/La Niña on the western winter-spring cohort of neon flying squid (Ommastrephes bartramii) in the northwestern Pacific Ocean[J]. ICES J Mar Sci, 2007, 64(6): 1152-1160. doi: 10.1093/icesjms/fsm103
    [21]
    陈新军. 西北太平洋柔鱼渔场与水温因子关系的探讨[J]. 上海水产大学学报, 1995, 4(3): 181-185. https://xueshu.baidu.com/usercenter/paper/show?paperid=430a768e90453e79d18204a5c7e4d16f&site=xueshu_se&hitarticle=1
    [22]
    铃木史纪, 赤羽光秋. 北西太平洋におけゐアカイカの分布について[J]. 日本海ブロツテ试验研究集录, 1997(1): 63-70.
    [23]
    CHEN X J, CAO J, CHEN Y, et al. Effect of the Kuroshio on the spatial distribution of the red flying squid Ommastrephes bartramii in the Northwest Pacific Ocean[J]. Bull Mar Sci, 2012, 88(1): 63-71. doi: 10.5343/bms.2010.1098
    [24]
    CHEN X J, TIAN S Q, CHEN Y, et al. A modeling approach to identify optimal habitat and suitable fishing grounds for neon flying squid (Ommastrephes bartramii) in the Northwest Pacific[J]. Fish Bull, 2010, 108(1): 1-14. https://spo.nmfs.noaa.gov/sites/default/files/pdf-content/2010/1081/chen.pdf
    [25]
    余为, 陈新军, 易倩, 等. 西北太平洋柔鱼传统作业渔场资源丰度年间差异及其影响因子[J]. 海洋渔业, 2013, 35(4): 373-381. https://xueshu.baidu.com/usercenter/paper/show?paperid=18e6f15c8acc1d561016030a4ddc6240&site=xueshu_se&hitarticle=1
    [26]
    杨铭霞, 陈新军, 冯永玖, 等. 中小尺度下西北太平洋柔鱼资源丰度的空间变异分析[J]. 生态学报, 2013, 33(20): 6427-6435. doi: 10.5846/stxb201302050243
    [27]
    张鹏, 曾晓光, 杨吝, 等. 南海区大型灯光罩网渔场渔期和渔获组成分析[J]. 南方水产科学, 2013, 9(3): 74-79. doi: 10.3969/j.issn.2095-0780.2013.03.012
    • Related Articles

  • Related Articles

    [1]LIU Jiaxing, GUO Huayang, ZHU Kecheng, LIU Baosuo, ZHANG Nan, XIAN Lin, ZHANG Dianchang. Effects of cysteine addition to low-fishmeal diets on metabolism of lipid and protein in juvenile Trachinotus ovatus[J]. South China Fisheries Science, 2023, 19(4): 116-125. DOI: 10.12131/20230030
    [2]SONG Wei, ZANG Na, FENG Yixuan, LIN Dongming. Study on lipid accumulation and contribution to reproductive energy in female Illex argentinus[J]. South China Fisheries Science, 2023, 19(1): 39-47. DOI: 10.12131/20210348
    [3]SUN Caiyun, DONG Hongbiao, WANG Wenhao, LI Yong, GU Qunhong, DUAN Yafei, ZHANG Jiasong, XU Xiaodong. Effects of glycerol monolaurate on lipid metabolism of Lateolabrax maculatus[J]. South China Fisheries Science, 2021, 17(1): 67-75. DOI: 10.12131/20200130
    [4]WU Fan, JIANG Ming, WEN Hua, LIU Wei, TIAN Juan, YU Lijuan, LU Xing. Effects of dietary carbohydrate to lipid ratio on growth performance, body composition and serum biochemical indices of adult GIFT Oreochromis niloticus[J]. South China Fisheries Science, 2019, 15(4): 53-60. DOI: 10.12131/20190047
    [5]MA Jun, HOU Ping, CHEN Yan, HUANG Juanhua, ZHANG Hongye, WANG Shanning, HUANG Hai. Study on antioxidant activity and anti-lipid peroxidation effect of several algal polysaccharides[J]. South China Fisheries Science, 2017, 13(6): 97-104. DOI: 10.3969/j.issn.2095-0780.2017.06.012
    [6]XU Xiaoxiao, LIU Wei, WEN Hua, JIANG Ming, WU Fan. Effect of high-carbohydrate diet on growth performance, feed utilization, glucose and lipid metabolism of GIFT Oreochromis niloticus[J]. South China Fisheries Science, 2017, 13(5): 94-102. DOI: 10.3969/j.issn.2095-0780.2017.05.013
    [7]LI Yating, CHEN Ming, ZENG Shuailin, LIU Yongjian, TIAN Lixia. Effect of dietary Gracilaria lemaneiformis on growth performance, fatty acid composition, immunity and intestinal histology of red drum (Sciaenops ocellatus)[J]. South China Fisheries Science, 2016, 12(1): 85-93. DOI: 10.3969/j.issn.2095-0780.2016.01.012
    [8]YUE Yanfeng, PENG Shiming, SHI Zhaohong, LI Yunhang, SUN Peng, YIN Fei, WANG Jiangang. Effects of dietary lipid levels on growth, intestinal digestive enzyme and main lipid metabolic enzyme activities of Sebastiscus marmoratus[J]. South China Fisheries Science, 2012, 8(6): 50-56. DOI: 10.3969/j.issn.2095-0780.2012.06.008
    [9]ZHANG Wenchao, LIANG Guiying, YANG Huijun, WANG Hualang, TIAN Lixia, LIU Yongjian. Effects of dietary betaine on growth, nutritional components and serum biochemistry of Rachycentron canadum[J]. South China Fisheries Science, 2012, 8(3): 1-9. DOI: 10.3969/j.issn.2095-0780.2012.03.001
    [10]LI Jianming, GAN Hui, FENG Guangpeng, HUANG Kai, GONG Zhulin. Correlation between lipid levels of feed and liver morphology characters of juvenile tilapia (Oreochromis niloticus×O. aureus)[J]. South China Fisheries Science, 2008, 4(5): 37-43.

  • Cited by

    Periodical cited type(5)

    1. 王春丽，陈峰，蒋日进，张洪亮，朱文斌，朱凯. 典型气候事件对浙江近海底层鱼类时空分布的影响. 生态学报. 2024(10): 4231-4243 .
    2. 白思琦，邹晓荣，张鹏，丁鹏. 环境因子对东南太平洋智利竹?鱼渔场时空分布异质性影响. 南方水产科学. 2021(01): 17-24 . 本站查看
    3. 梁佳伟，陈新军，花传祥，胡贯宇，方舟，赵振方. 秋刀鱼渔业资源与渔场学研究进展——基于Citespace分析. 海洋湖沼通报. 2021(03): 117-128 .
    4. 王靓，花传祥，朱清澄，李非. 北太平洋小型中上层鱼类资源对气候–海洋变化的响应研究进展. 中国水产科学. 2020(11): 1379-1392 .
    5. 花传祥，朱清澄，许巍，宋利明，李非. 北太平洋秋刀鱼生活史和资源渔场研究进展. 中国水产科学. 2019(04): 811-821 .

    Other cited types(3)

Catalog

    Get Citation
    PDF
    XML
    Article views (3045) PDF downloads (1549) Cited by(8)
    Related

    Supported by: Beijing Renhe Information Technology Co., Ltd.  

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return