Volume 40 Issue 8
Aug.  2021
Turn off MathJax
Article Contents
Xiangyu Long, Rong Wan, Zengguang Li, Yiping Ren, Pengbo Song, Yongjun Tian, Binduo Xu, Ying Xue. Spatio-temporal distribution of Konosirus punctatus spawning and nursing ground in the South Yellow Sea[J]. Acta Oceanologica Sinica, 2021, 40(8): 133-144. doi: 10.1007/s13131-021-1790-6
Citation: Xiangyu Long, Rong Wan, Zengguang Li, Yiping Ren, Pengbo Song, Yongjun Tian, Binduo Xu, Ying Xue. Spatio-temporal distribution of Konosirus punctatus spawning and nursing ground in the South Yellow Sea[J]. Acta Oceanologica Sinica, 2021, 40(8): 133-144. doi: 10.1007/s13131-021-1790-6

Spatio-temporal distribution of Konosirus punctatus spawning and nursing ground in the South Yellow Sea

doi: 10.1007/s13131-021-1790-6
Funds:  The Public Science and Technology Research Funds Projects of Ocean under contract No. 201305030; the National Natural Science Foundation of China under contract No. 41930535.
More Information
  • Corresponding author: E-mail: rwan@shou.edu.cnzgli@shou.edu.cn
  • Received Date: 2020-04-01
  • Accepted Date: 2020-08-17
  • Available Online: 2021-07-16
  • Publish Date: 2021-08-31
  • In recent years, Konosirus punctatus has accounted for a large portion in catch composition and become important economic species in the South Yellow Sea. However, the distribution of K. punctatus early life stages is still poorly understood. In this study, generalized additive models with Tweedie distribution were used to analyze the relationships between K. punctatus ichthyoplankton and environmental factors (longitude and latitude, sea surface temperature (SST), sea surface salinity (SSS) and depth), and predict distribution K. punctatus spawning ground and nursing ground, based on samplings collected in 6 months during 2014–2017. The results showed that K. punctatus’ spawning ground were mainly distributed in central and north study area (from 33.0°N to 37.0°N). By comparison, the nursing ground shifted southward, which were approximately located along central and south coast of study area (from 31.7°N to 35.5°N). The optimal models identified that suitable SST, SSS and depth for eggs were 19–26°C, 25–30 and 9–23 m, respectively. The suitable SSS for larvae were 29–31. The K. punctatus spawning habit might have changed in the past decades, which was a response to increasing SST and fishing pressure. That needs to be proved in further study. The study provides references of conservation and exploitation for K. punctatus.
  • loading
  • [1]
    Agostini V N, Bakun A. 2002. ‘Ocean triads’ in the Mediterranean Sea: physical mechanisms potentially structuring reproductive habitat suitability (with example application to European anchovy, Engraulis encrasicolus). Fisheries Oceanography, 11(3): 129–142. doi: 10.1046/j.1365-2419.2002.00201.x
    [2]
    Akaike H. 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control, 9(6): 716–723
    [3]
    Bacheler N M, Ciannelli L, Bailey K M, et al. 2010. Spatial and temporal patterns of walleye pollock (Theragra chalcogramma) spawning in the eastern Bering Sea inferred from egg and larval distributions. Fisheries Oceanography, 19(2): 107–120. doi: 10.1111/j.1365-2419.2009.00531.x
    [4]
    Chambers R C, Trippel E A. 1997. Early Life History and Recruitment in Fish Populations. Berlin, Germany: Springer
    [5]
    Chen Dagang. 1975. Konosirus punctatus. Fisheries Science & Technology Information (in Chinese), (9): 29–30
    [6]
    Chen Yunlong. 2017. Spatio-temporal variation of fishery resources in the Yellow Sea and Yangtze River estuary (in Chinese) [dissertation]. Beijing: University of Chinese Academy of Sciences
    [7]
    Chen Zhenran, Zhang Xiaowei. 1965. A description of the morphological characters of the eggs larvae and young of clupanodon punctatus (T&S). Oceanologia et Limnologia Sinica (in Chinese), 7(3): 205–219
    [8]
    Ciannelli L, Bailey K, Olsen E M. 2014. Evolutionary and ecological constraints of fish spawning habitats. ICES Journal of Marine Science, 72(2): 285–296
    [9]
    Dormann C F, Elith J, Bacher S, et al. 2013. Collinearity: a review of methods to deal with it and a simulation study evaluating their performance. Ecography, 36(1): 27–46. doi: 10.1111/j.1600-0587.2012.07348.x
    [10]
    Elith J, Leathwick J R. 2009. Species distribution models: Ecological explanation and prediction across space and time. Annual Review of Ecology, Evolution, and Systematics, 40: 677–697. doi: 10.1146/annurev.ecolsys.110308.120159
    [11]
    Fisheries Bureau of the Ministry of Agriculture, Yellow Sea Fishery Headquarters of the Ministry of Agriculture. 1990. Investigation and Regionalization of Fishery Resources in Yellow Sea and Bohai Sea Area (in Chinese). Beijing: China Ocean Press
    [12]
    Gonzalez-Irusta J M, Wright P J. 2017. Spawning grounds of whiting (Merlangius merlangus). Fisheries Research, 195: 141–151. doi: 10.1016/j.fishres.2017.07.005
    [13]
    Guan Bingxian. 1984. Bohai Sea, Yellow Sea and East China Sea Survey and Research Report (in Chinese). Qingdao: Institute of Oceanology, Chinese Academy of Sciences
    [14]
    Guan Bingxian. 2002. The Flow Opposing the Wind in Winter near the Southeastern Chinese Coast (in Chinese). Qingdao: China Ocean University Press
    [15]
    Guo Xuewu, Tang Qisheng, Sun Yao, et al. 1999. The consumption and ecological conversion efficiency of dotted gizzard shad (Clupanodon punctatus). Marine Fisheries Research (in Chinese), 20(2): 17–25
    [16]
    Gwak W S, Lee Y D, Nakayama K. 2015. Population structure and sequence divergence in the mitochondrial DNA control region of gizzard shad Konosirus punctatus in Korea and Japan. Ichthyological Research, 62(3): 379–385. doi: 10.1007/s10228-014-0450-7
    [17]
    Hastie T J, Tibshirani R J. 1990. Generalized Additive Models. New York, NY, USA: Chapman&Hall.
    [18]
    He Qun. 2016. Effect of Sand ridges and tidal creek system’s topography on spatial distribution and community structure of zooplankton in North Jiangsu shoal (in Chinese) [dissertation]. Shanghai: Shanghai Ocean University
    [19]
    Huang Hao, Chen Xueen, Lin Lin. 2019. Evolution and mechnism of the Qingdao Cold Water Mass. Oceanologia et Limnologia Sinica (in Chinese), 50(6): 1191–1200
    [20]
    Ishitobi Y, Hiratsuka J, Kuwahara H, et al. 2005. Growth, maturation and mass mortality of Konosirus punctatus in Lake Shinji, a Coastal Lagoon, Japan. Bulletin of the Japanese Society of Fisheries Oceanography, 69(1): 37–44
    [21]
    Jiang Qiang. 2010. Study on the macro-zooplankton and meso-zooplankton community ecology in the North Yellow Sea in the spring and autumn (in Chinese) [dissertation]. Qingdao: Ocean University of China
    [22]
    Jin Shanshan, Sun Jinchuan, Wei Zexun. 2017. Effects of the seasonal variability of the Bohai Sea coastal current on the Qingdao cold water mass. Advances in Marine Science (in Chinese), 35(3): 317–328
    [23]
    Jin Xianshi, Tang Qisheng. 1998. The structure, distribution and variation of the fishery resources in the Bohai Sea. Journal of Fishery Sciences of China (in Chinese), 5(3): 18–24
    [24]
    Karnaukas M, Chérubin L M, Paris C B. 2011. Adaptive significance of the formation of multi-species fish spawning aggregations near submerged capes. PLoS ONE, 6(7): e22067. doi: 10.1371/journal.pone.0022067
    [25]
    Kawasaki M, Watanabe Y, Shirafuji N, et al. 2006. Larval Konosirus punctatus (Clupeidae) in a brackish river mouth on the Pacific coast of central Japan. Journal of Fish Biology, 68(5): 1362–1375. doi: 10.1111/j.0022-1112.2006.01018.x
    [26]
    Kong L, Kawasaki M, Kuroda K, et al. 2004. Spawning characteristics of the konoshiro gizzard shad in Tokyo and Sagami Bays, central Japan. Fisheries Science, 70(1): 116–122. doi: 10.1111/j.1444-2906.2003.00779.x
    [27]
    Lelièvre S, Vaz S, Martin C S, et al. 2014. Delineating recurrent fish spawning habitats in the North Sea. Journal of Sea Research, 91: 1–14. doi: 10.1016/j.seares.2014.03.008
    [28]
    Li Zengguang. 2013. Distribution of main species of stow net in the South Yellow Sea based on GAM and preliminary study of characteristics of ichthyoplankton assemblages in Haizhou Bay (in Chinese) [dissertation]. Qingdao: Ocean University of China
    [29]
    Li Min, Xu Binduo, Ma Qiuyun, et al. 2017. Generalized additive model reveals effects of spatiotemporal and environmental factors on the relative abundance distribution of Konosirus punctatus in the Yellow River Estuary and its adjacent waters. Journal of Fishery Sciences of China (in Chinese), 24(5): 963–969. doi: 10.3724/SP.J.1118.2017.17078
    [30]
    Li Zengguang, Ye Zhenjiang, Wan Rong. 2015. Spatial and seasonal patterns of ichthyoplankton assemblages in the Haizhou Bay and its adjacent waters of China. Journal of Ocean University of China, 14(6): 1041–1052. doi: 10.1007/s11802-015-2603-3
    [31]
    Li Zengguang, Ye Zhenjiang, Wan Rong, et al. 2018. Density-independent and density-dependent factors affecting spatio-temporal dynamics of Atlantic cod (Gadus morhua) distribution in the Gulf of Maine. ICES Journal of Marine Science, 75(4): 1329–1340. doi: 10.1093/icesjms/fsx246
    [32]
    Li Yuan, Zhang Liyan, Wang Liangming, et al. 2016. Population genetics of Konosirus punctatus in Taiwan Strait. Journal of Applied Oceanography (in Chinese), 35(4): 522–528
    [33]
    Lin Jianguo. 2004. Numerical simulation of three-dimensional current field and temperature field of the Bohai Sea, the Yellow Sea and the East China Sea (in Chinese) [dissertation]. Qingdao: Ocean University of China
    [34]
    Lv Zhenbo, Xu Bingqing, Li Fan, et al. 2011. Structure and distribution of fish resources in the Yellow Sea off Shandong during spring and autumn 2006. Journal of Fishery Sciences of China (in Chinese), 18(6): 1335–1342
    [35]
    Myoung S H, Kim J K. 2016. Population structure of the Korean gizzard shad, Konosirus punctatus (Clupeiformes, Clupeidae) using multivariate morphometric analysis. Ocean Science Journal, 51(1): 33–41. doi: 10.1007/s12601-016-0004-1
    [36]
    Okiyama M. 1988. An Atlas of the Early Stage Fishes in Japan. Tokyo: Tokai University Press
    [37]
    Reglero P, Santos M, Balbín R, et al. 2017. Environmental and biological characteristics of Atlantic bluefin tuna and albacore spawning habitats based on their egg distributions. Deep-Sea Research Part II: Topical Studies in Oceanography, 140: 105–116. doi: 10.1016/j.dsr2.2017.03.013
    [38]
    Sassa C, Tsukamoto Y, Nishiuchi K, et al. 2008. Spawning ground and larval transport processes of jack mackerel Trachurus japonicus in the shelf-break region of the southern East China Sea. Continental Shelf Research, 28(18): 2574–2583. doi: 10.1016/j.csr.2008.08.002
    [39]
    Selleslagh J, Amara R. 2008. Environmental factors structuring fish composition and assemblages in a small macrotidal estuary (Eastern English Channel). Estuarine, Coastal and Shelf Science, 79(3): 507–517. doi: 10.1016/j.ecss.2008.05.006
    [40]
    Shao K T, Yang J S, Chen K C, et al. 2001. An identification guide of marine fish eggs from Taiwan (in Chinese). Taiwan: Institute of Zoology, Academia Sinica
    [41]
    Shono H. 2008. Application of the Tweedie distribution to zero-catch data in CPUE analysis. Fisheries Research, 93(1–2): 154–162
    [42]
    Song Chao, Wang Yutan, Liu Zunlei, et al. 2016. Relationship between environmental factors and distribution of Scomberomorus niphonius eggs, larvae, and juveniles in Xiangshan Bay. Journal of Fishery Sciences of China (in Chinese), 23(5): 1197–1204
    [43]
    Stelzenmüller V, Ellis J R, Rogers S I. 2010. Towards a spatially explicit risk assessment for marine management: assessing the vulnerability of fish to aggregate extraction. Biological Conservation, 143(1): 230–238. doi: 10.1016/j.biocon.2009.10.007
    [44]
    Stone C J. 1985. Additive regression and other nonparametric models. The Annals of Statistics, 13(2): 689–705
    [45]
    Sun Yao, Zhang Bo, Guo Xuewu, et al. 1999. Food consumption, growth, and ecological conversion efficiency of Clupanodon punctatus: applying in situ method in laboratory. Marine Fisheries Research (in Chinese), 20(2): 12–16
    [46]
    Sundby S, Nakken O. 2008. Spatial shifts in spawning habitats of Arcto-Norwegian cod related to multidecadal climate oscillations and climate change. ICES Journal of Marine Science, 65(6): 953–962. doi: 10.1093/icesjms/fsn085
    [47]
    Tang Qisheng, Ye Maozhong. 1990. Exploitation and Protection of Fishery Resources in Shandong Coastal Water (in Chinese). Beijing: Agriculture Press
    [48]
    Tweedie M C K. 1984. An index which distinguishes between some important exponential families. Statistics: Applications and new directions. In: Ghosh J K, Roy J, eds. Proceedings of the Indian Statistical Institute Golden Jubilee International Conference. Calcutta, India: Indian Statistical Institute, 579–604
    [49]
    Van Overzee H M J, Rijnsdorp A D. 2014. Effects of fishing during the spawning period: implications for sustainable management. Reviews in Fish Biology and Fisheries, 25(1): 65–83
    [50]
    Wan Ruijing, Jiang Yanwei. 2000. The species and biological characteristics of the eggs and larvae of Osteichthyes in the Bohai Sea and Yellow Sea. Journal of Shanghai Fisheries University (in Chinese), 9(4): 290–297
    [51]
    Wan Rong, Song Pengbo, Li Zengguang, et al. 2020. Distribution and environmental characteristics of the spawning grounds of Scomberomorus niphonius in the coastal waters of Yellow Sea, China. Chinese Journal of Applied Ecology (in Chinese), 31(1): 275–281
    [52]
    Wan Ruijing, Zeng Dingyong, Bian Xiaodong, et al. 2014. Species composition and abundance distribution pattern of ichthyoplankton and their relationship with environmental factors in the East China Sea ecosystem. Journal of Fisheries of China (in Chinese), 38(9): 1375–1398
    [53]
    Wang xiaolin. 2013. Temporal and spatial variations of the fish community structure in Haizhou Bay and adjacent waters (in Chinese) [dissertation]. Qingdao: Ocean University of China
    [54]
    Wang Haozhan, Dai Xiaojie, Guan Wenjiang, et al. 2017. Relationship between the environmental factors and the CPUE (catch per unit effort) of Pseudocarcharias kamoharai in tropical Atlantic Ocean based on the GAM-Tweedie model. Chinese Journal of Applied Ecology (in Chinese), 28(6): 2024–2032
    [55]
    Weber E D, Chao Yi, Chai Fei, et al. 2015. Transport patterns of Pacific sardine Sardinops sagax eggs and larvae in the California Current System. Deep-Sea Research Part I: Oceanographic Research Papers, 100: 127–139. doi: 10.1016/j.dsr.2015.02.012
    [56]
    Xiao Huanhuan, Zhang Chongliang, Xue Ying, et al. 2017. Community structure of ichthyoplankton from typical transects in Haizhou Bay and its adjacent waters during spring and summer. Journal of Fishery Sciences of China (in Chinese), 24(5): 1079–1090. doi: 10.3724/SP.J.1118.2017.17017
    [57]
    Yan Tailiang. 2016. Structure and distribution of fish community in northern Jiangsu shoal and its relation to topography (in Chinese) [dissertation]. Shanghai: Shanghai Ocean University
    [58]
    Yan Min, Zhang Heng, Wu Yumei, et al. 2015. Effects of spatio–temporal and environmental factors on fishing grounds of albacore tuna Thunnus alalunga in the South Pacific Ocean based on generalized additive model. Journal of Dalian Ocean University (in Chinese), 30(6): 681–685
    [59]
    Yang Shenglong, Zhang Bianbian, Tang Baojun, et al. 2017. Influence of vertical structure of the water temperature on bigeye tuna longline catch rates in the tropical Atlantic Ocean. Journal of Fishery Sciences of China, 24(4): 875–883
    [60]
    Ying Yiping. 2011. Population genetic structure and molecular phylogeography of Konosirus punctatus and Sardinella zunasi (in Chinese) [dissertation]. Qingdao: Ocean University of China
    [61]
    Zhang Haijing. 2011. Ecological characteristics of zooplankton in the northern Jiangsu shoal in spring and summer (in Chinese) [dissertation]. Shanghai: Shanghai Ocean University
    [62]
    Zhang Zhixin, Guo Jingsong, Qiao Fangli, et al. 2016. Whereabouts and freshwater origination of the Subei coastal water. Oceanologia et Limnologia Sinica (in Chinese), 47(3): 527–532
    [63]
    Zhang Renzhai, Lu Suifen, Zhao Chuanyin. 1985. Fish Eggs and Larvae in the Offshore Waters of China (in Chinese). Shanghai: Shanghai Scientific and Technical Publishers
    [64]
    Zhang Yunlei, Xu Binduo, Zhang Chongliang, et al. 2019. Relationship between the habitat factors and the abundance of small yellow croaker (Larimichthys polyactis) in Haizhou Bay based on the Tweedie-GAM model. Haiyang Xuebao (in Chinese), 41(12): 78–89
    [65]
    Zhao Jing, Zhang Shouyu, Wang Zhenhua, et al. 2013. Fish community diversity distribution and its affecting factors based on GAM model. Chinese Journal of Ecology (in Chinese), 32(12): 3226–3235
    [66]
    Zhou He, Yang Yi, Qian Wei. 2020. Tweedie gradient boosting for extremely unbalanced zero-inflated data. Communications in Statistics-Simulation and Computation, 1–23
    [67]
    Zhu Guoping, Zhu Xiaoyan, Xu Yiying, et al. 2012. 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. Chinese Journal of Polar Research (in Chinese), 24(3): 266–273
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(9)  / Tables(2)

    Article Metrics

    Article views (564) PDF downloads(21) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return