ZHANG Hang, LIANG Zhi-Ce, KUANG Chen-Yi, ZHOU Ting, LIAO Chuan-Song, YUAN Jing, GUO Chuan-Bo, LIU Jia-Shou. SPATIAL-TEMPORAL DISTRIBUTION CHARACTERISTICS OF FISH RESOURCES IN ERHAI LAKE BASED ON HYDROACOUSTICS AND CATCH SURVEY METHODS[J]. ACTA HYDROBIOLOGICA SINICA, 2024, 48(12): 2029-2041. DOI: 10.7541/2024.2024.0169
Citation: ZHANG Hang, LIANG Zhi-Ce, KUANG Chen-Yi, ZHOU Ting, LIAO Chuan-Song, YUAN Jing, GUO Chuan-Bo, LIU Jia-Shou. SPATIAL-TEMPORAL DISTRIBUTION CHARACTERISTICS OF FISH RESOURCES IN ERHAI LAKE BASED ON HYDROACOUSTICS AND CATCH SURVEY METHODS[J]. ACTA HYDROBIOLOGICA SINICA, 2024, 48(12): 2029-2041. DOI: 10.7541/2024.2024.0169

SPATIAL-TEMPORAL DISTRIBUTION CHARACTERISTICS OF FISH RESOURCES IN ERHAI LAKE BASED ON HYDROACOUSTICS AND CATCH SURVEY METHODS

Funds: Supported by the National Key R & D Program of China (2023YFD2400900); Erhai Ecological Survey Project (4532900HT202200026)
  • Received Date: April 20, 2024
  • Rev Recd Date: June 04, 2024
  • Available Online: June 18, 2024
  • Issue Publish Date: December 14, 2024
  • Erhai Lake, the second largest plateau freshwater lake in Yunnan Province, is known for its unique fish resources. In order to understand the temporal and spatial dynamics of fish resources, we evaluated the community structure and spatial-temporal distribution of fish in Erhai Lake by using hydroacoustics and catch survey methods from 2022 to 2023 this study. Additionally, the relationship anmong fish community structure, fish distribution characteristics, and environmental factors was analyzed. A total of 22 fish species were identified in the fishery survey, belonging to 17 genera, 8 families, and 4 orders, with Rhinogobius giurinus being the dominant species. The hydroacoustic survey results showed that the TS value of fish mainly ranged from –70 to –58 dB (total length 1.2—5.0 cm) in four seasons, accounting for 88.40%, 83.03%, 84.53%, and 82.92% in summer, autumn, winter, and spring, respectively. The average target intensity of fish in summer, autumn, winter, and spring were (–59.08±0.08) dB, (–54.99±0.15) dB, (–55.90±0.16) dB, and (–58.07±0.18) dB, respectively. Fish densities were as follows: (23851.61±889.30) ind./ha in summer, (14185.69±1106.54) ind./ha in autumn, (2423.19±179.54) ind./ha in winter, and (3382.16±440.71) ind./ha in spring. Spatially, fish in summer and spring were primarily concentrated in the northern region. Vertically, a higher proportion of fish were found in the 2.5—6.5 m water layer during summer, autumn, and spring, accounting for 32.99%, 30.65%, and 62.78%, respectively, whereas in winter, 34.05% of the fish were found in the 14.5—18.5 m water layer. Significant vertical migration was observed in winter and spring. Redundancy analysis (RDA) showed that water temperature (WT), ammonia nitrogen (NH3-N), transparency (SD), and high salinity index (CODMn) significantly affected the distribution of small fish in Erhai Lake. This study demonstrates the feasibility of combining acoustic surveys with catch surveys to investigate the spatial and temporal distribution of fish resources. The results provide a scientific basis for the protection and restoration of fish resources in Erhai Lake.

  • [1]
    李树深. 云南湖泊鱼类的区系及其类型分化 [J]. 动物学报, 1982, 28(2): 169-176.

    Li S S. Fish fauna and its differentiation in the upland lakes of Yunnan [J]. Acta Zoologica Sinica, 1982, 28(2): 169-176.
    [2]
    褚新洛, 陈银瑞. 云南高原湖泊鱼类区系的生物学特点及渔业利用的途径 [J]. 资源开发与保护, 1989, 5(1): 3-8.

    Chu X L, Chen Y R. Biological characteristics of fish fauna in lake of Yunnan Plateau and ways of fishery utilization [J]. Resource Development and Market, 1989, 5(1): 3-8.
    [3]
    严晖, 周正文, 赵芬, 等. 洱海土著鱼类调查研究 [C]. 第三届全国现代生态渔业可持续发展交流研讨会论文集, 2011: 84-91.

    Yan H. Zhou Z W, Zhao F, et al. The Investigation of the Indigenous of Fishes in Erhai Lake [C]. Proceedings of the Third National Workshop on Sustainable Development of Modern Ecological Fisheries, 2011: 84-91.
    [4]
    费骥慧, 唐涛, 邵晓阳. 洱海渔业资源与渔业发展模式 [J]. 湿地科学, 2011, 9(3): 277-283.

    Fei J H, Tang T, Shao X Y. Fishery resources and developmental patterns of fishery in Erhai Lake [J]. Wetland Science, 2011, 9(3): 277-283.
    [5]
    陈银瑞. 云南的鱼类资源及其利用和保护 [J]. 自然资源, 1991, 13(1): 25-33.

    Chen Y R. Fish resources in Yunnan and their utilization and protection [J]. Natural Resources, 1991, 13(1): 25-33.
    [6]
    Tang J, Ye S, Li W, et al. Status and historical changes in the fish community in Erhai Lake [J]. Chinese Journal of Oceanology and Limnology, 2013, 31(4): 712-723. doi: 10.1007/s00343-013-2324-7
    [7]
    何彦敏, 杨堂亮, 刘杰, 等. 洱海鱼类资源现状调查研究 [J]. 楚雄师范学院学报, 2010, 25(3): 53-58. doi: 10.3969/j.issn.1671-7406.2010.03.009

    He Y M, Yang T L, Liu J, et al. The investigation of the fish current resources in Erhai Lake [J]. Journal of Chuxiong Normal University, 2010, 25(3): 53-58. doi: 10.3969/j.issn.1671-7406.2010.03.009
    [8]
    费骥慧, 汪兴中, 邵晓阳. 洱海鱼类群落的空间分布格局 [J]. 水产学报, 2012, 36(8): 1225-1233. doi: 10.3724/SP.J.1231.2012.28002

    Fei J H, Wang X Z, Shao X Y. Spatial pattern of fish community in the Erhai Lake [J]. Journal of Fisheries of China, 2012, 36(8): 1225-1233. doi: 10.3724/SP.J.1231.2012.28002
    [9]
    周兴安, 乔永民, 王赛, 等. 洱海鱼类群落结构特征及其与环境因子关系 [J]. 生态学杂志, 2016, 35(6): 1569-1577.

    Zhou X A, Qiao Y M, Wang S, et al. Characteristics of fish assemblages associated with environmental factors in the Lake Erhai [J]. Chinese Journal of Ecology, 2016, 35(6): 1569-1577.
    [10]
    舒璐, 林佳艳, 徐源, 等. 基于环境DNA宏条形码的洱海鱼类多样性研究 [J]. 水生生物学报, 2020, 44(5): 1080-1086. doi: 10.7541/2020.125

    Shu L, Lin J Y, Xu Y, et al. Investigating the fish diversity in Erhai Lake based on environmental DNA metabarcoding [J]. Acta Hydrobiologica Sinica, 2020, 44(5): 1080-1086. doi: 10.7541/2020.125
    [11]
    何万朝, 尹成杰, 袁静, 等. 生态廊道建设对洱海不同类型湖湾鱼类群落分布及多样性的影响 [J]. 水生生物学报, 2023, 47(12): 1965-1975. doi: 10.7541/2023.2023.0091

    He W C, Yin C J, Yuan J, et al. Ecological corridor construction on the distribution and diversity of fish communities in different types of bays in Erhai Lake [J]. Acta Hydrobiologica Sinica, 2023, 47(12): 1965-1975. doi: 10.7541/2023.2023.0091
    [12]
    杜宝汉, 李永安. 洱海鱼类多样性危机及解危对策 [J]. 环境科学研究, 2001, 14(3): 42-44. doi: 10.3321/j.issn:1001-6929.2001.03.013

    Du B H, Li Y A. Danger risk to fish diversity in Erhai Lake and proposals to dispel it [J]. Research of Environmental Sciences, 2001, 14(3): 42-44. doi: 10.3321/j.issn:1001-6929.2001.03.013
    [13]
    吴庆龙, 王云飞. 洱海生物群落的历史演变分析 [J]. 湖泊科学, 1999, 11(3): 267-273. doi: 10.18307/1999.0312

    Wu Q L, Wang Y F. On the succession of aquatic communities in Erhai lake [J]. Journal of Lake Sciences, 1999, 11(3): 267-273. doi: 10.18307/1999.0312
    [14]
    Godlewska M, Zalewski M. Hydroacoustics as a tool for studying the impact of habitat modification (degradation) upon fish: a review [J]. Ecohydrology and Hydrobiology, 2001, 1(3): 393-399.
    [15]
    Lian Y, Ye S, Godlewska M, et al. Diurnal, seasonal and inter-annual variability of fish density and distribution in the Three Gorges Reservoir (China) assessed with hydroacoustics [J]. Limnologica-Ecology and Management of Inland Waters, 2017, 63: 97-106. doi: 10.1016/j.limno.2017.01.008
    [16]
    Foote K. Calibration of acoustic instruments for fish density estimation: a practical guide [J]. International Council for the Exploration of the Sea., 1987, 82(3): 981-987.
    [17]
    Aglen A. Random errors of acoustic fish abundance estimates in relation to the survey grid density applied [J]. FAO Fisheries Report, 1983(300): 293-298.
    [18]
    陈宜瑜. 中国动物志-硬骨鱼纲鲤形目, 中卷 [M]. 北京: 科学出版社, 1998: 61-444.

    Chen Y Y. Fauna Sinica, Osteichthyes, Cypriniformes Ⅱ [M]. Beijing: Science Press, 1998: 61-444.
    [19]
    乐佩琦. 中国动物志-硬骨鱼纲鲤形目, 下卷 [M]. 北京: 科学出版社, 2000: 273-425.

    Yue P Q. Fauna Sinica, Osteichthyes, Cypriniformes Ⅲ [M]. Beijing: Science Press, 2000: 273-425.
    [20]
    陈银瑞, 褚新洛. 云南鱼类志, 上册 [M]. 北京: 科学出版社, 1989: 37-350.

    Chen Y R, Chu X L. Fish Fauna of Yunnan-Volume Ⅰ [M]. Beijing: Science Press, 1989: 37-350.
    [21]
    陈银瑞, 褚新洛. 云南鱼类志, 下册 [M]. 北京: 科学出版社, 1990: 5-264.

    Chen Y R, Chu X L. Fish Fauna of Yunnan-Volume Ⅱ [M]. Beijing: Science Press, 1990: 5-264.
    [22]
    Mason D M, Johnson T B, Harvey C J, et al. Hydroacoustic estimates of abundance and spatial distribution of pelagic prey fishes in western lake superior [J]. Journal of Great Lakes Research, 2005, 31(4): 426-438. doi: 10.1016/S0380-1330(05)70274-4
    [23]
    田盼盼, 李祥艳, 邓华堂, 等. 长江上游保护区干流江安-重庆段禁渔初期鱼类时空分布特点 [J]. 水生生物学报, 2024, 48(4): 558-567. doi: 10.7541/2024.2023.0122

    Tian P P, Li X Y, Deng H T, et al. Spatial and temporal distribution characteristics of fish in the main stream of the Upper Yangtze River reserve Jiang’an-chongqing section in the early period of fishing ban [J]. Acta Hydrobiologica Sinica, 2024, 48(4): 558-567. doi: 10.7541/2024.2023.0122
    [24]
    Foote K G. Fish target strengths for use in echo integrator surveys [J]. The Journal of the Acoustical Society of America, 1987, 82(3): 981-987. doi: 10.1121/1.395298
    [25]
    王普泽, 宋聃, 张尹哲, 等. 基于水声学评估的博斯腾湖鱼类时空分布研究 [J]. 中国水产科学, 2023, 30(5): 525-532. doi: 10.12264/JFSC2022-0359

    Wang P Z, Song D, Zhang Y Z, et al. Hydroacoustic assessment of spatio-temporal distribution and resource status of fish in Lake Bosten [J]. Journal of Fishery Sciences of China, 2023, 30(5): 525-532. doi: 10.12264/JFSC2022-0359
    [26]
    连玉喜, 黄耿, Godlewska M, 等. 基于水声学探测的香溪河鱼类资源时空分布特征评估 [J]. 水生生物学报, 2015, 39(5): 920-929. doi: 10.7541/2015.121

    Lian Y X, Huang G, Godlewska M, et al. Hydroacoustic assessment of spatio-temporal distribution and abundance of fish resources in the Xiangxi River [J]. Acta Hydrobiologica Sinica, 2015, 39(5): 920-929. doi: 10.7541/2015.121
    [27]
    王崇瑞, 张辉, 杜浩, 等. 采用BioSonics DT-X超声波回声仪评估青海湖裸鲤资源量及其空间分布 [J]. 淡水渔业, 2011, 41(3): 15-21.

    Wang C R, Zhang H, Du H, et al. Hydroacoustic assesment of abundance and spatial distribution of Gymnocypris przewalskii in Qinghai Lake with BioSonics DT-X echosounder [J]. Freshwater Fisheries, 2011, 41(3): 15-21.
    [28]
    蔡杏伟, 熊鹰, 郭超, 等. 饮用水水源地盐龙湖鱼类群落结构特征及调控策略研究 [J]. 淡水渔业, 2019, 49(2): 39-45. doi: 10.3969/j.issn.1000-6907.2019.02.008

    Cai X W, Xiong Y, Guo C, et al. Studies on the characteristics of fish community structure and the control strategies of drinking water source Yanlong Lake [J]. Freshwater Fisheries, 2019, 49(2): 39-45. doi: 10.3969/j.issn.1000-6907.2019.02.008
    [29]
    高礼存, 庄大栋, 张开翔, 等. 云南高原主要湖泊经济鱼类数量变动的初步调查 [J]. 动物学杂志, 1981, 16(1): 31-34.

    Gao L C, Zhuang D D, Zhang K X, et al. Preliminary investigation on the change of economic fish quantity in main lakes of Yunnan Plateau [J]. Chinese Journal of Zoology, 1981, 16(1): 31-34.
    [30]
    袁刚, 茹辉军, 刘学勤. 2007—2008年云南高原湖泊鱼类多样性与资源现状 [J]. 湖泊科学, 2010, 22(6): 837-841.

    Yuan G, Ru H J, Liu X Q. Fish diversity and fishery resources in lakes of Yunnan Plateau during 2007—2008 [J]. Journal of Lake Sciences, 2010, 22(6): 837-841.
    [31]
    王乐, 于雪峰, 窦乾明, 等. 乌伦古湖鱼类群落特征及其与环境因子的关系 [J]. 中国水产科学, 2023, 30(5): 533-547. doi: 10.12264/JFSC2022-0312

    Wang L, Yu X F, Dou Q M, et al. Fish community structure and its relationship with environmental factors in the Ulungur Lake [J]. Journal of Fishery Sciences of China, 2023, 30(5): 533-547. doi: 10.12264/JFSC2022-0312
    [32]
    项涛, 董响红, 郭超, 等. 基于随机森林模型预测气候变化对黄颡鱼适生区的影响 [J]. 水生生物学报, 2019, 43(6): 1262-1270. doi: 10.7541/2019.150

    Xiang T, Dong X H, Guo C, et al. The impacts of climate change on the distribution of Pelteobagrus fulvidraco by random forest model [J]. Acta Hydrobiologica Sinica, 2019, 43(6): 1262-1270. doi: 10.7541/2019.150
    [33]
    郭志强. 两种同属入侵鰕虎鱼生态位分化的研究 [D]. 北京: 中国科学院大学, 2012.

    Guo Z Q. Study on niche differentiation of two species of invasive goby [D]. Beijing: University of Chinese Academy of Sciences, 2012.
    [34]
    Beatty S J, Allen M G, Whitty J M, et al. First evidence of spawning migration by goldfish (Carassius auratus); implications for control of a globally invasive species [J]. Ecology of Freshwater Fish, 2017, 26(3): 444-455. doi: 10.1111/eff.12288
    [35]
    Cucherousset J, Olden J D. Ecological impacts of nonnative freshwater fishes [J]. Fisheries, 2011, 36(5): 215-230. doi: 10.1080/03632415.2011.574578
    [36]
    Brandt S B. The effect of thermal fronts on fish growth: a bioenergetics evaluation of food and temperature [J]. Estuaries, 1993, 16(1): 142-159. doi: 10.2307/1352771
    [37]
    武智, 李捷, 朱书礼, 等. 基于水声学的北江石角水库鱼类资源季节变动及行为特征研究 [J]. 中国水产科学, 2018, 25(3): 674-681. doi: 10.3724/SP.J.1118.2018.17324

    Wu Z, Li J, Zhu S L, et al. Seasonal variation of fish density and behavior in Shijiao Reservoir, Beijiang River by using hydroacoustic methods [J]. Journal of Fishery Sciences of China, 2018, 25(3): 674-681. doi: 10.3724/SP.J.1118.2018.17324
    [38]
    Zhu F, Rypel A L, Murphy B R, et al. Rapid life-history diversification of an introduced fish species across a localized thermal gradient [J]. PLoS One, 2014, 9(2): e88033. doi: 10.1371/journal.pone.0088033
    [39]
    杨桐, 袁昌波, 曹特, 等. 洱海沉水植物群落恢复与优化初探 [J]. 湖泊科学, 2021, 33(6): 1777-1787. doi: 10.18307/2021.0614

    Yang T, Yuan C B, Cao T, et al. Preliminary study on recovery and optimization of submerged macrophyte community in Lake Erhai, China [J]. Journal of Lake Sciences, 2021, 33(6): 1777-1787. doi: 10.18307/2021.0614
    [40]
    田玉清, 陈欣, 吕超超, 等. 洱海湖滨带水生植物多样性及分布现状 [J]. 湖泊科学, 2023, 35(3): 941-949. doi: 10.18307/2023.0314

    Tian Y Q, Chen X, Lv C C, et al. Diversity and distribution status of aquatic plants in the lakeshore zone of Lake Erhai [J]. Journal of Lake Sciences, 2023, 35(3): 941-949. doi: 10.18307/2023.0314
    [41]
    王云飞, 潘红玺, 吴庆龙, 等. 人类活动对洱海的影响及对策分析 [J]. 湖泊科学, 1999, 11(2): 123-128. doi: 10.18307/1999.0206

    Wang Y F, Pan H X, Wu Q L, et al. Impacts of human activity on Erhai Lake and countermeasures [J]. Journal of Lake Science, 1999, 11(2): 123-128. doi: 10.18307/1999.0206
    [42]
    陈文静, 贺刚, 吴斌, 等. 鄱阳湖通江水道鱼类空间分布特征及资源量评估 [J]. 湖泊科学, 2017, 29(4): 923-931. doi: 10.18307/2017.0416

    Chen W J, He G, Wu B, et al. Spatial distribution and biomass assessment of fish in the channel connecting the Lake Poyang and the Yangtze River [J]. Journal of Lake Sciences, 2017, 29(4): 923-931. doi: 10.18307/2017.0416
    [43]
    高登成, 吕兴菊, 杨四坤, 等. 洱海浮游动物季节变化及现状研究 [J]. 环境科学导刊, 2021, 40(2): 1-6.

    Gao D C, Lv X J, Yang S K, et al. Study on the seasonal variation and current status of zooplankton in Erhai Lake [J]. Environmental Science Survey, 2021, 40(2): 1-6.
    [44]
    杨姣姣, 过龙根, 尹成杰, 等. 富营养化初期湖泊放养鲢(Hypophthalmichthys molitrix)、鳙(Aristichthys nobilis)控藻生态效果的初步评估 [J]. 湖泊科学, 2019, 31(2): 386-396. doi: 10.18307/2019.0208

    Yang J J, Guo L G, Yin C J, et al. Preliminary evaluation of ecological effects of silver and bighead carps to control cyanobacterial blooms in the early eutrophication lakes [J]. Journal of Lake Sciences, 2019, 31(2): 386-396. doi: 10.18307/2019.0208
    [45]
    Schaus M H, Vanni M J. Effects of gizzard shad on phytoplankton and nutrient dynamics: role of sediment feeding and fish size [J]. Ecology, 2000, 81(6): 1701-1719. doi: 10.1890/0012-9658(2000)081[1701:EOGSOP]2.0.CO;2
    [46]
    文红星, 彭松, 黄斌, 等. 洱海浮游植物种类组成及多样性分析 [J]. 人民珠江, 2017, 38(8): 84-87. doi: 10.3969/j.issn.1001-9235.2017.08.019

    Wen H X, Peng S, Huang B, et al. Species composition and diversity of phytoplankton in Erhai Lake [J]. Pearl River, 2017, 38(8): 84-87. doi: 10.3969/j.issn.1001-9235.2017.08.019
    [47]
    阳敏, 盛漂, 张燕萍, 等. 禁捕初期鄱阳湖鱼类群落的结构特征 [J]. 水生生物学报, 2022, 46(10): 1569-1579. doi: 10.7541/2023.2022.0161

    Yang M, Sheng P, Zhang Y P, et al. Characteristics of fish assemblages of Poyang Lake at the initial stage of the fishing ban [J]. Acta Hydrobiologica Sinica, 2022, 46(10): 1569-1579. doi: 10.7541/2023.2022.0161
    [48]
    Brandt S B, Gerken M, Hartman K J, et al. Effects of hypoxia on food consumption and growth of juvenile striped bass (Morone saxatilis) [J]. Journal of Experimental Marine Biology and Ecology, 2009, 381: S143-S149. doi: 10.1016/j.jembe.2009.07.028
    [49]
    Brosse S, Lek S, Dauba F. Predicting fish distribution in a mesotrophic lake by hydroacoustic survey and artificial neural networks [J]. Limnology and Oceanography, 1999, 44(5): 1293-1303. doi: 10.4319/lo.1999.44.5.1293
    [50]
    Prchalová M, Kubečka J, Čech M, et al. The effect of depth, distance from dam and habitat on spatial distribution of fish in an artificial reservoir [J]. Ecology of Freshwater Fish, 2009, 18(2): 247-260. doi: 10.1111/j.1600-0633.2008.00342.x
    [51]
    Jaenson T G. Overwintering of Culex mosquitoes in Sweden and their potential as reservoirs of human pathogens [J]. Medical and Veterinary Entomology, 1987, 1(2): 151-156. doi: 10.1111/j.1365-2915.1987.tb00336.x
    [52]
    任玉芹, 陈大庆, 刘绍平, 等. 三峡库区澎溪河鱼类时空分布特征的水声学研究 [J]. 生态学报, 2012, 32(6): 1734-1744. doi: 10.5846/stxb201103010249

    Ren Y Q, Chen D Q, Liu S P, et al. Spatio-temporal distribution of fish in the Pengxi River arm of the Three Gorges Reservoir [J]. Acta Ecologica Sinica, 2012, 32(6): 1734-1744. doi: 10.5846/stxb201103010249
    [53]
    李慧峰, 王珂, 余绪俊, 等. 禁渔初期鄱阳湖鱼类时空分布特征 [J]. 水生生物学报, 2023, 47(1): 147-155. doi: 10.7541/2023.2022.0163

    Li H F, Wang K, Yu X J, et al. Hydroacoustic surveys on spatial-temporal distribution of fishes during early fishing ban period in Poyang Lake [J]. Acta Hydrobiologica Sinica, 2023, 47(1): 147-155. doi: 10.7541/2023.2022.0163
    [54]
    翁圆, 苏玉萍, 张玉珍, 等. 福建山仔水库不同季节表层沉积物内源磷负荷分析 [J]. 湖泊科学, 2014, 26(6): 871-878. doi: 10.18307/2014.0609

    Weng Y, Su Y P, Zhang Y Z, et al. Internal phosphorus loadings and fluxes of surface sediments in four seasons in Shanzi Reservoir [J]. Journal of Lake Sciences, 2014, 26(6): 871-878. doi: 10.18307/2014.0609
    [55]
    Tao J P, Wang X, Tan X C, et al. Diel pattern of fish presence at the Changzhou fishway (Pearl River, China) during the flood season [J]. Journal of Applied Ichthyology, 2015, 31(3): 451-458. doi: 10.1111/jai.12706
    [56]
    Draštík V, Kubečka J. Fish avoidance of acoustic survey boat in shallow waters [J]. Fisheries Research, 2005, 72(2/3): 219-228.
    [57]
    陶峰, 刘凯, 蔺丹清, 等. 安庆市西江浮游植物群落多样性时空格局 [J]. 大连海洋大学学报, 2019, 34(2): 239-246.

    Tao F, Liu K, Lin D Q, et al. Spatial pattern of phytoplankton community diversity in Xijiang River at Anqing, Anhui Province [J]. Journal of Dalian Ocean University, 2019, 34(2): 239-246.
    [58]
    Tian Y, Kidokoro H, Watanabe T, et al. The late 1980s regime shift in the ecosystem of Tsushima warm current in the Japan/East Sea: evidence from historical data and possible mechanisms [J]. Progress in Oceanography, 2008, 77(2): 127-145.
    [59]
    栾青杉, 吴强. 2011年春、夏、秋三季莱州湾浮游植物群落演替及其与主要中上层鱼类资源密度的关系 [J]. 中国水产科学, 2020, 27(5): 547-558.

    Luan Q S, Wu Q. Phytoplankton community succession and its relationship with the density distribution of major pelagic fishes in Laizhou Bay [J]. Journal of Fishery Sciences of China, 2020, 27(5): 547-558.
    [60]
    黄朔, 李连翔, 刀微, 等. 泸沽湖鱼类空间分布特征分析与资源量评估 [J]. 南方水产科学, 2020, 16(1): 53-61. doi: 10.12131/20190180

    Huang S, Li L X, Dao W, et al. Spatial distribution characteristics analysis and resources assessment of fish in Lugu Lake [J]. South China Fisheries Science, 2020, 16(1): 53-61. doi: 10.12131/20190180
    [61]
    王军霞, 张亚娟, 刘存歧, 等. 水生植物在富营养化湖泊生物修复中的作用 [J]. 安徽农业科学, 2011, 39(10): 6055-6057. doi: 10.3969/j.issn.0517-6611.2011.10.146

    Wang J X, Zhang Y J, Liu C Q, et al. Function of aquatic plants in bioremediation of eutrophic Lakes [J]. Journal of Anhui Agricultural Sciences, 2011, 39(10): 6055-6057. doi: 10.3969/j.issn.0517-6611.2011.10.146
    [62]
    王圣瑞, 何宗健, 赵海超, 等. 洱海表层沉积物中总氮含量及氨氮的释放特征 [J]. 环境科学研究, 2013, 26(3): 256-261.

    Wang S R, He Z J, Zhao H C, et al. Studying on total nitrogen content and release characteristics of ammonium in the surface sediment of Erhai Lake [J]. Research of Environmental Sciences, 2013, 26(3): 256-261.
    [63]
    Konan K J, Eyi A J, N’Da K, et al. Spatial and temporal variation of fish assemblage associated with aquatic macrophytes in three small lagoons of the South-eastern, Côte d’Ivoire [J]. Journal of Advances in Biology & Biotechnology, 2023, 26(6): 9-19.
    [64]
    Kubecka J, Duncan A. Acoustic size vs. real size relationships for common species of riverine fish [J]. Fisheries Research, 1998, 35(1/2): 115-125.
    [65]
    连玉喜, 李昌, 叶少文, 等. 云南高原渔洞水库鱼类空间分布格局及主要影响因子 [J]. 湖泊科学, 2018, 30(6): 1755-1765. doi: 10.18307/2018.0626

    Lian Y X, Li C, Ye S W, et al. Fish spatial distribution patterns and controlling factors in Yudong Reservoir, Yunnan Plateau [J]. Journal of Lake Sciences, 2018, 30(6): 1755-1765. doi: 10.18307/2018.0626
    [66]
    宋聃, 都雪, 金星, 等. 基于水声学探测的镜泊湖鱼类时空分布特征及资源量评估 [J]. 湖泊科学, 2022, 34(6): 2095-2104. doi: 10.18307/2022.0630

    Song D, Du X, Jin X, et al. The characteristics of spatial-temporal distributions of fish resources in Lake Jingpo based on hydroacoustic assessment [J]. Journal of Lake Sciences, 2022, 34(6): 2095-2104. doi: 10.18307/2022.0630
    [67]
    黄耿. 清江梯级水库鱼类群落时空格局及响应过程研究 [D]. 北京: 中国科学院大学, 2018.

    Huang G. Study on temporal and spatial pattern and response process of fish community in Qingjiang Cascade Reservoirs [D]. Beijing: University of Chinese Academy of Sciences, 2018.
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