基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究

王梓鑫, 王春伶, 吕海敏, 赵梦飞, 林东圣, 刘焕章, 刘飞

王梓鑫, 王春伶, 吕海敏, 赵梦飞, 林东圣, 刘焕章, 刘飞. 基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究[J]. 水生生物学报. DOI: 10.7541/2025.2024.0493
引用本文: 王梓鑫, 王春伶, 吕海敏, 赵梦飞, 林东圣, 刘焕章, 刘飞. 基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究[J]. 水生生物学报. DOI: 10.7541/2025.2024.0493
WANG Zi-Xin, WANG Chun-Ling, LÜ Hai-Min, ZHAO Meng-Fei, LIN Dong-Sheng, LIU Huan-Zhang, LIU Fei. THE TROPHIC STRUCUTRE OF FISH ASSEMBLAGES IN THE CHISHUI RIVER BASED ON STABLE ISOTOPE ANALYSIS[J]. ACTA HYDROBIOLOGICA SINICA. DOI: 10.7541/2025.2024.0493
Citation: WANG Zi-Xin, WANG Chun-Ling, LÜ Hai-Min, ZHAO Meng-Fei, LIN Dong-Sheng, LIU Huan-Zhang, LIU Fei. THE TROPHIC STRUCUTRE OF FISH ASSEMBLAGES IN THE CHISHUI RIVER BASED ON STABLE ISOTOPE ANALYSIS[J]. ACTA HYDROBIOLOGICA SINICA. DOI: 10.7541/2025.2024.0493
王梓鑫, 王春伶, 吕海敏, 赵梦飞, 林东圣, 刘焕章, 刘飞. 基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究[J]. 水生生物学报. CSTR: 32229.14.SSSWXB.0000.0000
引用本文: 王梓鑫, 王春伶, 吕海敏, 赵梦飞, 林东圣, 刘焕章, 刘飞. 基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究[J]. 水生生物学报. CSTR: 32229.14.SSSWXB.0000.0000
WANG Zi-Xin, WANG Chun-Ling, LÜ Hai-Min, ZHAO Meng-Fei, LIN Dong-Sheng, LIU Huan-Zhang, LIU Fei. THE TROPHIC STRUCUTRE OF FISH ASSEMBLAGES IN THE CHISHUI RIVER BASED ON STABLE ISOTOPE ANALYSIS[J]. ACTA HYDROBIOLOGICA SINICA. CSTR: 32229.14.SSSWXB.0000.0000
Citation: WANG Zi-Xin, WANG Chun-Ling, LÜ Hai-Min, ZHAO Meng-Fei, LIN Dong-Sheng, LIU Huan-Zhang, LIU Fei. THE TROPHIC STRUCUTRE OF FISH ASSEMBLAGES IN THE CHISHUI RIVER BASED ON STABLE ISOTOPE ANALYSIS[J]. ACTA HYDROBIOLOGICA SINICA. CSTR: 32229.14.SSSWXB.0000.0000

基于碳氮稳定同位素技术的赤水河鱼类群落营养结构研究

基金项目: 国家重点研发计划(2022YFB3206905); 科技基础资源调查专项(2022FY100400); 云南省科技厅科技计划项目(202203AC100001)资助
详细信息
    作者简介:

    王梓鑫(2000— ), 男, 硕士研究生; 主要从事鱼类生态学研究。E-mail: wangzixin@ihb.ac.cn

    通信作者:

    刘飞(1984—), 男, 博士; 副研究员; 主要从事鱼类生态学研究。E-mail: liufei@ihb.ac.cn

  • 中图分类号: S932.4

THE TROPHIC STRUCUTRE OF FISH ASSEMBLAGES IN THE CHISHUI RIVER BASED ON STABLE ISOTOPE ANALYSIS

Funds: Supported by the National Key Research & Development Program of China(2022YFB3206905); the National Science and Technology Basic Resources Survey Special Project (2022FY100400); the National Key Research & Development Program of Yunnan Province (202203AC100001)
    Corresponding author:
  • 摘要:

    为探究赤水河鱼类食物网特征, 本研究根据2023年丰水期(6月)和枯水期(12月)不同江段采集的鱼类样本的碳、氮稳定同位素值(δ13C和δ15N), 采用MixSIAR模型和SIBER等方法对赤水河鱼类营养级及群落营养结构的时空变化特征等进行了分析。结果表明, 赤水河鱼类的δ13C值和δ15N值变化范围分别为–29.36‰— –15.81‰和6.27‰—16.66‰, 上游和中游段丰水期δ13C值和δ15N值显著高于枯水期(P<0.05), 而下游段季节变化不明显(P>0.05); 鱼类δ13C和δ15N值整体表现出随着河流向下游延伸先增加后降低的趋势, 中游段鱼类δ13C和δ15N值显著高于其他江段(P<0.05)。鱼类营养级范围为1.21—4.46, 丰水期平均营养级显著高于枯水期(P<0.05), 中游段鱼类平均营养级显著高于其他江段(P<0.05)。不同摄食功能群营养级差异显著, 鱼食性鱼类的营养级显著高于其他摄食功能群(P<0.05)。营养结构特征指标分析显示, 赤水河鱼类群落营养结构时空差异显著。时间上, 除下游江段外, 其他江段的氮值范围(NR)、生态位总面积(TA)、平均最邻近距离(MNND)和最邻近距离标准差(SDNND)等指标均表现为丰水期高于枯水期, 表明丰水期鱼类资源利用更为广泛、生态位分化更为明显、食物网结构更为复杂; 空间上, 随着河流向下游延伸, 氮值范围(NR)、碳值范围(CR)和生态位总面积(TA)逐渐增加, 表明群落营养多样性逐渐增加、食物网结构渐趋复杂。研究为理解赤水河生态系统结构与功能提供了重要视角, 同时也为赤水河鱼类多样性保护与生态修复提供了科学依据。

    Abstract:

    This study aimed to analyse the temporal and spatial variations in the trophic structures of fish assemblages in the Chishui River, the last undammed tributary of the upper Yangtze River. Fish samples were collected from different sections (the headwater, the upstream, the midstream and the downstream) along the longitudinal gradient during the flood season (June) and dry season (December) of 2023. Stable carbon and nitrogen isotope values (δ13C and δ15N) were measured for 2016 fish specimens, belonging to 3 orders, 13 families and 83species. Temporal and spatial variations were analyzed by using MixSIAR and SIBER. Results showed that the δ13C values of fish species ranged from -29.36‰ to -15.81‰, while δ15N values ranged from 6.27‰ to 16.66‰. The δ13C and δ15N values in the upstream and midstream were significantly higher in the flood season than that in the dry season (P<0.05), while those in the downstream showed non-significant seasonal differences. Along the longitudinal gradient, the δ13C and δ15N values increased gradually first and then decreased in the downstream, with the maximum values occurring in the midstream. Trophic levels of fish assemblages ranged from 1.21 to 4.46, with average trophic levels significantly higher in the flood season than those in the dry season (P<0.05). Fish assemblages in the midstream exhibited significantly higher average trophic levels than those in other sections (P<0.05). The analysis of trophic structure indicators revealed significant temporal and spatial differences in fish assemblages. Temporally, for most sections (except for the downstream), higher Nitrogen Range (NR), Total Area (TA), Mean Nearest Neighbor Distance (MNND), and Standard Deviation of Nearest Neighbor Distance (SDNND) were observed in the flood season, suggesting greater trophic niche differentiation and more complex food webs than that in the dry season. Spatially, NR, Carbon Range (CR), and TA increased gradually along the longitudinal gradient, suggesting greater trophic diversity and increasingly complex food web downstream. Significant differences were observed among different feeding guilds, with the piscivore fishes exhibited the highest trophic level. These findings provide critical insights into the ecosystem structure and function of the Chishui River and offer scientific guidance for fish biodiversity conservation and ecological restoration efforts.

  • 图  1   采样区域位置示意图

    Figure  1.   Distribution of sampling areas in the Chishui River basin

    图  2   赤水河不同江段丰水期和枯水期鱼类δ13C和δ15N值变化范围

    Figure  2.   The range of δ13C and δ15N values of fish species in different sections of the Chishui River during the flood and dry seasons

    图  3   不同江段丰水期和枯水期鱼类δ13C和δ15N值的比较

    不同字母表示差异显著; 下同

    Figure  3.   Comparison of the δ13C and δ15N values of fish species in different river sections during the flood and dry seasons

    Different letters indicate significant differences. The same applies below

    图  4   不同摄食功能群鱼类δ13C和δ15N值的比较

    *表示该摄食功能群季节差异显著; NS表示季节差异不显著

    Figure  4.   Comparison of δ13C and δ15N values of different feeding guilds

    * indicates significant seasonal differences in this feeding guild; NS Indicates non-significant seasonal differences in this feeding guild

    图  5   不同江段鱼类营养级季节变化比较

    Figure  5.   Comparison of the seasonal variations in trophic levels of fish in different sections

    图  6   不同时期鱼类营养级

    Figure  6.   Trophic levels of fish during the flood and dry seasons

    表  1   采样区域位置范围

    Table  1   Geographic coordinate range of the sampling areas

    区域
    Sample area
    位置范围
    Range of location
    经纬度
    Latitude and longitude
    源头段Headwater文阁村−斑鸠井105.0528°E, 27.6977°N—
    105.2087°E, 27.7590°N
    上游段Upstream野奶角−赤水镇105.3944°E, 27.7515°N—
    105.5374°E, 27.7535°N
    中游段Midstream沙滩驿站−
    太平渡
    106.0557°E, 28.1416°N—
    106.2547°E, 28.0800°N
    下游段Downstream实录−贯湾105.7866°E, 28.7557°N—
    105.8116°E, 28.8039°N
    下载: 导出CSV

    表  2   赤水河丰水期和枯水期鱼类δ13C和δ15N值

    Table  2   The δ13C and δ15N values of fish species in the Chishui River during the flood and dry seasons

    种类
    Species
    食性
    Feeding guild
    丰水期Flood season 枯水期Dry season
    δ13C δ15N 样本量
    n
    体长Body
    length (mm)
    δ13C δ15N 样本量
    n
    体长Body
    length (mm)
    宽鳍鱲Zacco platypus 杂食性 –21.47±0.85 11.32±0.76 22 110—123 –23.37±1.80 10.50±0.84 10 100—115
    马口鱼Opsariichthys bidens 鱼食性 –20.89±1.10 12.74±0.57 21 159—203 –21.60±0.89 11.72±0.62 16 147—180
    草鱼Ctenopharyngodon idellus 草食性 –21.02±1.00 7.40±1.15 5 132—175 –17.80±2.30 5.47±0.61 4 153—227
    飘鱼Pseudolaubuca sinensis 底栖动物食性 –22.36±0.88 11.54±1.14 13 189—274 –23.33±0.68 10.47±0.56 10 177—230
    寡鳞飘鱼
    Pseudolaubuca engraulis
    杂食性 –23.09±0.31 10.37±1.22 2 145—212
    伍氏华鳊
    Sinibrama wui
    杂食性 –22.20±0.53 12.42±0.17 4 92—130
    汪氏近红鲌
    Ancherythroculter wangi
    底栖动物食性 –26.81±0.01 12.04±0.01 2 207—209
    高体近红鲌
    Ancherythroculter kurematsui
    底栖动物食性 –22.69±0.81 12.60±0.54 17 154—206 –23.14±0.62 11.87±1.03 28 151—203
    黑尾近红鲌
    Ancherythroculter nigrocauda
    底栖动物食性 –23.83±0.52 12.62±0.55 12 185—236 –23.57±0.37 12.95±0.78 12 200—250
    半䱗Hemiculterella sauvagei 杂食性 –22.22±0.80 11.15±0.86 26 100—128 –23.07±0.69 10.48±0.98 16 102—141
    张氏䱗Hemiculter tchangi 杂食性 –22.09±1.59 9.98±1.27 9 114—221 –23.09±1.46 10.23±1.80 10 170—208
    贝氏䱗Hemiculter bleekeri 杂食性 –22.93 11.21 1 108
    红鳍原鲌
    Cultrichthys erythropterus
    鱼食性 –23.08±0.49 11.94±0.96 6 191—228
    翘嘴鲌Culter alburnus 鱼食性 –22.23±0.32 13.50±0.50 4 292—426 –23.60±1.88 11.86±1.14 16 228—275
    蒙古鲌Culter mongolicus 鱼食性 –22.77±1.62 13.25±1.41 12 219—317 –22.25±1.72 11.14±1.92 18 232—250
    达氏鲌Culter dabryi 鱼食性 –24.54±0.53 11.12±1.36 5 181—195
    厚颌鲂
    Megalobrama pellegrini
    杂食性 –23.82±0.56 9.77±0.62 12 164—374 –23.72±0.76 10.33±0.60 26 175—232
    长体鲂
    Megalobrama elongata
    杂食性 –22.74 9.88 1 159 –23.76±0.02 7.85±0.01 2 172—174
    银鲴Xenocypris argentea 着生藻类食性 –21.12 10.04 1 172
    黄尾鲴Xenocypris davidi 杂食性 –21.54±1.30 10.46±1.29 8 200—253 –21.44±0.97 9.48±0.63 10 240—281
    细鳞鲴Xenocypris microlepis 着生藻类食性 –20.95±0.99 10.25±0.60 7 161—227 –20.96±0.01 10.43±0.12 2 297—299
    圆吻鲴
    Distoechodon tumirostris
    着生藻类食性 –20.26±1.97 9.47±0.80 8 203—334 –20.87±1.37 9.07±0.88 18 192—275
    似鳊Pseudobrama simony 着生藻类食性 –21.32±1.89 10.38±1.22 11 103—186 –20.09±0.71 10.10±0.91 22 128—153

    Hypophthalmichthys molitrix
    浮游食性 –25.77±2.17 8.69±0.60 5 196—268 –24.80±0.49 5.26±0.57 6 248—274
    Aristichthys nobilis 浮游食性 –24.36±0.51 9.91±0.85 3 118—132
    唇䱻Hemibarbus labeo 底栖动物食性 –22.00±1.32 11.66±1.27 52 126—207 –22.84±1.43 11.44±1.14 52 145—214
    花䱻Hemibarbus maculates 底栖动物食性 –22.28±1.64 11.43±0.47 8 122—175
    麦穗鱼Pseudorasbora parva 杂食性 –21.17±1.10 12.00±1.66 7 65—97
    华鳈Sarcocheilichthys sinensis 杂食性 –23.79±0.06 10.96±0.79 2 102—108 –24.12±1.22 9.95±1.08 14 75—142
    银鮈Squalidus argentatus 杂食性 –22.58±1.49 11.72±0.77 44 68—121 –22.80±0.52 11.16±1.50 33 78—204
    棒花鱼Abbottina rivularis 杂食性 –22.49±1.81 11.29±0.27 4 72—105 –21.25±0.01 10.89±0.01 2 87—89
    钝吻棒花鱼
    Abbottina obtusirostris
    杂食性 –20.64±0.36 11.29±0.27 6 59—68
    吻鮈Rhinogobio typus 底栖动物食性 –23.10±1.08 11.51±1.07 19 123—277 –23.16±1.01 11.38±1.17 36 134—285
    圆筒吻鮈
    Rhinogobio cylindricus
    杂食性 –24.68±0.83 9.53±0.24 3 216—256 –23.34±0.45 11.31±0.84 12 211—285
    裸腹片唇鮈
    Platysmacheilus nudiventris
    杂食性 –21.14±0.75 12.17±0.96 16 60—95 –23.22±0.01 12.26±0.15 2 82—84
    蛇鮈Saurogobio dabryi 杂食性 –22.15±1.35 11.00±1.72 29 116—203 –23.03±1.09 10.25±1.31 38 118—190
    斑点蛇鮈Saurogobio punctatus 杂食性 –21.83±1.42 10.79±1.73 44 139—225 –21.84±0.99 11.01±0.89 56 145—204
    高体鳑鲏Rhodeus ocellatus 着生藻类食性 –21.43±1.46 9.56±0.88 3 40—61 –20.88±0.08 11.10±0.02 2 74—76
    大鳍鱊Acheilognathus macropterus 杂食性 –22.53±0.65 10.48±0.76 3 76—84
    中华倒刺鲃
    Spinibarbus sinensis
    杂食性 –20.82±1.50 10.49±1.28 30 209—292 –22.73±1.48 8.77±1.23 66 216—410
    宽口光唇鱼
    Acrossocheilus monticolus
    杂食性 –22.20±0.98 11.41±1.02 29 150—207 –22.95±1.12 11.09±0.91 42 157—175
    云南光唇鱼
    Acrossocheilus yunnanensis
    杂食性 –22.38±0.83 10.60±0.69 28 165—243 –23.12±0.52 10.25±0.58 21 165—191
    白甲鱼Onychostoma sima 着生藻类食性 –19.98±1.70 9.35±0.72 21 173—277 –22.44±1.38 8.86±1.25 40 168—324
    宽唇华缨鱼
    Sinocrossocheilus labiata
    着生藻类食性 –18.93±1.10 8.23±0.85 8 68—87 –21.56±0.12 8.65±0.82 4 76—82
    金沙鲈鲤
    Percocypris pingi
    鱼食性 –19.98 11.66 1 257
    伦氏孟加拉鲮
    Bangana rendahli
    着生藻类食性 –23.7±3.36 11.32±0.10 2 240—271 –23.44±0.25 10.29±0.53 4 168—170
    Cirrhinus molitorella* 着生藻类食性 –23.56 8.98 1 224
    泉水鱼
    Pseudogyrinocheilus procheilus
    着生藻类食性 –22.63±1.17 9.25±1.00 34 157—208 –23.70±0.46 9.39±0.72 28 140—200
    墨头鱼Garra pingi 着生藻类食性 –22.30±1.52 9.91±0.91 26 122—288 –23.52±0.67 9.40±0.73 15 153—321
    昆明裂腹鱼
    Schizothorax grahami
    着生藻类食性 –22.10±1.00 9.77±1.10 12 214—285 –21.46±1.40 8.92±0.93 13 245—405
    四川裂腹鱼
    Schizothorax kozlovi
    杂食性 –24.59±0.72 11.90±0.19 2 191—205 –22.98±0.32 10.94±0.35 6 188—192
    岩原鲤Procypris rabaudi 杂食性 –21.99±1.24 11.44±0.94 44 180—350 –23.08±1.41 11.06±1.03 36 173—198
    Cyprinus carpio 杂食性 –23.22±1.54 8.06±1.59 5 171—268 –21.54±1.16 8.34±0.99 4 168—315
    散鳞镜鲤
    Cyprinu carpio L. mirror*
    杂食性 –22.29 12.08 1 195
    Carassius auratus 杂食性 –22.11±1.93 11.00±1.57 28 144—253 –22.29±1.23 9.53±2.17 36 146—270
    湘云鲫Triploid crucian carp* 杂食性 –21.77 9.59 1 173
    胭脂鱼Myxocyprinus asiaticus 底栖动物食性 –21.19±0.66 9.21±1.69 2 320—347
    贝氏高原鳅
    Trilophysa bleekeri
    底栖动物食性 –24.10±0.96 12.96±0.88 3 63—80
    红尾副鳅
    Paracobitis variegatus
    底栖动物食性 –21.46±0.74 11.57±1.18 5 80—145
    花斑副沙鳅Parabotia fasciata 底栖动物食性 –21.87±1.63 13.32±0.66 2 186—192
    长薄鳅Leptobotia elongate 鱼食性 –22.04±0.02 11.39±0.35 3 212—246
    中华沙鳅Botia superciliaris 底栖动物食性 –22.23±0.44 12.52±0.62 6 106—118
    泥鳅Misgurnus anguillicaudatus 杂食性 –18.55 10.73 1 151
    大鳞副泥鳅
    Paramisgurnus dabryanus
    杂食性 –23.28 10.73 1 127
    犁头鳅Lepturichthys fimbriata 着生藻类食性 –24.24 11.3 1 92
    四川华吸鳅
    Sinogastromyzon szechuanensis
    着生藻类食性 –23.31±0.86 11.02±0.71 20 55—89
    西昌华吸鳅
    Sinogastromyzon sichangensis
    着生藻类食性 –22.21±1.19 10.73±0.83 6 47—62
    侧沟爬岩鳅Beaufortia liui 杂食性 –22.70±0.01 10.21±0.03 2 62—47
    黄颡鱼Pelteobagrus fulvidraco 杂食性 –21.94±1.77 12.25±0.89 6 119—337 –20.05±0.05 12.07±0.10 2 152—154
    光泽黄颡鱼Pelteobagrus nitidus 杂食性 –23.15±1.81 11.37±1.21 12 105—160 –23.36±1.49 10.56±1.14 26 127—179
    瓦氏黄颡鱼
    Pelteobagrus vachelli
    杂食性 –21.52±1.38 11.30±0.96 28 212—368 –22.26±1.29 11.10±1.01 51 200—243
    粗唇鮠
    Leiocassis crassilabris
    杂食性 –21.98±1.39 11.74±0.79 43 150—253 –22.56±1.11 11.66±0.94 44 154—247
    切尾拟鲿
    Pseudobagrus truncates
    杂食性 –21.94±1.09 11.78±0.90 21 146—220 –23.04±0.64 10.65±0.40 12 140—149
    大鳍鳠Mystus macropterus 杂食性 –21.43±1.37 12.19±1.04 32 254—320 –21.94±1.29 12.32±0.99 49 253—317
    Silurus asotus 鱼食性 –20.78±1.58 12.69±0.88 14 371—530
    南方鲇Silurus meridionalis 鱼食性 –23.25±0.23 12.02±0.26 3 249—283
    白缘䱀Liobagrus marginatus 底栖动物食性 –22.33 11.67 1 115
    中华纹胸鮡
    Glyptothorax sinensis
    底栖动物食性 –22.74±0.93 11.93±0.54 5 71—106
    青石爬鮡
    Euchiloglanis davidi
    杂食性 –23.52 11.99 1 89
    Siniperca chuatsi 鱼食性 –21.47±0.97 13.16±1.06 29 208—248 –22.17±0.95 13.12±0.50 37 186—218
    斑鳜Siniperca scherzeri 鱼食性 –22.5 13.86 1 210
    大眼鳜Siniperca kneri 鱼食性 –22.61±0.02 12.78±0.47 2 155—166
    梭鲈Sander lucioperca* 鱼食性 –24.23 12.45 1 455
    子陵吻虾虎鱼
    Rhinogobius giurinus
    底栖动物食性 –22.55±0.89 11.88±0.99 26 56—97
    注: 同列数据肩标不同小写字母差异显著(P<0.05)Note: ★ indicates fish species endemic to the upper Yangtze River; * indicates exotic fish species; —indicates species those absented from catches in this season
    下载: 导出CSV

    表  3   不同江段丰水期和枯水期鱼类群落营养生态位指标变化

    Table  3   Changes in the trophic niche indicators of fish assemblages among different river sections during the flood and dry seasons

    指标Indicator源头Headwater上游Upstream中游Midstream下游Downstream
    丰水期Flood枯水期Dry丰水期Flood枯水期Dry丰水期Flood枯水期Dry丰水期Flood枯水期Dry
    NR7.114.108.255.919.929.567.119.83
    CR7.515.357.565.197.608.0112.0311.01
    TA31.5614.2843.6124.8256.2348.4252.8672.46
    CD2.111.611.541.541.381.861.871.91
    MNND0.380.140.160.110.200.120.170.11
    SDNND0.290.100.180.070.360.080.200.08
    SEA7.454.655.044.414.307.577.117.67
    SEAc7.564.775.064.434.327.607.137.69
    下载: 导出CSV

    表  4   不同摄食功能群营养生态位指标比较

    Table  4   Comparison of trophic niche indicators of different feeding guilds

    指标
    Indicator
    浮游食性
    Planktivore
    着生藻类食性
    Periphytivore
    草食性
    Herbivore
    杂食性
    Omnivore
    底栖动物食性
    Benthivore
    鱼食性
    Piscivore
    丰水期
    Flood
    枯水期
    Dry
    丰水期
    Flood
    枯水期
    Dry
    丰水期
    Flood
    枯水期
    Dry
    丰水期
    Flood
    枯水期
    Dry
    丰水期
    Flood
    枯水期
    Dry
    丰水期
    Flood
    枯水期
    Dry
    NR2.901.446.604.692.831.267.828.696.186.127.577.68
    CR5.631.178.756.662.624.349.268.015.616.727.376.17
    TA8.110.6234.8723.073.641.4049.3248.8428.5825.7743.5530.29
    CD1.570.641.861.841.222.041.691.731.411.421.621.61
    MNND1.070.220.260.121.250.640.140.090.200.130.250.13
    SDNND1.020.240.210.070.290.130.140.060.220.100.310.08
    SEA4.830.506.185.793.531.655.656.124.174.355.285.22
    SEAc5.630.636.235.834.702.475.666.134.194.385.315.24
    下载: 导出CSV
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