东海及其邻近海域受胁鱼类保护空缺分析

doi:10.11978/2022046

摘要/Abstract

摘要：

本研究以88种受胁鱼类为研究对象, 基于公开数据和最大熵模型(maximum entropy models, MaxEnt)预测其空间分布规律, 进而对东海及其邻近海域开展系统的保护空缺分析, 并提出了相应的规划建议。研究结果表明, 东海及邻近海域受胁鱼类的热点区面积为1.58×10¹¹m², 主要分布于长江口以南的近海和台湾海峡海域, 其中前10%热点区域面积为5.68×10¹⁰m², 主要分布在台湾岛近岸、澎湖列岛邻近海域、福建和广东沿岸海域。对其分布规律的进一步探究发现, 目前东海受胁鱼类的分布可分为6个区域, 而已有保护区主要集中在I区和Ⅳ区中, Ⅱ区和Ⅲ区则尚未设置任何相关的保护区, 并且大部分受胁鱼类的栖息地均未受到有效保护。本研究结果将为东海及其邻近海域生物多样性保护策略的升级与优化提供科学支撑。

关键词: 生物多样性, 受胁鱼类, 热点区, 最大熵模型, 海洋保护区

Abstract:

A total of 88 threatened fish species were selected for the study, and their spatial distribution was predicted using publicly available data and the MaxEnt model. The conservation gap analysis was performed based on the predicted distribution, and recommendations for the conservation of the East China Sea and adjacent sea areas were proposed. The results showed that the hotspot areas of threatened fish covered 1.58×10¹¹m², mainly located in the southern coastal area of the Yangtze estuary and the Taiwan Strait. Among them, the top 10%of the hotspot areas was about 5.68×10¹⁰m², mainly located in the coastal waters of Fujian and Guangdong provinces, and sea areas adjacent to Taiwan Island and Penghu Islands. Further investigation of the distribution patterns revealed that there were six different zones in the current distribution of threatened fish in the East China Sea. The existing marine protected areas are mainly concentrated in zones I and Ⅳ, while no protected area has been established in zones Ⅱ and Ⅲ, indicating that habitats of most threatened fish have not been effectively protected. These results provide a scientific basis for improving and optimizing the fish biodiversity conservation strategies in the East China Sea and adjacent sea areas.

Key words: biodiversity, threatened fish, hotspot, MaxEnt model, marine protected areas

王子涵, 曾聪, 姜子禺, 曹玲. 东海及其邻近海域受胁鱼类保护空缺分析[J]. 热带海洋学报, 2023, 42(1): 66-86.

WANG Zihan, ZENG Cong, JIANG Ziyu, CAO Ling. Conservation gap analysis of threatened fish in the East China Sea and adjacent sea areas[J]. Journal of Tropical Oceanography, 2023, 42(1): 66-86.

图/表 10

表1

濒危鱼类分布的参考文献"

序号	物种	拉丁学名	参考文献
1	台湾扁鲨	Squatina formosa	Walsh et al, 2007; Kriwet et al, 2010; Stelbrink et al, 2010; 陈永俊, 2014
2	日本扁鲨	Squatina japonica	黄良敏, 2011; Theiss et al, 2013; 苏巍, 2014
3	星云扁鲨	Squatina nebulosa	Walsh et al, 2007; Theiss et al, 2013
4	日本单鳍电鳐	Narke japonica	杜建国等, 2010; 蒋新花, 2010; 沈长春, 2011; 张静等, 2013; 管伟等, 2017; 李聪, 2019
5	无刺蝠鲼	Mobula mobular	陈国宝等, 2006
6	埃氏前口蝠鲼	Mobula birostris	陈国宝等, 2006
7	花点无刺鲼	Aetomylaeus maculatus	陈国宝等, 2006
8	黄魟	Dasyatis bennettii	陈国宝等, 2006; 沈长春, 2011; 张静等, 2013; 刘勇等, 2015; 曾嘉维, 2019
9	光魟	Dasyatis laevigata	蒋新花, 2010; 刘勇等, 2015; 沈忱, 2019; 曾嘉维, 2019
10	奈氏魟	Dasyatis navarrae	蒋新花, 2010; 徐兆礼等, 2011
11	中国魟	Dasyatis sinensis	蒋新花, 2010; 刘勇等, 2015
12	迈氏条尾魟	Taeniurops meyeni	陈国宝等, 2006
13	锥齿鲨	Carcharias taurus	孙典荣等, 2006; 黄良敏, 2011
14	浅海长尾鲨	Alopias pelagicus	Liu et al, 2006; Ho et al, 2011; Cardeñosa et al, 2014
15	大眼长尾鲨	Alopias superciliosus	Chen et al, 1997; Jambura et al, 2021
16	狐形长尾鲨	Alopias vulpinus	陈国宝等, 2006; 黄良敏, 2011
17	斑纹犁头鳐	Rhinobatos hynnicephalus	徐兆礼等, 2011; 李聪, 2019; 沈忱, 2019
18	中国团扇鳐	Platyrhina sinensis	李建生等, 2007; 杜昊, 2009; 蒋新花, 2010; 王迎宾等, 2010; 孙典荣等, 2011; 徐兆礼等, 2011; 曾慧慧, 2012; 张静等, 2013; 陈永俊, 2014; 刘勇等, 2015; 游天福等, 2016; 游天福, 2017; 沈忱, 2019; 曾嘉维, 2019
19	何氏瓮鳐	Okamejei hollandi	陈永俊, 2014
20	美鳐	Beringraja pulchra	曾慧慧, 2012
21	圆犁头鳐	Rhina ancylostoma	陈国宝等, 2006
22	黑线银鲛	Chimaera phantasma	陈国宝等, 2006
23	路氏双髻鲨	Sphyrna lewini	陈国宝等, 2006; 李灵智等, 2009, 2010; 黄良敏, 2011; Su et al, 2020
24	无沟双髻鲨	Sphyrna mokarran	黄良敏, 2011; Roemer et al, 2016
25	锤头双髻鲨	Sphyrna zygaena	Stelbrink et al, 2010; Theiss et al, 2013; 苏巍, 2014
26	白边鳍真鲨	Carcharhinus albimarginatus	陈国宝等, 2006; 孙典荣等, 2006
27	白斑星鲨	Mustelus manazo	陈国宝等, 2006; 杜昊, 2009; 曾慧慧, 2012
28	巴氏海马	Hippocampus bargibanti	Lourie et al, 2005
29	冠海马	Hippocampus coronatus	Jiang et al, 2020
30	刺海马	Hippocampus histrix	张会军, 2013; 于南京等, 2020
31	大海马	Hippocampus kelloggi	Wang et al, 2019; 曾嘉维, 2019; Sun et al, 2020
32	库达海马	Hippocampus kuda	Lourie et al, 2005; Jiang et al, 2020; Sun et al, 2020
33	日本海马	Hippocampus mohnikei	曾慧慧, 2012; 张亮等, 2014; Zhang et al, 2014; 游天福, 2017
34	棘海马	Hippocampus spinosissimus	Lourie et al, 2005; Sun et al, 2020
35	三斑海马	Hippocampus trimaculatus	Lourie et al, 2004, 2005; Qin et al, 2012; Zhang et al, 2014; Wang et al, 2016; 曾嘉维, 2019; Sun et al, 2020
序号	物种	拉丁学名	参考文献
36	凤鲚	Coilia mystus	王迪等, 2006; 李忠义等, 2009; 宋普庆等, 2009; 杜建国等, 2010; 宋秀凯等, 2010; 黄良敏, 2011; 姜涛等, 2011; 沈长春, 2011; 沈新强等, 2011; 赵晓娟等, 2011; 刘守海等, 2012; 魏永杰等, 2012; 郑献之等, 2012; 何贤保等, 2013; 王陈等, 2014; 刘勇等, 2015; 晁眉等, 2016; 管伟等, 2017; 游天福, 2017; 石焱, 2018; 宋超等, 2018; 沃佳等, 2018; 韩旭东等, 2019; 李聪, 2019; 沈忱, 2019; 杨琴, 2019; 曾嘉维, 2019; 于南京等, 2020; 于旭光等, 2020
37	刀鲚	Coilia nasus	姜涛等, 2011; 沈新强等, 2011; 宋超等, 2018
38	二长棘犁齿鲷	Evynnis cardinalis	张跃平, 2011; Zhu et al, 2013; 赵洪强等, 2014; 何雄波, 2016; Song et al, 2016; 蔡研聪等, 2017; 苏杨等, 2018; 何思璇等, 2019; 林楠, 2019; 吴仁协等, 2019; 张文博等, 2019
39	金线鱼	Nemipterus virgatus	王雪辉等, 2004; 卢振彬等, 2008; 张静等, 2013; 刘勇, 2014; 陈永俊, 2014; Hao et al, 2015; 刘勇等, 2015; 彭露等, 2018; 曾嘉维, 2019
40	波纹唇鱼	Cheilinus undulatus	胡静, 2012; 胡静等, 2013, 2014
41	赤点石斑鱼	Epinephelus akaara	董颖等, 2008; 陈省平等, 2012
42	日本白姑鱼	Argyrosomus japonicus	陈定标, 2017; 梁海, 2019
43	日本鳗鲡	Anguilla japonica	Sasai et al, 2001; 张涛等, 2009, 2010; Miller et al, 2011; 曾慧慧, 2012; 智玉龙, 2013; Gong et al, 2014; 帅方敏等, 2015; 刘炳舰, 2017; 游天福, 2017; 于磊, 2017; 付秀兰等, 2018; 张文博等, 2019
44	中华鲟	Acipenser sinensis	张涛等, 2010

表1

图1

表2

图2

图3

图4

图5

图6

图7

附录1

MaxEnt模型预测濒危鱼类分布的结果统计"

序号		物种		拉丁学名	目	痕迹点数/个	RM	FC	Boyce指数	非零系数个数	训练AUC	最大贡献变量（从高到低）
1		中华鲟		Acipenser sinensis	鲟形目	17	0.5	L	0.667	6	0.998	平均初级生产力	表层硅酸盐浓度	离岸距离
2		睛斑鹞鲼		Aetobatus ocellatus	鲼目	10	2.5	L	0.789	4	0.939	水深	离岸距离	平均海表温度
3		纳鲁鹞鲼		Aetobatus narutobiei	鲼目	5	4	LQ	0.952	8	0.995	离岸距离	水深	表层磷酸盐浓度
4		花点无刺鲼		Aetomylaeus maculatus	鲼目	7	3.5	LQ	0.667	2	0.887	水深	表层磷酸盐浓度	平均海表温度
5		圆颌北梭鱼		Albula glossodonta	北梭鱼目	9	3.5	LQ	0.862	4	0.992	离岸距离	水深	表层硅酸盐浓度
6		浅海长尾鲨		Alopias pelagicus	鼠鲨目	33	2	L	0.911	7	0.925	离岸距离	表层磷酸盐浓度	pH值
7		大眼长尾鲨		Alopias superciliosus	鼠鲨目	8	3.5	LQ	0.693	3	0.857	水深	pH值	表层硝酸盐浓度
8		狐形长尾鲨		Alopias vulpinus	鼠鲨目	29	1.5	LQ	0.828	9	0.947	水深	离岸距离	pH值
9		日本鳗鲡		Anguilla japonica	鳗鲡目	202	2.5	LQHPT	0.973	53	0.96	水深	平均初级生产力	平均海表温度
10		花鳗鲡		Anguilla marmorata	鳗鲡目	45	0.5	LQ	0.953	13	0.963	离岸距离	平均初级生产力	表层硅酸盐浓度
11		日本白姑鱼		Argyrosomus japonicus	鲈形目	59	2.5	LQHPT	0.841	24	0.989	平均初级生产力	平均海表温度	水深
12		驼峰大鹦嘴鱼		Bolbometopon muricatum	鲈形目	47	0.5	LQ	0.72	12	0.968	离岸距离	平均海表温度	水深
13		白边真鲨		Carcharhinus albimarginatus	真鲨目	17	0.5	L	0.755	6	0.928	水深	离岸距离	平均海表温度
14		直齿真鲨		Carcharhinus brevipinna	真鲨目	11	2.5	L	0.908	3	0.959	水深	离岸距离	pH值
15		乌翅真鲨		Carcharhinus melanopterus	真鲨目	41	3.5	LQ	0.908	6	0.95	离岸距离	水深	平均海表温度
16		锥齿鲨		Carcharias taurus	鼠鲨目	23	0.5	L	0.643	8	0.967	水深	离岸距离	pH值
17		噬人鲨		Carcharodon carcharias	鼠鲨目	14	2.5	LQ	0.341	5	0.995	离岸距离	平均海表盐度	平均海表温度
18		网纹绒毛鲨		Cephaloscyllium fasciatum	真鲨目	5	2	LQHP	0.793	17	0.98	水深	表层硝酸盐浓度	离岸距离
19		波纹唇鱼		Cheilinus undulatus	鲈形目	65	0.5	L	0.824	8	0.91	水深	平均海表温度	离岸距离
20		印度斑竹鲨		Chiloscyllium indicum	须鲨目	6	3.5	L	0.599	2	0.97	离岸距离	水深	平均海表温度
21		黑线银鲛		Chimaera phantasma	银鲛目	39	1	L	0.922	9	0.916	水深	pH值	表层硅酸盐浓度
22		凤鲚		Coilia mystus	鲱形目	407	1	LQHPT	0.994	82	0.972	平均海表温度	表层硝酸盐浓度	表层磷酸盐浓度
23		刀鲚		Coilia nasus	鲱形目	17	1.5	L	0.865	6	0.96	平均海表温度	离岸距离	表层硝酸盐浓度
24		赤点石斑鱼		Epinephelus akaara	鲈形目	33	0.5	L	0.94	10	0.988	离岸距离	水深	平均海表盐度
25		褐带石斑鱼		Epinephelus bruneus	鲈形目	24	1	L	0.867	8	0.985	离岸距离	平均初级生产力	表层硅酸盐浓度
26		棕点石斑鱼		Epinephelus fuscoguttatus	鲈形目	44	3	LQ	0.917	6	0.934	离岸距离	平均海表温度	水深
27		清水石斑鱼		Epinephelus polyphekadion	鲈形目	32	0.5	L	0.91	8	0.981	水深	表层磷酸盐浓度	pH值
28		布氏真双髻鲨		Eusphyra blochii	真鲨目	6	1.5	LQ	0.707	3	0.973	水深	平均海表温度	表层磷酸盐浓度
29		二长棘犁齿鲷		Evynnis cardinalis	鲈形目	151	0.5	LQ	0.942	12	0.973	水深	平均初级生产力	平均海表盐度
30		日本燕魟		Gymnura japonica	鲼目	14	0.5	L	0.83	7	0.995	平均初级生产力	离岸距离	表层硅酸盐浓度
序号			物种	拉丁学名	目	痕迹点数/个	RM	FC	Boyce指数	非零系数个数	训练AUC	最大贡献变量（从高到低）
31			花尾燕魟	Gymnura poecilura	鲼目	5	2	L	0.439	2	0.981	离岸距离	表层磷酸盐浓度	水深
32			条尾鸢魟	Gymnura zonura	鲼目	11	4	LQ	0.9	3	0.954	离岸距离	水深	pH值
33			梅花鲨	Halaelurus buergeri	真鲨目	21	3	L	0.909	6	0.923	水深	pH值	表层硅酸盐浓度
34			日本半皱唇鲨	Hemitriakis japanica	真鲨目	18	1.5	L	0.929	6	0.991	离岸距离	平均海表盐度	pH值
35			黄魟	Hemitrygon bennettii	鲼目	26	1	L	0.934	7	0.929	水深	平均初级生产力	离岸距离
36			光魟	Hemitrygon laevigata	鲼目	51	1	LQ	0.88	10	0.992	离岸距离	表层磷酸盐浓度	平均初级生产力
37			奈氏魟	Hemitrygon navarrae	鲼目	44	0.5	L	0.944	9	0.996	表层磷酸盐浓度	离岸距离	pH值
38			中国魟	Hemitrygon sinensis	鲼目	47	0.5	L	0.89	9	0.994	表层磷酸盐浓度	离岸距离	水深
39			花点窄尾魟	Himantura uarnak	鲼目	10	1.5	L	0.842	4	0.962	离岸距离	水深	平均海表温度
40			巴氏海马	Hippocampus bargibanti	刺鱼目	84	3	LQHPT	0.96	29	0.984	离岸距离	表层硝酸盐浓度	表层磷酸盐浓度
41			冠海马	Hippocampus coronatus	刺鱼目	12	3	L	0.9	5	0.986	离岸距离	水深	平均海表温度
42			刺海马	Hippocampus histrix	刺鱼目	92	4	LQHPT	0.961	32	0.961	离岸距离	表层硅酸盐浓度	平均海表盐度
43			大海马	Hippocampus kelloggi	刺鱼目	41	1.5	L	0.853	9	0.972	离岸距离	水深	平均海表盐度
44			库达海马	Hippocampus kuda	刺鱼目	114	4	LQH	0.986	22	0.947	离岸距离	平均海表温度	水深
45			日本海马	Hippocampus mohnikei	刺鱼目	84	1	LQ	0.966	13	0.979	平均海表温度	离岸距离	水深
46			棘海马	Hippocampus spinosissimus	刺鱼目	90	0.5	LQ	0.861	14	0.968	离岸距离	水深	平均海表温度
47			三斑海马	Hippocampus trimaculatus	刺鱼目	120	0.5	LQ	0.961	15	0.945	离岸距离	水深	平均初级生产力
48			尖吻鲭鲨	Isurus oxyrinchus	鼠鲨目	7	2	LQ	0.803	2	0.879	水深	pH值	平均海表盐度
49			大黄鱼	Larimichthys crocea	鲈形目	58	0.5	LQ	0.883	14	0.959	水深	平均初级生产力	表层磷酸盐浓度
50			阿氏前口蝠鲼	Mobula alfredi	鲼目	20	0.5	L	0.642	8	0.987	水深	平均海表温度	表层磷酸盐浓度
51			印度蝠鲼	Mobula thurstoni	鲼目	5	3.5	L	0.147	3	0.971	离岸距离	平均海表温度	水深
52			埃氏前口蝠鲼	Mobula birostris	鲼目	14	1.5	LQ	0.929	4	0.983	水深	表层硅酸盐浓度	平均海表温度
53			翻车鲀	Mola mola	鲀形目	8	2.5	L	0.645	5	0.978	离岸距离	水深	表层硅酸盐浓度
54			灰星鲨	Mustelus griseus	真鲨目	25	0.5	L	0.927	8	0.991	离岸距离	平均海表盐度	水深
55			白斑星鲨	Mustelus manazo	真鲨目	29	2	L	0.712	7	0.894	水深	平均海表温度	pH值
56			杨氏深海电鳐	Myliobatis tobijei	鲼目	9	3.5	L	0.22	6	0.995	离岸距离	平均海表盐度	水深
57			短唇双鳍电鲼	Narcine brevilabiata	电鳐目	5	3.5	L	0.212	2	0.868	水深	表层磷酸盐浓度	平均海表温度
58			舌形双鳍电鲼	Narcine lingula	电鳐目	5	3.5	L	0.662	2	0.965	水深	离岸距离	表层磷酸盐浓度
59			日本单鳍电鳐	Narke japonica	电鳐目	92	2	LQHPT	0.991	25	0.989	平均初级生产力	离岸距离	平均海表温度
60			金线鱼	Nemipterus virgatus	鲈形目	280	3.5	LQHPT	0.979	36	0.961	平均海表温度	水深	表层硅酸盐浓度
61			尖棘瓮鳐	Okamejei acutispina	鲼目	19	1	L	0.646	7	0.984	水深	平均海表盐度	平均海表流速
62			斑瓮鳐	Okamejei kenojei	鲼目	27	2	LQ	0.875	10	0.961	水深	平均海表温度	离岸距离
序号	物种			拉丁学名	目	痕迹点数/个	RM	FC	Boyce指数	非零系数个数	训练AUC	最大贡献变量（从高到低）
63	麦氏瓮鳐			Okamejei meerdervoortii	鲼目	5	3.5	LQHP	0.6	7	0.981	水深	pH值	表层硅酸盐浓度
64	鲍氏瓮鳐			Okamejei boesemani	鳐目	9	4	L	0.577	2	0.869	离岸距离	水深	表层硅酸盐浓度
65	何氏瓮鳐			Okamejei hollandi	鳐目	23	0.5	L	0.847	8	0.963	水深	表层硅酸盐浓度	离岸距离
66	尖吻鲀			Oxymonacanthus longirostris	鲀形目	31	0.5	L	0.754	8	0.93	离岸距离	平均海表温度	表层硅酸盐浓度
67	中国团扇鳐			Platyrhina sinensis	鳐目	173	0.5	LQ	0.869	15	0.968	水深	平均初级生产力	表层磷酸盐浓度
68	蓝点鳃棘鲈			Plectropomus areolatus	鲈形目	21	1.5	LQ	0.833	5	0.939	水深	表层硅酸盐浓度	离岸距离
69	哈氏原鲨			Proscyllium habereri	真鲨目	13	1.5	L	0.82	6	0.984	离岸距离	水深	pH值
70	圆犁头鳐			Rhina ancylostoma	鳐目	18	1	L	0.627	6	0.955	水深	离岸距离	pH值
71	鲸鲨			Rhincodon typus	须鲨目	124	0.5	LQ	0.962	13	0.907	离岸距离	水深	平均海表温度
72	许氏犁头鳐			Rhinobatos schlegelii	鳐目	12	1	L	0.525	5	0.997	离岸距离	平均海表盐度	水深
73	斑纹犁头鳐			Rhinobatos hynnicephalus	鳐目	47	0.5	LQ	0.954	13	0.995	离岸距离	平均初级生产力	pH值
74	爪哇牛鼻鲼			Rhinoptera javanica	鲼目	5	1.5	L	0.506	3	0.988	离岸距离	水深	平均海表盐度
75	尖吻斜锯牙鲨			Rhizoprionodon acutus	真鲨目	15	1	L	0.947	7	0.978	离岸距离	水深	平均海表温度
76	密沟圆鲀			Sphoeroides pachygaster	鲀形目	34	0.5	LQ	0.764	15	0.97	水深	平均海表盐度	离岸距离
77	无沟双髻鲨			Sphyrna mokarran	真鲨目	6	2.5	L	0.925	3	0.895	水深	离岸距离	表层硅酸盐浓度
78	锤头双髻鲨			Sphyrna zygaena	真鲨目	41	0.5	LQ	0.796	15	0.979	平均海表温度	表层硝酸盐浓度	水深
79	短吻角鲨			Squalus brevirostris	角鲨目	8	4	LQ	0.718	2	0.95	平均海表盐度	水深	平均海表温度
80	日本角鲨			Squalus japonicus	角鲨目	17	2.5	L	0.879	5	0.967	水深	平均海表盐度	表层磷酸盐浓度
81	长吻角鲨			Squalus mitsukurii	角鲨目	11	1.5	L	0.848	5	0.975	水深	平均海表盐度	离岸距离
82	台湾扁鲨			Squatina formosa	扁鲨目	19	0.5	L	0.9	8	0.987	水深	pH值	表层硅酸盐浓度
83	日本扁鲨			Squatina japonica	扁鲨目	52	1	LQ	0.9	10	0.973	平均海表温度	表层硝酸盐浓度	水深
84	星云扁鲨			Squatina nebulosa	扁鲨目	26	0.5	LQ	0.781	10	0.976	水深	pH值	平均海表流速
85	迈氏条尾魟			Taeniurops meyeni	鲼目	33	2	LQ	0.839	9	0.925	水深	离岸距离	平均海表温度
86	大眼金枪鱼			Thunnus obesus	鲈形目	18	3	LQ	0.856	6	0.919	水深	离岸距离	pH值
87	灰三齿鲨			Triaenodon obesus	真鲨目	50	2	L	0.937	7	0.969	离岸距离	水深	平均海表温度
88	褐黄扁魟			Urolophus aurantiacus	鲼目	28	1.5	L	0.899	7	0.971	离岸距离	水深	pH值

附录1

参考文献 147

[1]	蔡研聪, 陈作志, 徐姗楠, 等, 2017. 北部湾二长棘犁齿鲷的时空分布特征[J]. 南方水产科学, 13(4): 1-10.
	CAI YANCONG, CHEN ZUOZHI, XU SHANNAN, et al, 2017. Tempo-spatial distribution of Evynnis cardinalis in Beibu Gulf[J]. South China Fisheries Science, 13(4): 1-10. (in Chinese with English abstract)
[2]	晁眉, 黄良敏, 李军, 等, 2016. 福建九龙江口凤鲚的生物学特征[J]. 集美大学学报(自然科学版), 21(1): 16-20.
	CHAO MEI, HUANG LIANGMIN, LI JUN, et al, 2016. Biological characteristics of Coilia mystus in Jiulong River estuary in Fujian Province[J]. Journal of Jimei University (Natural Science), 21(1): 16-20. (in Chinese with English abstract)
[3]	陈定标, 2017. 浙江沿海鱼类DNA条形码及其在鱼卵仔鱼鉴定中的应用[D]. 舟山: 浙江海洋大学.
	CHEN DINGBIAO, 2017. The application of fish DNA baroding in species identifcation of fish larvae and eggs in Zhejiang coast[D]. Zhoushan: Zhejiang Ocean University. (in Chinese with English abstract)
[4]	陈国宝, 李永振, 陈新军, 等, 2006. 南海重要珊瑚礁过渡性水域软骨鱼类的组成与分布[J]. 上海水产大学学报, 15(4): 461-467.
	CHEN GUOBAO, LI YONGZHEN, CHEN XINJUN, et al, 2006. Composition and distribution of Cartilaginous fishes in the adjacent waters area of main Islands and reefs of South China Sea[J]. Journal of Shanghai Fisheries University, 15(4): 461-467. (in Chinese with English abstract)
[5]	陈航通, 姚锦仙, 卜思涵, 等, 2020. 基于我国受威胁海洋鱼类分布与捕捞压力的保护空缺分析[J]. 北京大学学报(自然科学版), 56(5): 917-930.
	CHEN HANGTONG, YAO JINXIAN, BU SIHAN, et al, 2020. GAP analysis based on the distribution and fishing pressure of threatened marine fishes in China[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 56(5): 917-930. (in Chinese with English abstract)
[6]	陈省平, 丁少雄, 陈嘉慧, 2012. 赤点石斑鱼群体遗传结构的微卫星分析[J]. 中山大学学报(自然科学版), 51(3): 83-89.
	CHEN SHENGPING, DING SHAOXIONG, CHEN JIAHUI, 2012. Genetic diversity of the red spotted grouper in China population using simple sequence repeat markers[J]. Acta Scientiarum Naturalium Universitatis Sunyatseni, 51(3): 83-89. (in Chinese with English abstract)
[7]	陈永俊, 2014. 台湾海峡鱼类物种多样性及生态区系的研究[D]. 厦门: 国家海洋局第三海洋研究所.
	CHEN YONGJUN, 2014. Studies of fish species diversity and ecological fauna in Taiwan Strait[D]. Xiamen: Third Institute of Oceanography, State Oceanic Administration. (in Chinese with English abstract)
[8]	董颖, 韩洁, 蔡厚才, 2008. 对赤点石斑鱼多态性微卫星位点的跨种扩增和特征分析[J]. 北京师范大学学报(自然科学版), 44(5): 511-514.
	DONG YING, HAN JIE, CAI HOUCAI, 2008. Cross-species amplification and characterization of polymorphic microsatellite loci in Hong Kong grouper, Epinephelus akaara[J]. Journal of Beijing Normal University (Natural Science), 44(5): 511-514. (in Chinese with English abstract)
[9]	杜昊, 2009. 文登市松江鲈鱼自然保护区调查[D]. 北京: 中国农业科学院.
	DU HAO, 2009. Resource surveys of Trachidermus fasciatus in Wendeng natural reserve[D]. Beijing: Chinese Academy of Agricultural Sciences. (in Chinese with English abstract)
[10]	杜建国, 陈彬, 卢振彬, 等, 2010. 泉州湾海域鱼类多样性及营养级变化[J]. 生物多样性, 18(4): 420-427. doi: 10.3724/SP.J.1003.2010.420
	DU JIANGUO, CHEN BIN, LU ZHENBIN, et al, 2010. Changes of fish diversity and trophic levels in Quanzhou Bay[J]. Biodiversity Science, 18(4): 420-427. (in Chinese with English abstract) doi: 10.3724/SP.J.1003.2010.420
[11]	付秀兰, 谢斐昂, LUSANA J, 等, 2018. 基于线粒体D-loop DNA序列的瓯江口鳗鲡幼苗遗传鉴定[J]. 浙江海洋大学学报(自然科学版), 37(6): 489-493.
	FU XIULAN, XIE FEIANG, LUSANA J, et al, 2018. Genetic identification of eel larvae from the Oujiang River Estuary based on mitochondrial D-loop DNA sequences[J]. Journal of Zhejiang Ocean University (Natural Science), 37(6): 489-493. (in Chinese with English abstract)
[12]	管伟, 徐兆礼, 严太亮, 2017. 福建中部近海鱼类生态类群的季节变化[J]. 水产学报, 41(4): 535-546.
	GUAN WEI, XU ZHAOLI, YAN TAILIANG,, 2017. Seasonal variation of ecological groups of fish in the coastal waters of central Fujian Province[J]. Journal of Fisheries of China, 41(4): 535-546. (in Chinese with English abstract)
[13]	国家林业和草原局 (2021-02-05)[2021-07-23]. 国家重点保护野生动物名录[EB/OL]. http://www.forestry.gov.cn/main /5461/20210205/122418860831352.html. in Chinese)
[14]	韩旭东, 章守宇, 汪振华, 等, 2019. 马鞍列岛及其东部海域鱼类群落格局与环境因子之间的关系[J]. 水产学报, 43(6): 1483-1497.
	HAN XUDONG, ZHANG SHOUYU, WANG ZHENHUA, et al, 2019. Fish community structure and its relationship with environmental factors in the Ma’an Archipelago and its eastern waters[J]. Journal of Fisheries of China, 43(6): 1483-1497. (in Chinese with English abstract)
[15]	何思璇, 何斌源, 2019. 防城河口湾鱼类群落结构及其与环境因子关系研究[J]. 热带海洋学报, 38(5): 86-97. doi: 10.11978/2019001
	HE SIXUAN, HE BINYUAN, 2019. Study on fish community structure and its relationship with environmental factors in Fangchenghe Estuary of Guangxi, China[J]. Journal of Tropical Oceanography, 38(5): 86-97. (in Chinese with English abstract) doi: 10.11978/2019001
[16]	何贤保, 章飞军, 林利, 等, 2013. 南麂列岛岛礁区域鱼类种类组成和数量分布[J]. 海洋与湖沼, 44(2): 453-460.
	HE XIANBAO, ZHANG FEIJUN, LIN LI, et al, 2013. Species composition and quantitative distribution of fishes in island-reef water of Nanji islands[J]. Oceanologia et Limnologia Sinica, 44(2): 453-460. (in Chinese with English abstract)
[17]	何雄波, 2016. 南海光诱围网、光诱罩网渔获结构差异及对渔业资源的影响[D]. 湛江: 广东海洋大学.
	HE XIONGBO, 2016. The differences of catch composition and effects on the fishery resource of light purse seine and light falling net in the South China Sea[D]. Zhanjiang: Guangdong Ocean University. (in Chinese with English abstract)
[18]	胡静, 2012. 基于线粒体DNA序列和微卫星标记分析波纹唇鱼不同地理群体的遗传多样性及遗传分化[D]. 海口: 海南大学.
	HU JING, 2012. Genetic diversity and divergence of the Cheilinus undulatus of different geographic populations revealed by microsatellite and mitochondrial DNA analysis[D]. Haikou: Hainan University. (in Chinese with English abstract)
[19]	胡静, 侯新远, 尹绍武, 等, 2013. 波纹唇鱼(Cheilinus undulatus)不同地理种群遗传多样性的微卫星分析[J]. 海洋科学进展, 31(4): 538-545.
	HU JING, HOU XINYUAN, YIN SHAOWU, et al, 2013. Genetic diversity of different geographical populations of Cheilinus undulatus revealed by microsatellite analysis[J]. Advances in Marine Science, 31(4): 538-545. (in Chinese with English abstract)
[20]	胡静, 侯新远, 尹绍武, 等, 2014. 基于mtDNA COⅠ和Cytb基因序列对南中国海不同海域波纹唇鱼群体遗传多样性的研究[J]. 水生生物学报, 38(6):
	1008-1016. HU JING, HOU XINYUAN, YIN SHAOWU, et al, 2014. Genetic diversity and divergence of Cheilinus undulatus of different geographic populations of the South China Sea revealed by COⅠ and Cytb gene analyses[J]. Acta Hydrobiologica Sinica, 38(6): 1008-1016. (in Chinese with English abstract)
[21]	胡丽娟, 宋超, 耿智, 等, 2021. 长江口凤鲚仔稚鱼主要繁殖季节的时空分布特征[J]. 中国水产科学, 28(9): 1152-1161.
	HU LIJUAN, SONG CHAO, GENG ZHI, et al, 2021. Temporal and spatial distribution of Coilia mystus larvae and juveniles in the Yangtze Estuary during primary breeding season[J]. Journal of Fishery Sciences of China, 28(9): 1152-1161. (in Chinese with English abstract)
[22]	黄良敏, 2011. 闽江口和九龙江口及其邻近海域渔业资源现状与鱼类多样性[D]. 青岛: 中国海洋大学.
	HUANG LIANGMIN, 2011. Study on fishery resources and fish diversity in Minjiang River Estuary and Jiulong River Estuary and their adjacent waters[D]. Qingdao: Ocean University of China. (in Chinese with English abstract)
[23]	姜涛, 杨健, 刘洪波, 等, 2011. 刀鲚、凤鲚和湖鲚矢耳石的形态学比较研究[J]. 海洋科学, 35(3): 23-31.
	JIANG TAO, YANG JIAN, LIU HONGBO, et al, 2011. A comparative study of the morphology of sagittal otolith in Coilia nasus, Coilia mystus and Coilia nasus taihuensis[J]. Marine Sciences, 35(3): 23-31. (in Chinese with English abstract)
[24]	蒋新花, 2010. 福建沿岸海域软骨鱼类资源及其系统进化研究[D]. 厦门: 集美大学.
	JIANG XINHUA, 2010. Study on the resources and plylogenetic evolution of cartilagious fishes in Fujian coastal waters[D]. Xiamen: JiMei University. (in Chinese with English abstract)
[25]	李聪, 2019. 罗源湾春季和秋季游泳动物多样性分析[J]. 浙江海洋大学学报(自然科学版), 38(1): 60-67.
	LI CONG, 2019. Biodiversity of nekton in Luoyuan Bay in spring and autumn[J]. Journal of Zhejiang Ocean University (Natural Science), 38(1): 60-67. (in Chinese with English abstract)
[26]	李建生, 李圣法, 丁峰元, 等, 2007. 长江口近海鱼类多样性的年际变化[J]. 中国水产科学, 14(4): 637-643.
	LI JIANSHENG, LI SHENGFA, DING FENGYUAN, et al, 2007. Analysis on annual change of fish diversity in Yangtze estuary offshore water area[J]. Journal of Fishery Sciences of China, 14(4): 637-643. (in Chinese with English abstract)
[27]	李灵智, 王磊, 黄洪亮, 等, 2009. 夏季黄海南部沿海表层流刺网渔获物组成分析[J]. 海洋科学, 33(3): 36-40.
	LI LINGZHI, WANG LEI, HUANG HONGLIANG, et al, 2009. Study on the component of gill-net catches around the south region of the Yellow Sea in summer[J]. Marine Sciences, 33(3): 36-40. (in Chinese with English abstract)
[28]	李灵智, 黄洪亮, 王磊, 等, 2010. 东黄海区银鲳流刺网网目尺寸选择性研究[J]. 海洋渔业, 32(1): 89-94.
	LI LINGZHI, HUANG HONGLIANG, WANG LEI, et al, 2010. The mesh size selectivity research of silvery pomfret gillnet in Yellow and East China Sea[J]. Marine Fisheries, 32(1): 89-94. (in Chinese with English abstract)
[29]	李忠义, 林群, 戴芳群, 等, 2009. 主成分分析对黄海6种主要饵料鱼类的质量分析评价[J]. 渔业科学进展, 30(5): 64-68.
	LI ZHONGYI, LIN QUN, DAI FANGQUN, et al, 2009. Food quality analysis of some forage fish in Yellow Sea with principal component method[J]. Progress in Fishery Sciences, 30(5): 64-68. (in Chinese with English abstract)
[30]	梁海, 2019. 洞头外侧海域鱼类群落结构及物种多样性研究[D]. 舟山: 浙江海洋大学.
	LIANG HAI, 2019. Study on community structure and species diversity of fish in Dongtou outside sea area[D]. Zhoushan: Zhejiang Ocean University. (in Chinese with English abstract)
[31]	林楠, 2019. 长江口水域仔稚鱼垂直分布研究[J]. 浙江海洋大学学报(自然科学版), 38(6): 502-508.
	LIN NAN, 2019. The vertical distribution of fish larvae and juveniles in the Changjiang River Estuarine[J]. Journal of Zhejiang Ocean University (Natural Science), 38(6): 502-508. (in Chinese with English abstract)
[32]	刘炳舰, 2017. 小黄鱼和日本鳗鲡群体遗传结构及本地适应性研究[D]. 青岛: 中国科学院大学(中国科学院海洋研究所).
	LIU BINGJIAN, 2017. Population genetic structure and local adaptation of the small yellow croaker (Larimichthys polyactis) and Japanese eel (Anguilla japonica)[D]. Qingdao: Institute of Oceanology, Chinese Academy of Sciences. (in Chinese with English abstract)
[33]	刘守海, 徐兆礼, 田丰歌, 2012. 长江口及附近水域凤鲚摄食习性的分析[J]. 上海海洋大学学报, 21(4): 589-597.
	LIU SHOUHAI, XU ZHAOLI, TIAN FENGGE, 2012. Study on feeding habit of Coilia mystus in Yangtze River Estuary[J]. Journal of Shanghai Ocean University, 21(4): 589-597. (in Chinese with English abstract)
[34]	刘勇, 2014. 2009年夏季罗源湾鱼卵仔鱼物种多样性分析[J]. 海洋科学, 38(2): 80-85.
	LIU YONG, 2014. Species diversity analysis of ichthyoplankton in Luoyuan Bay in summer of 2009[J]. Marine Sciences, 38(2): 80-85. (in Chinese with English abstract)
[35]	刘勇, 徐春燕, 沈长春, 等, 2015. 九龙江口春、秋季游泳动物的群落结构特征[J]. 福建水产, 37(3): 194-201.
	LIU YONG, XU CHUNYAN, SHEN CHANGCHUN, et al, 2015. Characteristic of nekton community structure in spring and autumn in Jiulongjiang Estuary[J]. Journal of Fujian Fisheries, 37(3): 194-201. (in Chinese with English abstract)
[36]	卢振彬, 杜建国, 2008. 台湾海峡南部金线鱼的生长与死亡特性[J]. 热带海洋学报, 27(5): 73-77.
	LU ZHENBIN, DU JIANGUO, 2008. Growth and mortality character of Nemipterus virgatus in southern Taiwan Strait[J]. Journal of Tropical Oceanography, 27(5): 73-77. (in Chinese with English abstract)
[37]	罗绮琪, 胡慧建, 徐正春, 等, 2021. 基于Maxent模型的粤港澳大湾区水鸟多样性热点研究[J]. 生态学报, 41(19): 7589-7598.
	LUO QIQI, HU HUIJIAN, XU ZHENGCHUN, et al, 2021. Hotspots of the waterbirds diversity in Guangdong-Hong Kong-Macao Greater Bay Area based on Maxent model[J]. Acta Ecologica Sinica, 41(19): 7589-7598. (in Chinese with English abstract)
[38]	彭露, 江艳娥, 徐姗楠, 等, 2018. 南海北部陆架区金线鱼矢耳石形态及其与体长、体质量关系[J]. 南方水产科学, 14(6): 27-33.
	PENG LU, JIANG YANE, XU SHANNAN, et al, 2018. Otolith morphology of Nemipterus virgatus and its relation to body length and mass in continental shelf of northern South China Sea[J]. South China Fisheries Science, 14(6): 27-33. (in Chinese with English abstract)
[39]	曲方圆, 李淑芸, 赵林林, 等, 2021. 黄海生态区保护空缺分析[J]. 生物多样性, 29(3): 385-393.
	QU FANGYUAN, LI SHUYUN, ZHAO LINLIN, et al, 2021. Conservation gap analysis for the Yellow Sea Ecoregion[J]. Biodiversity Science, 29(3): 385-393. (in Chinese with English abstract) doi: 10.17520/biods.2020443
[40]	沈长春, 2011. 福建三沙湾鱼类群落组成特征及其多样性[J]. 海洋渔业, 33(3): 258-264.
	SHEN CHANGCHUN, 2011. Fish community composition and diversity in Sansha Bay of Fujian[J]. Marine Fisheries, 33(3): 258-264. (in Chinese with English abstract)
[41]	沈忱, 2019. 闽江口游泳动物营养结构的探究[D]. 厦门: 集美大学.
	SHEN CHEN, 2019. A study on trophic structure of nektonic organisms in the Min Estuary[D]. Xiamen: JiMei University. (in Chinese with English abstract)
[42]	沈新强, 史赟荣, 晁敏, 等, 2011. 夏、秋季长江口鱼类群落结构[J]. 水产学报, 35(5): 700-710.
	SHEN XINQIANG, SHI YUNRONG, CHAO MIN, et al, 2011. Fish community structure of the Yangtze River Estuary in summer and autumn[J]. Journal of Fisheries of China, 35(5): 700-710. (in Chinese with English abstract)
[43]	石焱, 2018. 基于碳氮稳定同位素的闽江口常见鱼类营养生态位季节性变化[D]. 厦门: 集美大学.
	SHI YAN, 2018. Seasonal variation in trophic niche of common fish in the Min Estuary based on stable isotope[D]. Xiamen: JiMei University. (in Chinese with English abstract)
[44]	帅方敏, 李智泉, 刘国文, 等, 2015. 珠江口日本鳗鲡种苗资源状况研究[J]. 南方水产科学, 11(2): 85-89.
	SHUAI FANGMIN, LI ZHIQUAN, LIU GUOWEN, et al, 2015. Resource status of Japanese eel (Anguilla japonica) in the Pearl River Estuary[J]. South China Fisheries Science, 11(2): 85-89. (in Chinese with English abstract)
[45]	宋超, 赵峰, 杨琴, 等, 2018. 长江口北支凤鲚深水张网渔获种类组成及其危害性分析[J]. 海洋渔业, 40(6): 670-678.
	SONG CHAO, ZHAO FENG, YANG QIN, et al, 2018. On species composition and damage of deepwater stow-net catches of Coilia mystus in the north branch of the Yangtze Estuary[J]. Marine Fisheries, 40(6): 670-678. (in Chinese with English abstract)
[46]	宋普庆, 许章程, 朱小明, 等, 2009. 大嵛山附近海域游泳动物种类组成和资源现状及其变化分析[J]. 台湾海峡, 28(2): 244-253.
	SONG PUQING, XU ZHANGCHENG, ZHU XIAOMING, et al, 2009. Fauna composition of necton and fishery resources in waters near Dayushan Island[J]. Journal of Oceanography in Taiwan Strait, 28(2): 244-253. (in Chinese with English abstract)
[47]	宋秀凯, 刘爱英, 杨艳艳, 等, 2010. 莱州湾鱼卵、仔稚鱼数量分布及其与环境因子相关关系研究[J]. 海洋与湖沼, 41(3): 378-385.
	SONG XIUKAI, LIU AIYING, YANG YANYAN, et al, 2010. Distributing of ichthyoplankton and the correlation with environmental factors in Laizhou Bay[J]. Oceanologia et Limnologia Sinica, 41(3): 378-385. (in Chinese with English abstract)
[48]	苏巍, 2014. 海州湾海域鱼类群落多样性及其与环境因子的关系[D]. 青岛: 中国海洋大学.
	SU WEI, 2014. Fish community diversity in Haizhou Bay and its relationship with environmental factors[D]. Qingdao: Ocean University of China. (in Chinese with English abstract)
[49]	苏杨, 鲍恋君, 曾永平, 2018. 香港周边海域野生鱼体内DDTs和PCBs的含量分布和食用风险评估[J]. 环境科学, 39(4): 1861-1871.
	SU YANG, BAO LIANJUN, ZENG YONGPING, 2018. Spatial distribution of DDTs and PCBs in wild fish from Hong Kong coastal areas and potential human health risk assessment[J]. Environmental Science, 39(4): 1861-1871. (in Chinese with English abstract) doi: 10.1021/es0493650
[50]	孙典荣, 邱永松, 林昭进, 等, 2006. 中沙群岛春季珊瑚礁鱼类资源组成的初步研究[J]. 海洋湖沼通报, 28(3): 85-92.
	SUN DIANRONG, QIU YONGSONG, LIN ZHAOJIN, et al, 2006. Preliminary studies on the composition of coral reef fish resources in the waters of Zhougsha Island in spring[J]. Transactions of Oceanology and Limnology, 28(3): 85-92. (in Chinese with English abstract)
[51]	孙典荣, 李渊, 林昭进, 等, 2011. 海南岛近岸海域鱼类群落结构研究[J]. 中国海洋大学学报, 41(4): 33-38.
	SUN DIANRONG, LI YUAN, LIN ZHAOJIN, et al, 2011. Community structure of fish in the coastal waters of Hainan Island[J]. Periodical of Ocean University of China, 41(4): 33-38. (in Chinese with English abstract)
[52]	王陈, 王姝曼, 郑基, 2014. 浙江苍南近海海域鱼类种类组成和数量分布研究[J]. 浙江海洋学院学报(自然科学版), 33(4): 322-331.
	WANG CHEN, WANG SHUMAN, ZHENG JI, 2014. Species composition and quantitative distribution of fish in Cangnan area and nearby waters[J]. Journal of Zhejiang Ocean University (Natural Science), 33(4): 322-331. (in Chinese with English abstract)
[53]	王迪, 林昭进, 2006. 珠江口鱼类群落结构的时空变化[J]. 南方水产, 2(4): 37-45.
	WANG DI, LIN ZHAOJIN, 2006. Spatial and temporal variations of fish community structure in the Pearl River Estuary waters[J]. South China Fisheries Science, 2(4): 37-45. (in Chinese with English abstract)
[54]	王雪辉, 邱永松, 杜飞雁, 2004. 南海北部金线鱼生长、死亡和最适开捕体长研究[J]. 中国海洋大学学报, 34(2): 224-230.
	WANG XUEHUI, QIU YONGSONG, DU FEIYAN, 2004. Study on the growth, mortality and optimum catchable size of Nemipterus Virgatus in the Northern South China Sea[J]. Periodical of Ocean University of China, 34(2): 224-230. (in Chinese with English abstract)
[55]	王迎宾, 虞聪达, 俞存根, 等, 2010. 浙江南部外海底层渔业资源量与可捕量的评估[J]. 集美大学学报(自然科学版), 15(2): 88-92.
	WANG YINGBIN, YU CONGDA, YU CUNGEN, et al, 2010. Estimates of abundance and allowable catch of demersal fisheries resources in the offshore water of south Zhejiang[J]. Journal of Jimei University (Natural Science), 15(2): 88-92. (in Chinese with English abstract)
[56]	魏永杰, 王晓波, 张海波, 等, 2012. 2004-2010年夏季杭州湾鱼类浮游生物种类组成与数量分布[J]. 台湾海峡, 31(4): 501-508.
	WEI YONGJIE, WANG XIAOBO, ZHANG HAIBO, et al, 2012. Ichthyoplankton species composition and distribution in Hangzhou Bay in summer during 2004-2010[J]. Journal of Oceanography in Taiwan Strait, 31(4): 501-508. (in Chinese with English abstract)
[57]	沃佳, 牟秀霞, 徐宾铎, 等, 2018. 江苏近海北部海域春季鱼类群落结构的年间变化[J]. 应用生态学报, 29(1): 285-292. doi: 10.13287/j.1001-9332.201801.038
	WO JIA, MOU XIUXIA, XU BINDUO, et al, 2018. Interannual changes in fish community structure in the northern part of the coastal waters of Jiangsu Province, China in spring[J]. Chinese Journal of Applied Ecology, 29(1): 285-292. (in Chinese with English abstract)
[58]	吴仁协, 肖瑶, 牛素芳, 等, 2019. 基于SLAF-seq技术的黑棘鲷微卫星标记开发及其在鲷科鱼类中的通用性研究[J]. 海洋与湖沼, 50(2): 365-377.
	WU RENXIE, XIAO YAO, NIU SUFANG, et al, 2019. Development of microsatellite markers for Acanthopagrus schlegelii based on SLAF-seq technology and generality in the family Sparidae[J]. Oceanologia et Limnologia Sinica, 50(2): 365-377. (in Chinese with English abstract)
[59]	徐兆礼, 沈盎绿, 2011. 兴化湾海域鱼类多样性的时空变化[J]. 中国水产科学, 18(2): 416-426.
	XU ZHAOLI, SHEN ANGLV, 2011. Spatial and temporal distribution on fish diversity in the Xinghua Bay[J]. Journal of Fishery Sciences of China, 18(2): 416-426. (in Chinese with English abstract) doi: 10.3724/SP.J.1118.2011.00416
[60]	杨琴, 2019. 长江口及邻近海域凤鲚个体形态、耳石形态及微化学研究[D]. 上海: 上海海洋大学.
	YANG QIN, 2019. Studies on the individual morphology, otolith morphology and microchemistry of Coilia mystus in the Yangtze Estuary and its adjacent sea area[D]. Shanghai: Shanghai Ocean University. (in Chinese with English abstract)
[61]	杨雯, 胡文佳, 陈彬, 等, (2022-03-04)[2022-03-20]. 基于MaxEnt模型的中国近海主要石首鱼科鱼类潜在适生区[J/OL]. 生态学杂志. https://doi.org/10.13292/j.1000-4890.202206.016.
	YANG WEN, HU WENJIA, CHEN BIN, et al, (2022-03-04)[2022-03-20]. The potential distribution of main Sciaenidae species in the coastal China based on MaxEnt model[J/OL]. Chinese Journal of Ecology. https: //doi.org/10.13292/j.1000-4890.202206.016. (in Chinese with English abstract)
[62]	杨晓龙, 杨超杰, 胡成业, 等, 2017. 物种分布模型在海洋潜在生境预测的应用研究进展[J]. 应用生态学报, 28(6): 2063-2072. doi: 10.13287/j.1001-9332.201706.006
	YANG XIAOLONG, YANG CHAOJIE, HU CHENGYE, et al, 2017. Application of species distribution models in the prediction of marine potential habitat: a review[J]. Chinese Journal of Applied Ecology, 28(6): 2063-2072. (in Chinese with English abstract)
[63]	游天福, 陈秀云, 林江兴, 等, 2016. 厦门西部海域春季游泳动物资源的调查研究[J]. 渔业研究, 38(5): 386-393.
	YOU TIANFU, CHEN XIUYUN, LIN JIANGXING, et al, 2016. Investigation on nekton resources of spring in the west sea areas of Xiamen[J]. Journal of Fisheries Research, 38(5): 386-393. (in Chinese with English abstract)
[64]	游天福, 2017. 长乐海域春秋季鱼类种类组成及数量分布特征[J]. 集美大学学报(自然科学版), 22(5): 18-23.
	YOU TIANFU, 2017. Species composition and quantity distribution of fish in spring and autumn in Changle sea areas[J]. Journal of Jimei University (Natural Science), 22(5): 18-23. (in Chinese with English abstract)
[65]	于磊, 2017. 日本鳗鲡(Anguilla japonica)群体遗传结构及本地适应性机制研究初探[D]. 青岛: 中国科学院大学(中国科学院海洋研究所).
	YU LEI, 2017. A preliminary study of the genetic population structure and local adaptation in the Japanese eel (Anguilla japonica)[D]. Qingdao: Institute of Oceanology, Chinese Academy of Sciences. (in Chinese with English abstract)
[66]	于南京, 俞存根, 许永久, 等, 2020. 舟山群岛外海域鱼类数量分布与环境因子的关系[J]. 海洋学报, 42(10): 80-91.
	YU NANJING, YU CUNGEN, XU YONGJIU, et al, 2020. The relationship between distribution of fish abundance and environmental factors in the outer waters of the Zhoushan Islands[J]. Haiyang Xuebao, 42(10): 80-91. (in Chinese with English abstract)
[67]	于旭光, 李轶平, 燕金宜, 等, 2020. 黄海北部近岸海域鱼卵、仔稚鱼种类组成与数量分布[J]. 海洋渔业, 42(6): 659-671.
	YU XUGUANG, LI YIPING, YAN JINYI, et al, 2020. Species composition and quantity distribution of fish eggs and larvae in coastal waters of the north Yellow Sea[J]. Marine Fisheries, 42(6): 659-671. (in Chinese with English abstract)
[68]	曾慧慧, 2012. 胶州湾近岸水域鱼类群落结构特征及多样性研究[D]. 青岛: 中国海洋大学.
	ZENG HUIHUI, 2012. Study on community structure and species diversity of fish assemblage in the coastal waters of Jiaozhou Bay[D]. Qingdao: Ocean University of China. (in Chinese with English abstract)
[69]	曾嘉维, 2019. 雷州湾及邻近水域鱼类群落结构变化[D]. 湛江: 广东海洋大学.
	ZENG JIAWEI, 2019. Changes in fish community structure in Leizhou Bay and its adjacent waters[D]. Zhanjiang: Guangdong Ocean University. (in Chinese with English abstract)
[70]	曾江宁, 陈全震, 黄伟, 等, 2016. 中国海洋生态保护制度的转型发展——从海洋保护区走向海洋生态红线区[J]. 生态学报, 36(1): 1-10.
	ZENG JIANGNING, CHEN QUANZHEN, HUANG WEI, et al, 2016. Reform of the marine ecological protection system in China: from marine protected areas to marine ecological redline regions[J]. Acta Ecologica Sinica, 36(1): 1-10. (in Chinese with English abstract) doi: 10.1016/j.chnaes.2015.12.003
[71]	张会军, 2013. 福建九龙江河口区鱼类资源现状研究[D]. 厦门: 集美大学.
	ZHANG HUIJUN, 2013. Study the fish resources in Jiulong River Estuary, Fujian[D]. Xiamen: JiMei University. (in Chinese with English abstract)
[72]	张静, 陈永俊, 张然, 等, 2013. 2008年夏季东山湾游泳动物种类的组成和多样性[J]. 应用海洋学学报, 32(2): 222-230.
	ZHANG JING, CHEN YONGJUN, ZHANG RAN, et al, 2013. Nekton species composition and biodiversity in Dongshan Bay during 2008 summer[J]. Journal of Applied Oceanography, 32(2): 222-230. (in Chinese with English abstract)
[73]	张亮, 王尽文, 任荣珠, 等, 2014. 海洲湾北部海域春季渔业资源的群落结构特征[J]. 渔业科学进展, 35(5): 1-7.
	ZHANG LIANG, WANG JINWEN, REN RONGZHU, et al, 2014. Fishery resources in northern Haizhou Bay in spring[J]. Progress in Fishery Sciences, 35(5): 1-7. (in Chinese with English abstract)
[74]	张涛, 庄平, 刘健, 等, 2009. 长江口崇明东滩鱼类群落组成和生物多样性[J]. 生态学杂志, 28(10): 2056-2062.
	ZHANG TAO, ZHUANG PING, LIU JIAN, et al, 2009. Species composition and biodiversity of fish community in Chongming Dongtan of Yangtze River estuary[J]. Chinese Journal of Ecology, 28(10): 2056-2062. (in Chinese with English abstract)
[75]	张涛, 庄平, 章龙珍, 等, 2010. 长江口中华鲟自然保护区及临近水域鱼类种类组成现状[J]. 长江流域资源与环境, 19(4): 370-376.
	ZHANG TAO, ZHUANG PING, ZHANG LONGZHEN, et al, 2010. Present situation of fish species composition in nature reserve of Acipenser Sinensis and adjacent waters in the Yangtze River estuary[J]. Resources and Environment in the Yangtze Basin, 19(4): 370-376. (in Chinese with English abstract)
[76]	张文博, 黄洪辉, 李纯厚, 等, 2019. 华南典型海湾主要渔业生物碳氮稳定同位素研究[J]. 南方水产科学, 15(5): 9-14.
	ZHANG WENBO, HUANG HONGHUI, LI CHUNHOU, et al, 2019. Study on carbon and nitrogen stable isotopes of main fishery species in typical gulf, southern China[J]. South China Fisheries Science, 15(5): 9-14. (in Chinese with English abstract)
[77]	张跃平, 2011. 福建省主要海湾浮性鱼卵和仔稚鱼的种类组成与丰度分布[J]. 台湾海峡, 30(2): 234-242.
	ZHANG YUEPING, 2011. Composition of species and distribution of abundance of pelagic fish eggs, larvae and juveniles in main bays of Fujian[J]. Journal of Oceanography in Taiwan Strait, 30(2): 234-242. (in Chinese with English abstract)
[78]	赵洪强, 卢占晖, 徐汉祥, 2014. 舟山渔场及其邻近水域春、夏季鱼类群聚结构的空间特征[J]. 浙江海洋学院学报(自然科学版), 33(2): 109-114.
	ZHAO HONGQIANG, LU ZHANHUI, XU HANXIANG, 2014. The spatial pattern of the fish assemblage structure in spring and summer in Zhoushan Fising Ground and adjacent region waters[J]. Journal of Zhejiang Ocean University (Natural Science), 33(2): 109-114. (in Chinese with English abstract)
[79]	赵林林, 程梦旎, 应佩璇, 等, 2019. 我国海洋保护地现状、问题及发展对策[J]. 海洋开发与管理, 36(5): 3-7.
	ZHAO LINLIN, CHENG MENGNI, YING PEIXUAN, et al, 2019. Current status, facing problems, countermeasures and suggestions of China's marine protected areas[J]. Ocean Development and Management, 36(5): 3-7. (in Chinese with English abstract)
[80]	赵晓娟, 邱盛尧, 乔凤琴, 等, 2011. 山东北部沿海幼鱼种类组成特征的研究[J]. 水产科学, 30(10): 597-602.
	ZHAO XIAOJUAN, QIU SHENGYAO, QIAO FENGQIN, et al, 2011. Composition of juvenile in the northern coast of Shandong province[J]. Fisheries Science, 30(10): 597-602. (in Chinese with English abstract)
[81]	郑献之, 俞存根, 郑基, 等, 2012. 舟山黄大洋海域春夏季鱼类种类组成和分布特征[J]. 浙江海洋学院学报(自然科学版), 31(2): 114-122.
	ZHENG XIANZHI, YU CUNGEN, ZHENG JI, et al, 2012. The species composition and distribution characteristics of fishes in Huangdayang[J]. Journal of Zhejiang Ocean University (Natural Science), 31(2): 114-122. (in Chinese with English abstract)
[82]	智玉龙, 2013. 长江口日本鳗鲡鳗苗时空分布及重要环境因子的相关性[D]. 上海: 上海海洋大学.
	ZHI YULONG, 2013. The temporal and spatial distributional features of elvers of Anguilla japonica and correlation to major environmental factors in the Yangtze River estuary[D]. Shanghai: Shanghai Ocean University. (in Chinese with English abstract)
[83]	BELANGER C L, JABLONSKI D, ROY K, et al, 2012. Global environmental predictors of benthic marine biogeographic structure[J]. Proceedings of the National Academy of Sciences of the United States of America, 109(35): 14046-14051. doi: 10.1073/pnas.1212381109 pmid: 22904189
[84]	BORLAND H P, GILBY B L, HENDERSON C J, et al, 2021. The influence of seafloor terrain on fish and fisheries: a global synthesis[J]. Fish and Fisheries, 22(4): 707-734. doi: 10.1111/faf.v22.4
[85]	BRADIE J, LEUNG B, 2017. A quantitative synthesis of the importance of variables used in MaxEnt species distribution models[J]. Journal of Biogeography, 44(6): 1344-1361. doi: 10.1111/jbi.2017.44.issue-6
[86]	BRIGGS J C, BOWEN B W, 2012. A realignment of marine biogeographic provinces with particular reference to fish distributions[J]. Journal of Biogeography, 39(1): 12-30. doi: 10.1111/j.1365-2699.2011.02613.x
[87]	BUTCHART S H M, CLARKE M, SMITH R J, et al, 2015. Shortfalls and solutions for meeting national and global conservation area targets[J]. Conservation Letters, 8(5): 329-337. doi: 10.1111/conl.12158
[88]	CARDEÑOSA D, HYDE J, CABALLERO S, 2014. Genetic diversity and population structure of the pelagic thresher shark (Alopias pelagicus) in the Pacific Ocean: evidence for two evolutionarily significant units[J]. PLoS One, 9(10): e110193. doi: 10.1371/journal.pone.0110193
[89]	CHEN C, LIU K M, CHANG Y C, 1997. Reproductive biology of the bigeye thresher shark, Alopias superciliosus (Lowe, 1839) (Chondrichthyes: Alopiidae), in the northwestern Pacific[J]. Ichthyological Research, 44(2-3): 227-235. doi: 10.1007/BF02678702
[90]	CLEASBY I R, OWEN E, WILSON L, et al, 2020. Identifying important at-sea areas for seabirds using species distribution models and hotspot mapping[J]. Biological Conservation, 241: 108375. doi: 10.1016/j.biocon.2019.108375
[91]	GONG X L, REN S J, CUI Z K, et al, 2014. Genetic evidence for panmixia of Japanese eel (Anguilla japonica) populations in China[J]. Genetics and Molecular Research, 13(1): 768-781. doi: 10.4238/2014.January.31.3 pmid: 24615041
[92]	COSTELLO M J, TSAI P, WONG P S, et al, 2017. Marine biogeographic realms and species endemicity[J]. Nature Communications, 8(1): 1057. doi: 10.1038/s41467-017-01121-2 pmid: 29051522
[93]	EDGAR G J, STUART-SMITH R D, WILLIS T J, et al, 2014. Global conservation outcomes depend on marine protected areas with five key features[J]. Nature, 506(7487): 216-220. doi: 10.1038/nature13022
[94]	ELITH J, KEARNEY M, PHILLIPS S, 2010. The art of modelling range-shifting species[J]. Methods in Ecology and Evolution, 1(4): 330-342. doi: 10.1111/j.2041-210X.2010.00036.x
[95]	FALCINI F, PALATELLA L, CUTTITTA A, et al, 2015. The role of hydrodynamic processes on anchovy eggs and larvae distribution in the Sicily Channel (Mediterranean Sea): a case study for the 2004 data set[J]. PLoS One, 10(4): e0123213. doi: 10.1371/journal.pone.0123213
[96]	FRIEDLANDER A M, GAYMER C F, 2021. Progress, opportunities and challenges for marine conservation in the Pacific Islands[J]. Aquatic Conservation: Marine and Freshwater Ecosystems, 31(2): 221-231. doi: 10.1002/aqc.v31.2
[97]	GHERGHEL I, BRISCHOUX F, NYÁRI ÁS, et al, 2020. A simple framework for estimating potential distributions of amphibious marine species and implications for conservation[J]. Coral Reefs, 39(4): 1081-1090. doi: 10.1007/s00338-020-01937-3
[98]	GUISANDE C, PATTI B, VAAMONDE A, et al, 2013. Factors affecting species richness of marine elasmobranchs[J]. Biodiversity and Conservation, 22(8): 1703-1714. doi: 10.1007/s10531-013-0507-3
[99]	HALPERN B S, FRAZIER M, AFFLERBACH J, et al, 2019. Recent pace of change in human impact on the world's ocean[J]. Scientific Reports, 9(1): 11609. doi: 10.1038/s41598-019-47201-9 pmid: 31406130
[100]	HAO QING, SUN YUXIN, XU XIANGRONG, et al, 2015. Geographical distribution and risk assessment of persistent organic pollutants in golden threads (Nemipterus virgatus) from the northern South China Sea[J]. Ecotoxicology, 24(7): 1593-1600. doi: 10.1007/s10646-015-1475-z
[101]	HERNANDEZ P A, GRAHAM C H, MASTER L L, et al, 2006. The effect of sample size and species characteristics on performance of different species distribution modeling methods[J]. Ecography, 29(5): 773-785. doi: 10.1111/eco.2006.29.issue-5
[102]	HIRZEL A H, LE LAY G, HELFER V, et al, 2006. Evaluating the ability of habitat suitability models to predict species presences[J]. Ecological Modelling, 199(2): 142-152. doi: 10.1016/j.ecolmodel.2006.05.017
[103]	HO J S, LIN C L, 2011. Redescription of Dinemoura discrepans Cressey, 1967 (Copepoda: Pandaridae) parasitic on four species of sharks off southeast coast of Taiwan[J]. Folia Parasitologica, 58(4): 311-317. doi: 10.14411/fp.2011.031
[104]	HU WENJIA, DU JIANGUO, SU SHANGKE, et al, 2022. Effects of climate change in the seas of China: predicted changes in the distribution of fish species and diversity[J]. Ecological Indicators, 134: 108489. doi: 10.1016/j.ecolind.2021.108489
[105]	IUCN, [2021-07-23]. IUCN red list of threatened species[EB/OL]. https://www.iucnredlist.org/.
[106]	JAMBURA P L, TÜRTSCHER J, KRIWET J, et al, 2021. Deadly interaction between a swordfish Xiphias gladius and a bigeye thresher shark Alopias superciliosus[J]. Ichthyological Research, 68(2): 317-321. doi: 10.1007/s10228-020-00787-x
[107]	JIANG FANGYAN, YANG NING, HUANG HAI, et al, 2020. Short communication: recovery of Vibrio vulnificus from head ulceration in seahorse (Hippocampus kuda)[J]. Aquaculture International, 28(2): 653-660. doi: 10.1007/s10499-019-00486-z
[108]	KRIWET J, ENDO H, STELBRINK B, 2010. On the occurrence of the Taiwan angel shark, Squatina formosa Shen & Ting, 1972 (Chondrichthyes, Squatinidae) from Japan[J]. Zoosystematics and Evolution, 86(1): 117-124. doi: 10.1002/zoos.200900016
[109]	LENOIR J, BERTRAND R, COMTE L, et al, 2020. Species better track climate warming in the oceans than on land[J]. Nature Ecology & Evolution, 4(8): 1044-1059.
[110]	LIU K M, CHANG YUTING, NI I H, et al, 2006. Spawning per recruit analysis of the pelagic thresher shark, Alopias pelagicus, in the eastern Taiwan waters[J]. Fisheries Research, 82(1): 56-64. doi: 10.1016/j.fishres.2006.08.013
[111]	LOURIE S A, VINCENT A C J, 2004. A marine fish follows Wallace's Line: the phylogeography of the three-spot seahorse (Hippocampus trimaculatus, Syngnathidae, Teleostei) in Southeast Asia[J]. Journal of Biogeography, 31(12): 1975-1985. doi: 10.1111/jbi.2004.31.issue-12
[112]	LOURIE S A, GREEN D M, VINCENT A C J, 2005. Dispersal, habitat differences, and comparative phylogeography of Southeast Asian seahorses (Syngnathidae: Hippocampus)[J]. Molecular Ecology, 14(4): 1073-1094. doi: 10.1111/j.1365-294X.2005.02464.x
[113]	MELO-MERINO S M, REYES-BONILLA H, LIRA-NORIEGA A, 2020. Ecological niche models and species distribution models in marine environments: a literature review and spatial analysis of evidence[J]. Ecological Modelling, 415: 108837. doi: 10.1016/j.ecolmodel.2019.108837
[114]	MÉRILLET L, KOPP D, ROBERT M, et al, 2020. Environment outweighs the effects of fishing in regulating demersal community structure in an exploited marine ecosystem[J]. Global Change Biology, 26(4): 2106-2119. doi: 10.1111/gcb.v26.4
[115]	MILLER M J, YOSHINAGA T, AOYAMA J, et al, 2011. Offshore spawning of Conger myriaster in the western North Pacific: evidence for convergent migration strategies of anguilliform eels in the Atlantic and Pacific[J]. Naturwissenschaften, 98(6): 537-543. doi: 10.1007/s00114-011-0787-y
[116]	OLIVER M J, IRWIN A J, 2008. Objective global ocean biogeographic provinces[J]. Geophysical Research Letters, 35(15): L15601. doi: 10.1029/2008GL034238
[117]	OSUKA K E, STEWART B D, SAMOILYS M, et al, 2022. Depth and habitat are important drivers of abundance for predatory reef fish off Pemba Island, Tanzania[J]. Marine Environmental Research, 175: 105587. doi: 10.1016/j.marenvres.2022.105587
[118]	PAPPALARDO P, PRINGLE J M, WARES J P, et al, 2015. The location, strength, and mechanisms behind marine biogeographic boundaries of the east coast of North America[J]. Ecography, 38(7): 722-731. doi: 10.1111/ecog.2015.v38.i7
[119]	PEARSON R G, RAXWORTHY C J, NAKAMURA M, et al, 2007. ORIGINAL ARTICLE: predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar[J]. Journal of Biogeography, 34(1): 102-117. doi: 10.1111/j.1365-2699.2006.01594.x
[120]	PHILLIPS S J, ANDERSON R P, SCHAPIRE R E, 2006. Maximum entropy modeling of species geographic distributions[J]. Ecological Modelling, 190(3-4): 231-259. doi: 10.1016/j.ecolmodel.2005.03.026
[121]	PHILLIPS S J, DUDÍK M, ELITH J, et al, 2009. Sample selection bias and presence-only distribution models: implications for background and pseudo-absence data[J]. Ecological Applications, 19(1): 181-197. doi: 10.1890/07-2153.1
[122]	QIN GENG, LIN QIANG, GU NA, et al, 2012. Effect of broodstock origin, background and substrate color on skin coloration of three-spotted seahorses Hippocampus trimaculatus Leach, 1814[J]. Journal of Experimental Marine Biology and Ecology, 416-417: 129-134.
[123]	REISS H, BIRCHENOUGH S, BORJA A, et al, 2015. Benthos distribution modelling and its relevance for marine ecosystem management[J]. ICES Journal of Marine Science, 72(2): 297-315. doi: 10.1093/icesjms/fsu107
[124]	ROBINSON L M, GLEDHILL D C, MOLTSCHANIWSKYJ N A, et al, 2015. Rapid assessment of an ocean warming hotspot reveals “high” confidence in potential species' range extensions[J]. Global Environmental Change, 31: 28-37. doi: 10.1016/j.gloenvcha.2014.12.003
[125]	ROEMER R P, GALLAGHER A J, HAMMERSCHLAG N, 2016. Shallow water tidal flat use and associated specialized foraging behavior of the great hammerhead shark (Sphyrna mokarran)[J]. Marine and Freshwater Behaviour and Physiology, 49(4): 235-249. doi: 10.1080/10236244.2016.1168089
[126]	ROUSSEEUW P J, 1987. Silhouettes: a graphical aid to the interpretation and validation of cluster analysis[J]. Journal of Computational and Applied Mathematics, 20: 53-65. doi: 10.1016/0377-0427(87)90125-7
[127]	SALA E, MAYORGA J, BRADLEY D, et al, 2021. Protecting the global ocean for biodiversity, food and climate[J]. Nature, 592(7854): 397-402. doi: 10.1038/s41586-021-03371-z
[128]	SASAI S, AOYAMA J, WATANABE S, et al, 2001. Occurrence of migrating silver eels Anguilla japonica in the East China Sea[J]. Marine Ecology Progress Series, 212: 305-310. doi: 10.3354/meps212305
[129]	SELIG E R, TURNER W R, TROËNG S, et al, 2014. Global priorities for marine biodiversity conservation[J]. PLoS One, 9(1): e82898. doi: 10.1371/journal.pone.0082898
[130]	SHI Y R, CHAO M, QUAN WEIMIN, et al, 2014. Spatial and seasonal variations in fish assemblages of the Yangtze River estuary[J]. Journal of Applied Ichthyology, 30(5): 844-852. doi: 10.1111/jai.12448
[131]	SONG PUQING, LIN LONGSHAN, LI YUAN, et al, 2016. Spatial structure and seasonal changes of nekton assemblages in the Taiwan Strait[J]. Acta Oceanologica Sinica, 35(6): 59-67.
[132]	STELBRINK B, VON RINTELEN T, CLIFF G, et al, 2010. Molecular systematics and global phylogeography of angel sharks (genus Squatina)[J]. Molecular Phylogenetics and Evolution, 54(2): 395-404. doi: 10.1016/j.ympev.2009.07.029
[133]	SU SHANHUI, LIU S V, LIU K M, et al, 2020. Development and characterization of novel microsatellite loci for an endangered hammerhead shark Sphyrna lewini by using shotgun sequencing[J]. Taiwania, 65(2): 261-263.
[134]	SUN JINHUI, XIA SUDONG, XIE SHANGDUAN, et al, 2020. Biochemical composition of wild and cultured seahorses (Hippocampus kuda Bleeker)[J]. Aquaculture Research, 51(4): 1542-1550. doi: 10.1111/are.v51.4
[135]	SWETS J A, 1988. Measuring the accuracy of diagnostic systems[J]. Science, 240(4857): 1285-1293. doi: 10.1126/science.3287615 pmid: 3287615
[136]	TITTENSOR D P, MORA C, JETZ W, et al, 2010. Global patterns and predictors of marine biodiversity across taxa[J]. Nature, 466(7310): 1098-1101. doi: 10.1038/nature09329
[137]	THEISS S M, EBERT D A, 2013. Lost and found: recovery of the holotype of the ocellated angelshark, Squatina tergocellatoides Chen, 1963 (Squatinidae), with comments on western Pacific squatinids[J]. Zootaxa, 3752: 73-85. doi: 10.11646/zootaxa.3752.1
[138]	WALSH J H, EBERT D A, 2007. A review of the systematics of western North Pacific angel sharks, genus Squatina, with redescriptions of Squatina formosa, S. japonica, and S. nebulosa (Chondrichthyes: Squatiniformes, Squatinidae)[J]. Zootaxa, 1551: 31-47. doi: 10.11646/zootaxa.1551.1
[139]	WANG DONG, WAN RONG, LI ZENGGUANG, et al, 2021. The non-stationary environmental effects on spawning habitat of fish in estuaries: a case study of Coilia mystus in the Yangtze Estuary[J]. Frontiers in Marine Science, 8: 766616. doi: 10.3389/fmars.2021.766616
[140]	WANG KAI, ZHANG YANHONG, LI FENG, et al, 2016. Comparison of intestinal microbiota in intestinal tracts of the wild and cultured seahorses, Hippocampus trimaculatus (Leach)[J]. Journal of the World Aquaculture Society, 47(1): 123-128. doi: 10.1111/jwas.12251
[141]	WANG XIN, ZHANG YANHONG, ZHANG HUIXIAN, et al, 2019. Complete mitochondrial genomes of eight seahorses and pipefishes (Syngnathiformes: Syngnathidae): insight into the adaptive radiation of syngnathid fishes[J]. BMC Evolutionary Biology, 19(1): 119. doi: 10.1186/s12862-019-1430-3 pmid: 31185889
[142]	WERNBERG T, THOMSEN M S, CONNELL S D, et al, 2013. The footprint of continental-scale ocean currents on the biogeography of seaweeds[J]. PLoS One, 8(11): e80168. doi: 10.1371/journal.pone.0080168
[143]	WISZ M S, HIJMANS R J, LI JIN, et al, 2008. Effects of sample size on the performance of species distribution models[J]. Diversity and Distributions, 14(5): 763-773. doi: 10.1111/ddi.2008.14.issue-5
[144]	YI YUJUN, CHENG XI, YANG ZHIFENG, et al, 2017. Evaluating the ecological influence of hydraulic projects: a review of aquatic habitat suitability models[J]. Renewable and Sustainable Energy Reviews, 68: 748-762. doi: 10.1016/j.rser.2016.09.138
[145]	ZHANG YANHONG, PHAM N K, ZHANG HUIXIAN, et al, 2014. Genetic variations in two seahorse species (Hippocampus mohnikei and Hippocampus trimaculatus): evidence for middle pleistocene population expansion[J]. PLoS One, 9(8): e105494. doi: 10.1371/journal.pone.0105494
[146]	ZHOU WENLIANG, WANG MENG, HUANG MINGPAN, et al, 2021. A marine biodiversity plan for China and beyond[J]. Science, 371(6530): 685-686. doi: 10.1126/science.abg7976 pmid: 33574205
[147]	ZHU AIJIA, ZHANG WEI, XU ZHANZHOU, et al, 2013. Methylmercury in fish from the South China Sea: geographical distribution and biomagnification[J]. Marine Pollution Bulletin, 77(1-2): 437-444. doi: 10.1016/j.marpolbul.2013.09.009 pmid: 24095204

数据类型	环境变量名称	单位	是否保留	数据来源
地形数据	水深	m	√	General Bathymetric Chart of the Oceans (GEBCO)
地形数据	离岸距离	m	√	ArcGIS-“欧氏距离”
理化数据	平均海表温度	℃	√	Bio-ORACLE (https://bio-oracle.org/)
	海表温度差	℃	×
	pH值		√
	平均海表盐度	‰	√
	海表盐度差	‰	×
	平均溶解氧浓度	mol·m^-3	×
	溶解氧浓度差	mol·m^-3	×
	平均海表流速	m^-1	√
	海表流速范围	m^-1	×
	表层硝酸盐浓度	mol·m^-3	√
	表层硅酸盐浓度	mol·m^-3	√
	表层磷酸盐浓度	mol·m^-3	√
生物数据	平均叶绿素浓度	g·m^-3	×	Bio-ORACLE (https://bio-oracle.org/)
	叶绿素浓度范围	g·m^-3	×
	平均初级生产力	g·m^-3·d^-1	√
	初级生产力范围	g·m^-3·d^-1	×