Biodiv Sci ›› 2023, Vol. 31 ›› Issue (10): 23079. DOI: 10.17520/biods.2023079
• Original Papers: Animal Diversity • Next Articles
Fuhua Zhang, Fei Xi, Xinrui Tang, Peng Cen, Shibao Wu()
Received:
2023-03-19
Accepted:
2023-08-23
Online:
2023-10-20
Published:
2023-09-18
Contact:
*E-mail: wushibao@163.com
Fuhua Zhang, Fei Xi, Xinrui Tang, Peng Cen, Shibao Wu. The illegal trade network of pangolin meat in Chinese mainland and its implications for the implementation of key interventions[J]. Biodiv Sci, 2023, 31(10): 23079.
Fig. 3 A circular map of the illegal trade in pangolin meat between different regions seized in China from 2001 to 2021. (a) The number of seized incidences in pangolin meat between regions; (b) Number of seized individuals in pangolin meat between regions; (c) Number of individuals illegally traded into different cities of Chinese mainland from different countries; (d) Number of individuals in illegal trade between different provinces in China and between different provinces in China and other countries. The gap between the connection band and the edge colored ring bar represents the import, the edge colored ring bar and the same color connection band indicates the exit, and the colored ring bar filling the gap between the two represents the destination of the goods export. The width of the connection band indicates the number of seized incidences (a) or individuals (b, c and d). The numbers in the figure represent the cities as follow: 1. Abroad; 2. Chongqing; 3. Liupanshui, Mianyang, Chengdu, Panzhihua; 4. Xishuangbanna; 5. Baoshan; 6. Chuxiong; 7. Dehong; 8. Kunming; 9. Pu’er; 10. Qujing; 11. Wenshan; 12. Lijiang, Nujiang, Dali, Honghe, Lincang; 13. Beihai; 14. Chongzuo; 15. Fangchenggang; 16. Unknown cities in Guangxi, Wuzhou, Hezhou, Baise; 17. Guilin; 18. Liuzhou; 19. Nanning; 20. Qinzhou; 21. Yulin; 22. Ganzhou; 23. Yingtan, Nanchang, Fuzhou (Jiangxi), Shangrao, Ji’an, Jiujiang; 24. Hainan; 25. Jingzhou, Enshi; 26. Unknown cities in Fujian, Putian, Nanping; 27. Fuzhou (Fujian); 28. Longyan; 29. Ningde; 30. Quanzhou; 31. Sanming; 32. Xiamen; 33, Zhangzhou; 34. Beijing; 35. Unknown cities in Shandong, Xi’an, Jilin, Shijiazhuang, Qingdao; 36. Zhengzhou; 37. Changzhou; 38. Suzhou, Taizhou (Jiangsu); 39. Nanjing; 40. Wuxi; 41. Shanghai; 42. Fuyang, Xuancheng, Wuhu; 43. Changsha; 44. Chenzhou; 45. Hengyang; 46. Huaihua; 47. Unknown cities in Hunan, Xiangxi, Yongzhou; 48. Yiyang; 49. Zhuzhou; 50. Dongguan; 51. Foshan; 52. Guangzhou; 53. Unknown cities in Guangdong, Chaozhou, Shantou, Shanwei; 54. Heyuan; 55. Huizhou; 56. Jiangmen; 57. Jieyang; 58. Maoming; 59. Meizhou; 60. Qingyuan; 61. Shaoguan; 62. Shenzhen; 63. Yangjiang; 64. Yunfu; 65. Zhanjiang; 66. Zhaoqing; 67. Zhongshan; 68. Zhuhai; 69. Hangzhou; 70. Jiaxing; 71. Jinhua; 72. Lishui; 73. Ningbo; 74. Quzhou; 75. Shaoxing; 76. Taizhou (Zhejiang); 77. Wenzhou; 78. Indonesia; 79. Laos; 80. Malaysia; 81. Myanmar; 82. Abroad unknown; 83. Vietnam; 84. Honghe; 85. Lincang; 86. Nujiang ; 87. Baise; 88. Sichuan; 89. Jilin; 90. Shandong; 91. Hebei; 92. Shaanxi; 93. Henan; 94. Guizhou; 95. Zhejiang; 96. Yunnan; 97. Guangxi; 98. Jiangxi; 99. Hubei; 100. Fujian; 101. Jiangsu; 102. Anhui; 103. Hunan; 104. Guangdong.
序号 No. | 总贸易量中介值 Betw. (ind.) | 贸易个体来源 Borgatti’s source betw. (ind.) | 贸易个体去向 Borgatti’s destination betw. (ind.) | 总案件量中介值 Betw. (inc) | 贸易案件来源 Borgatti’s source betw. (inc.) | 贸易案件去向 Borgatti’s destination betw. (inc.) |
---|---|---|---|---|---|---|
1 | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou |
2 | 防城港 Fangchenggang | 防城港 Fangchenggang | 防城港 Fangchenggang | 衢州 Quzhou | 防城港 Fangchenggang | 佛山 Foshan |
3 | 金华 Jinhua | 衢州 Quzhou | 金华 Jinhua | 昆明 Kunming | 衢州 Quzhou | 昆明 Kunming |
4 | 昆明 Kunming | 北海 Beihai | 昆明 Kunming | 上海 Shanghai | 上海 Shanghai | 深圳 Shenzhen |
5 | 衢州 Quzhou | 昆明 Kunming | 深圳 Shenzhen | 佛山 Foshan | 长沙 Changsha | 衢州 Quzhou |
Table 1 Betweenness centrality of the number of seized individuals and incidences in the illegal trade of pangolin meat in different cities
序号 No. | 总贸易量中介值 Betw. (ind.) | 贸易个体来源 Borgatti’s source betw. (ind.) | 贸易个体去向 Borgatti’s destination betw. (ind.) | 总案件量中介值 Betw. (inc) | 贸易案件来源 Borgatti’s source betw. (inc.) | 贸易案件去向 Borgatti’s destination betw. (inc.) |
---|---|---|---|---|---|---|
1 | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou | 广州 Guangzhou |
2 | 防城港 Fangchenggang | 防城港 Fangchenggang | 防城港 Fangchenggang | 衢州 Quzhou | 防城港 Fangchenggang | 佛山 Foshan |
3 | 金华 Jinhua | 衢州 Quzhou | 金华 Jinhua | 昆明 Kunming | 衢州 Quzhou | 昆明 Kunming |
4 | 昆明 Kunming | 北海 Beihai | 昆明 Kunming | 上海 Shanghai | 上海 Shanghai | 深圳 Shenzhen |
5 | 衢州 Quzhou | 昆明 Kunming | 深圳 Shenzhen | 佛山 Foshan | 长沙 Changsha | 衢州 Quzhou |
序号 No. | 总贸易量 Degree value (ind.) | 输入数量 Indegree value (ind.) | 输出数量 Outdegree value (ind.) | 总案件数量 Degree value (inc.) | 输入案件量 Indegree value (inc.) | 输出案件量 Outdegree value (inc.) |
---|---|---|---|---|---|---|
1 | 防城港 Fangchenggang | 江门 Jiangmen | 防城港 Fangchenggang | 广州 Guangzhou | 广州 Guangzhou | 防城港 Fangchenggang |
2 | 北海 Beihai | 防城港 Fangchenggang | 北海 Beihai | 防城港 Fangchenggang | 佛山 Foshan | 广州 Guangzhou |
3 | 江门 Jiangmen | 北海 Beihai | 广州 Guangzhou | 德宏 Dehong | 防城港 Fangchenggang | 德宏 Dehong |
4 | 广州 Guangzhou | 厦门 Xiamen | 台州 Taizhou | 昆明 Kunming | 保山 Baoshan | 长沙 Changsha |
5 | 厦门 Xiamen | 惠州 Huizhou | 中山 Zhongshan | 佛山 Foshan | 衡阳 Hengyang | 昆明 Kunming |
Table 2 Degree centrality of the number of seized individuals and incidences in the illegal trade of pangolin meat in different cities
序号 No. | 总贸易量 Degree value (ind.) | 输入数量 Indegree value (ind.) | 输出数量 Outdegree value (ind.) | 总案件数量 Degree value (inc.) | 输入案件量 Indegree value (inc.) | 输出案件量 Outdegree value (inc.) |
---|---|---|---|---|---|---|
1 | 防城港 Fangchenggang | 江门 Jiangmen | 防城港 Fangchenggang | 广州 Guangzhou | 广州 Guangzhou | 防城港 Fangchenggang |
2 | 北海 Beihai | 防城港 Fangchenggang | 北海 Beihai | 防城港 Fangchenggang | 佛山 Foshan | 广州 Guangzhou |
3 | 江门 Jiangmen | 北海 Beihai | 广州 Guangzhou | 德宏 Dehong | 防城港 Fangchenggang | 德宏 Dehong |
4 | 广州 Guangzhou | 厦门 Xiamen | 台州 Taizhou | 昆明 Kunming | 保山 Baoshan | 长沙 Changsha |
5 | 厦门 Xiamen | 惠州 Huizhou | 中山 Zhongshan | 佛山 Foshan | 衡阳 Hengyang | 昆明 Kunming |
分组 No. | 关键节点 Key players | 破碎化指数 Fragmentation index |
---|---|---|
1 | 中国上海 China’s Shanghai | 0.394 |
2 | 中国福州、上海 China’s Fuzhou, Shanghai | 0.46 |
3 | 中国长沙、广州、昆明 China’s Changsha, Guangzhou, Kunming | 0.511 |
4 | 中国防城港、广州、深圳、广西未知城市 China’s Fangchenggang, Guangzhou, Shenzhen, unknown cities in Guangxi | 0.546 |
5 | 中国防城港、广州、深圳、广西未知城市; 越南 China’s Fangchenggang, Guangzhou, Shenzhen, unknown cities in Guangxi; Vietnam | 0.583 |
6 | 中国防城港、福州、广州、上海、广西未知城市; 越南 China’s Fangchenggang, Fuzhou, Guangzhou, Shanghai, unknown cities in Guangxi; Vietnam | 0.771 |
7 | 中国长沙、防城港、广州、昆明、衢州、深圳、广西未知城市 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Quzhou, Shenzhen, unknown cities in Guangxi | 0.886 |
8 | 中国长沙、防城港、福州、广州、上海、昆明、广西未知城市; 越南 China’s Changsha, Fangchenggang, Fuzhou, Guangzhou, Shanghai, Kunming, unknown cities in Guangxi; Vietnam | 0.923 |
9 | 中国长沙、防城港、广州、昆明、上海、深圳、广西未知城市; 越南; 马来西亚 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Shanghai, Shenzhen, unknown cities in Guangxi; Vietnam; Malaysia | 0.943 |
10 | 中国长沙、防城港、广州、昆明、上海、深圳、广西未知城市; 越南; 马来西亚; 缅甸 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Shanghai, Shenzhen, unknown cities in Guangxi; Vietnam; Malaysia; Myanmar | 0.953 |
Table 3 Removal or isolation of the destruction of the illegal trade network of pangolin meat by a group of nodes composed of 1 to 10 cities
分组 No. | 关键节点 Key players | 破碎化指数 Fragmentation index |
---|---|---|
1 | 中国上海 China’s Shanghai | 0.394 |
2 | 中国福州、上海 China’s Fuzhou, Shanghai | 0.46 |
3 | 中国长沙、广州、昆明 China’s Changsha, Guangzhou, Kunming | 0.511 |
4 | 中国防城港、广州、深圳、广西未知城市 China’s Fangchenggang, Guangzhou, Shenzhen, unknown cities in Guangxi | 0.546 |
5 | 中国防城港、广州、深圳、广西未知城市; 越南 China’s Fangchenggang, Guangzhou, Shenzhen, unknown cities in Guangxi; Vietnam | 0.583 |
6 | 中国防城港、福州、广州、上海、广西未知城市; 越南 China’s Fangchenggang, Fuzhou, Guangzhou, Shanghai, unknown cities in Guangxi; Vietnam | 0.771 |
7 | 中国长沙、防城港、广州、昆明、衢州、深圳、广西未知城市 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Quzhou, Shenzhen, unknown cities in Guangxi | 0.886 |
8 | 中国长沙、防城港、福州、广州、上海、昆明、广西未知城市; 越南 China’s Changsha, Fangchenggang, Fuzhou, Guangzhou, Shanghai, Kunming, unknown cities in Guangxi; Vietnam | 0.923 |
9 | 中国长沙、防城港、广州、昆明、上海、深圳、广西未知城市; 越南; 马来西亚 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Shanghai, Shenzhen, unknown cities in Guangxi; Vietnam; Malaysia | 0.943 |
10 | 中国长沙、防城港、广州、昆明、上海、深圳、广西未知城市; 越南; 马来西亚; 缅甸 China’s Changsha, Fangchenggang, Guangzhou, Kunming, Shanghai, Shenzhen, unknown cities in Guangxi; Vietnam; Malaysia; Myanmar | 0.953 |
Fig. 4 Different ways of transportation used in the illegal trade of pangolin meat. (a) Frequency of different modes of transportation; (b) The total volume of transportation and; (c) Volume of single transportation mode (mean ± SD). In Fig. (c), there are no significant differences between those labeled with the same letter and those with different letters represent a significant difference.
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