Literature DB >> 29732786

[Predicting the potential suitable distribution area of the apple snail Pomacea canaliculata in China based on multiple ecological niche models.]

Hai Tao Zhang1,2, Du Luo1,3, Xi Dong Mu1,3, Meng Xu1,3, Hui Wei1,3, Jian Ren Luo1,3, Jia En Zhang4, Yin Chang Hu1,3.   

Abstract

The high-risk invasive apple snail Pomacea canaliculata has greatly threatened the agriculture, ecosystem integrity and public health. In order to provide scientific evidence for effective prevention and control of P. canaliculata, a most suitable ecological niche model was selected to predict the potential suitable distribution areas of P. canaliculata in China. Based on 377 reported occurrence points and 19 bioclimatic variables, four ecological niche models, MaxEnt, GARP, BIOCLIM, and DOMAIN, the potential geographic suitable distribution areas were predicted for the invasive snail. Then, the results of different models were analyzed and compared with two statistical criteria, the area under the Receiver Operating Characteristic curve (AUC) and Kappa value. The results showed that all of the four ecological niche models could simulate the snail's distributions very well. More specifically, the MaxEnt model outperformed the others in all aspects of predicting the snail's potential distribution (AUC=0.955±0.004, Kappa=0.845±0.017), followed by GARP and DOMAIN. Although BIOCLIM offered the lowest prediction accuracy, its AUC was 0.898±0.017 and its Kappa value was 0.771±0.025. Based on the MaxEnt model, the prediction results showed that the potential suitable distribution areas of P. canaliculata were mainly located in the south of 30° N in China, but there was some regions spreading over the north of 30° N. The potential areas accounted for 13.2% of the national land in area. Notably, Guangdong, Guangxi, Hunan, Chongqing, Zhejiang and the coastal areas of Fujian were potentially high-risk areas. In conclusion, this study would be an important reference for the prevention and control of the invasive apple snail P. canaliculata and it also would be an example of predicting the potential distribution of aquatic alien species on large scale.

Entities:  

Keywords:  Pomacea canaliculata; adaptability; biological invasion; model evaluation; population dispersal; risk analysis

Mesh:

Year:  2016        PMID: 29732786     DOI: 10.13287/j.1001-9332.201604.027

Source DB:  PubMed          Journal:  Ying Yong Sheng Tai Xue Bao        ISSN: 1001-9332


  3 in total

Review 1.  Zoonotic parasites carried by invasive alien species in China.

Authors:  Guang-Li Zhu; Yi-Yang Tang; Yanin Limpanont; Zhong-Dao Wu; Jian Li; Zhi-Yue Lv
Journal:  Infect Dis Poverty       Date:  2019-01-09       Impact factor: 4.520

2.  Predicting the potential distribution of the Asian citrus psyllid, Diaphorina citri (Kuwayama), in China using the MaxEnt model.

Authors:  Rulin Wang; Hua Yang; Wei Luo; Mingtian Wang; Xingli Lu; Tingting Huang; Jinpeng Zhao; Qing Li
Journal:  PeerJ       Date:  2019-07-15       Impact factor: 2.984

3.  Predicting the distributions of Scleroderma guani (Hymenoptera: Bethylidae) under climate change in China.

Authors:  Xinqi Deng; Danping Xu; Wenkai Liao; Rulin Wang; Zhihang Zhuo
Journal:  Ecol Evol       Date:  2022-10-05       Impact factor: 3.167

  3 in total

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