Prediction of potential geographic distribution of alien species Coreopsis grandiflora in China

PENG Ye, WANG Yan, GU Hui,YE Jianren

Journal of Nanjing Forestry University (Natural Sciences Edition） ›› 2016, Vol. 40 ›› Issue (01) : 53-58.

PDF(1638802 KB)
南京林业大学学报（自然科学版）
PDF(1638802 KB)
Journal of Nanjing Forestry University (Natural Sciences Edition） ›› 2016, Vol. 40 ›› Issue (01) : 53-58. DOI: 10.3969/j.issn.1000-2006.2016.01.009

Prediction of potential geographic distribution of alien species Coreopsis grandiflora in China

  • PENG Ye1, WANG Yan2, GU Hui1,YE Jianren1
Author information +
History +

Abstract

As a kind of introductive alien plant, Coreopsis grandiflora has become an invasive species in Shandong and other regions of China due to its strong reproductive capacity and ability to adapt, and has threatened the local ecosystem. Based on global altitude variable and 19 climate variables, the potential distribution of C. grandiflora in China was predicted by maximum entropy(Maxent)models and geographic information system(ArcGis). Results showed that the suitable distribution of C. grandiflora in China ranged 98°-125°E, 21.5°-43°N, the warm temperate and subtropical zone. C. grandiflora mainly concentrated in eastern China and central China including Jiangsu, Anhui, Shanghai and Shandong. The southern China and southwest of China were middle or low suitable areas. The other parts of China were unfavorable for the growth of C. grandiflora. The ROC carve indicated that the AUC Value based on the datas of treating and testing were 0.960,0.965,respectively, showed high predictive accuracy. With the highest contribution percentages, annual mean temperature, annual mean precipitation, mean temperature of coldest quarter were the three most important environmental factors influencing the distribution of the species. Based on the results of Maxent model, its biological characteristics and invasive status in China, it is necessary to take some effective measure to restrict the extending of the species in central and east China.

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations
PENG Ye, WANG Yan, GU Hui,YE Jianren. Prediction of potential geographic distribution of alien species Coreopsis grandiflora in China[J]. Journal of Nanjing Forestry University (Natural Sciences Edition）. 2016, 40(01): 53-58 https://doi.org/10.3969/j.issn.1000-2006.2016.01.009

References

[1] 中国科学院植物志编辑委员会.中国植物志[M].北京:科学出版社,1979:364-365.
[2] 梁玉.外来种大花金鸡菊入侵的影响因子及其遗传多样性研究[D].济南:山东大学,2007:25-50. Liang Y. The study on factors influencing invasions and genetic diversity in alien species Coreopsis grandiflora Hogg.[D]. Jinan: Shandong University, 2007: 25-50.
[3] 杜明利.外来种大花金鸡菊化感作用初探[D].临安:浙江农林大学,2011:9-10. Du M L.Preliminary studies on allelopathic effects of exotic Coreopsis grandiflora[D]. Lin'an: Zhejiang A & F University,2011:9-10.
[4] 杜明利,高岩,张汝民,等.大花金鸡菊水浸液对6种常见园林植物种子萌发的化感作用[J].浙江农林大学学报,2011,28(1):109-114. Du M L,Gao Y,Zhang R M,et al. Allelopathic effects from aqueous extracts of exotic Coreopsis grandiflora on seed germination of six native ornamental plant species[J]. Journal of Zhejiang A & F University,2011,28(1):109-114.
[5] 柏艳芳,李敏,刘润进,等.入侵植物大花金鸡菊与伴生植物须苞石竹的互作效应及其对AM 真菌的影响[J].青岛农业大学学报(自然科学版),2012, 29(1): 1-5. Bai Y F,Li M,Liu R J,et al.Interactions effects of invasive plants Coreopsis grandiflora and associated plant Dianthus barbatus and their influences on AM fungi[J].Journal of Qingdao Agricultural University(natural science),2012,29(1): 1-5.
[6] 郭运雪.三种金鸡菊光合生理特性及抗旱性研究[D].临安:浙江农林大学,2012:9-48. Guo Y X.Studies on the photosynthetic physiolpgical chracterica and ractersiticsr and drought resistance of three species of Coreopsisn[D].Lin'an:Zhejiang A & F University,2012:9-48.
[7] 毕巍巍,徐萌,韩东洋,等.大花金鸡菊入侵对植物多样性的影响[J].草业科学,2013,30(5):687-693. Bi W W,Xu M,Han D Y, et al. Effects of invasion of Coreopsis grandiflora on vegetation diversity[J]. Pratacultural science, 2013, 30(5): 687-693.
[8] 丁莉,杜凡,张大才.云南外来入侵植物研究[J].西部林业科学,2006,35(4):98-103. Ding L,Du F,Zhang D C.A study of alien invasive plant in Yunnan Province[J].Journal of west China forestry science,2006,35(4):98-103.
[9] 赖秀雅,吴庆玲,李想,等.浙江归化植物新资料[J].温州大学学报(自然科学版),2008,29(5):13-16. Lai X Y,Wu Q L,Li X,et al.New records of naturalized plant in Zhejiang Province[J].Journal of Wenzhou University(natural sciences), 2008,29(5):13-16.
[10] 朱碧华,朱大庆,罗赣丰.南昌市外来入侵花卉逸生现状及预防对策[J].南方农业学报,2014,45(4):596-600. Zhu B H,Zhu D Q,Luo G F.Naturalization status of alien invasive flowers and corresponding prevention and control measures in Nanchang[J].Journal of southern agriculture,2014,45(4):596-600.
[11] 徐海根,强胜.中国外来入侵生物[M].北京:科学出版社,2011:287-288. Xu H G,Qiang S.Alien invasive species in China[M].Beijing:Science Press,2011:287-288.
[12] 张波.北京东城区草本花卉园林应用的调查与研究[D]. 北京:中国林业科学研究院,2012:21. Zhang B.Investigation and study of landscape application of herbaceous flowers in Beijing Dongcheng District[D]. Beijing: Chinese Academy of Forestry, 2012: 21.
[13] 于冬梅.宁常、宁杭高速公路边坡生态防护及景观研究[D].南京:南京林业大学,2011:19-21. Yu D M, Ning C.Study on slope ecology protection and plants landscape of Ning-Chang and Ning-Hang expressway[D].Nanjing:Nanjing Forestry University,2011:19-21.
[14] 韩阳阳,王焱,项杨,等.基于Maxent生态位模型的松材线虫在中国的适生区预测分析[J].南京林业大学学报(自然科学版),2015,39(1):6-10. Han Y Y,Wan Y,Xiang Y,et al.Prediction of potential distribution of Bursaphelenchus xylophilus in China based on Maxent ecological niche model[J].Journal of Nanjing Forestry University(natural sciences edition),2015,39(1):6-10.
[15] 郑卉,何兴金. 苋属4种外来有害杂草在中国的适生区预测[J].植物保护,2011,37(2):81-86. Zheng H,He X J.Prediction of potential distribution of four alien invasive Amaranthus weeds in China[J]. Plant protection,2011,37(2):81-86.
[16] 何奇瑾,周广胜.我国春玉米潜在种植分布区的气候适宜性[J].生态学报,2012,32(12):3931-3939. He Q J,Zhou G S.Climatic suitability of potential spring maize cultivation distribution in China[J]. Acta ecologica sinica,2012,32(12):3931-3939.
[17] 马松梅,张明理,张宏祥,等. 利用最大熵模型和规则集遗传算法模型预测孑遗植物裸果木的潜在地理分布及格局[J]. 植物生态学报,2010,34(11):1327-1335. Ma S M,Zhang M L,Zhang H X,et al.Predicting potential geographical distributions and patterns of the relic plant Gymnocarpos przewalskii using maximum entropy and genetic algorithm for rule-set prediction[J].Chinese journal of plant ecology,2010,34(11):1327-1335.
[18] Phillips S J,Anderson R P,Schapire R E. Maximum entropy modeling of species geographic distributions[J]. Ecological modeling,2006,190(3):231-259.
[19] Elith J,Graham C H,Anderson R P,et al. Novel methods improve prediction of species' distributions from occurrence data[J]. Ecography,2006,29(2):129-151.
[20] 杨波,薛跃规,唐小飞,等.外来入侵植物飞机草在中国的适生区预测[J].植物保护,2009,35(4):70-73. Yang B, Xue Y G, Tang X F,et al.Predicting potential geographic distribution of Eupatorium odoratum in China[J].Plant protection,2009,35(4):70-73.
[21] 张海娟,陈勇,黄烈健,等.基于生态位模型的薇甘菊在中国适生区的预测[J].农业工程学报,2011,27(增1):413-418. Zhang H J, Chen Y, Huang L J, et al. Predicting potential geographic distribution of Mikania Micrantha planting based on ecological niche models in China[J]. Transactions of the CSAE, 2011, 27(S1): 413-418.
[22] 刘欣.基于GARP和MAXENT的空心莲子草在中国的入侵风险预测[D].济南:山东师范大学,2012:41. Liu X.Prediction of the invasion risk for alternanthera philoxeroides in China based on the GARP and MAXENT model[D].Jinan:Shandong Normal University,2012:41.
[23] 曹向峰,钱国良,胡白石,等.采用生态位模型预测黄顶菊在中国的潜在适生区[J].应用生态学报,2010,21(12):3063-3069. Cao X F,Qian G L,Hu B S,et al.Prediction of potential suitable distribution area of Flaveria bidentis in China based on niche models[J].Chinese journal of applied ecology,2010,21(12):3063-3069.
[24] 雷成军,徐海根.基于Maxent的加拿大一枝黄花在中国的潜在分布区预测[J].生态与农村环境学报,2010,26(2):137-141. Lei C J,Xu H G.Maxent-based prediction of potential distribution of Solidago canadensis in China[J].Journal of ecology and rural environment,2010,26(2):137-141.
[25] Swets K A. Measuring the accuracy of diagnostic systems[J].Science,1988,240(4857):1285-1293.
[26] 张颖,李君,林蔚,等.基于最大熵生态位元模型的入侵杂草春飞蓬在中国潜在分布区的预测[J].应用生态学报,2011,22(11):2970-2976. Zhang Y,Li J,Lin W,et al.Prediction of potential distribution area of Erigeron philadelphicus in China based on Maxent model[J].Chinese journal of applied ecology,2011,22(11):2970-2976.
[27] 刘勇涛,戴志聪,薛永来,等.外来入侵植物南美蟛蜞菊在中国的适生区预测[J].广东农业科学,2013,40(14):174-178. Liu Y T,Dai Z C,Xue Y L,et al.Prediction of suitable area of an alien invasive species(Wedelia trilobata)in China[J].Guangdong agriculture science,2013,40(14):174-178.
[28] 许志东,丁国华,刘保东,等.假苍耳的地理分布及潜在适生区预测[J].草业学报,2012,21(3):75-83. Xu Z D,Ding G H,Liu B D,et al.Geographic distribution and prediction of potential suitable regions of Iva xanthifolia [J].Acta prataculturae sinica,2012,21(3):75-83.
[29] 房锋,张朝贤,黄红娟,等.基于MaxEnt的麦田恶性杂草节节麦的潜在分布区预测[J].草业学报,2013,22(2):62-70. Fang F,Zhang C X,Huang H J,et al.Potential distribution of Tausch's goatgrass(Aegilops tauschii)in both China and the rest of the world as predicted by MaxEnt[J].Acta prataculturae sinica,2013,22(2):62-70.
[30] 岳茂峰,冯莉,田兴山,等.基于Maxent 的入侵植物刺轴含羞草的适生分布区预测[J].生物安全学报,2013,22(3):173-180. Yue M F,Feng L,Tian X S,et al.Maxent-based prediction of potential distribution areas of Mimosa pigra L.[J].Journal of biosafety,2013,22(3):173-180.
[31] 董旭,陈秀芝,娄玉霞,等.外来入侵植物草胡椒在我国的潜分布范围预测[J].浙江大学学报(农业与生命科学版),2013,39(6):621-628. Dong X,Cheng X Z,Lou Y X,et al.Prediction of potential invasion range of alien plant Peperomia pellucida in China[J].Journal of Zhejiang University(agric & life sci),2013,39(6):621-628.
[32] 雷军成, 徐海根.外来入侵植物假高粱在我国的潜在分布区分析[J].植物保护,2011,37(3):87-92. Lei J C,Xu H G.Prediction of the potential distribution of the alien invasive plant Sorghum halepense in China[J].Plant protection,2011,37(3):87-92.
[33] 郭水良,高平磊,娄玉霞.应用MaxEnt模型预测检疫性杂草毒莴苣在我国的潜分布范围[J].上海交通大学学报:农业科学版,2011,29(5):15-19. Guo S L,Gao P L,Lou Y X.Prediction of potential invasive range of quarantine weed Lactuca serriolain China by MaxEnt model[J].Journal of Shanghai Jiaotong University(agricultural science),2011,29(5):15-19.
[34] 郑景明,李俊清,孙启祥,等.外来木本植物入侵的生态预测与风险评价综述[J]. 生态学报,2008,28(11):5549-5560. Zheng J M,Li J Q,Sun Q X,et al.Review of ecological prediction and risk analysis on woody plant invasion[J]. Acta ecologica sinica,2008,28(11):5549-5560.
[35] 王静,黄正文,王寻.全球环境变化与生物入侵[J].成都大学学报:自然科学版,2012,31(1):29-34. Wang J,Huang Z W,Wang X.Global environmental change and biological invading[J].Journal of Chengdu University(natural science edition),2012,31(1):29-34.
PDF(1638802 KB)

Accesses

Citation

Detail
Sections
Recommended
The full text is translated into English by AI, aiming to facilitate reading and comprehension. The core content is subject to the explanation in Chinese.

Author

Reader

Reviewer

www.nldxb.njfu.edu.cn

Edited ＆ Published by Editorial Department of Nanjing Forestry University(Natural Sciences Edition)
Address： No.159 Longpan Road,Nanjing 210037 Jiangsu,P.R.China
E-mail ：xuebao@njfu.edu.cn , xuebao@njfu.com.cn
Telephone +86-25-85428247,85427076
Distributed by China International Book Trading Corporation P.O. Box 399, Beijing ,P.R. China

/

〈 〉