Potential suitable distribution area and ecological characteristics of <i>Cerasus humilis</i>, an excellent tree species for windproof and sand fixation

Zhang Qin; Song Jingyuan; Shao Fei; Fu Shengchen; Sun Chengzhong; Yuan Lichai; Xie Caixiang

doi:10.13332/j.1000-1522.20170180

Journal of Beijing Forestry University > 2018 > 40(3): 66-74. > DOI: 10.13332/j.1000-1522.20170180

Zhang Qin, Song Jingyuan, Shao Fei, Fu Shengchen, Sun Chengzhong, Yuan Lichai, Xie Caixiang. Potential suitable distribution area and ecological characteristics of Cerasus humilis, an excellent tree species for windproof and sand fixation[J]. Journal of Beijing Forestry University, 2018, 40(3): 66-74. DOI: 10.13332/j.1000-1522.20170180

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Potential suitable distribution area and ecological characteristics of Cerasus humilis, an excellent tree species for windproof and sand fixation

1.
Institute of Medicinal Plant Development, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing 100193, China
2.
Jinan Geotechnical Investigation and Surveying Institute, Jinan 250101, Shandong, China
3.
University of International Business and Economics, Beijing 100124, China
4.
Chinese Academy of Surveying & Mapping, Beijing 100039, China

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Received Date: May 15, 2017
Revised Date: November 14, 2017
Published Date: February 28, 2018

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Abstract

Abstract

ObjectiveCerasus humilis, a unique ecological tree species in China, has significant ecological value and economic value in windproof and sand fixation, so it is important to predict the global potential habitat of C. humilis and analyze its niche, which is beneficial for its cultivation promotion and sand control.
MethodAccording to 379 distribution points of C.humilis and 19 ecological variables, four ecological niche models (BIOCLIM, DOMAIN, GARP, MAXENT) were used to predict the potential suitable distribution area of C. humilis and analyze its ecological characteristics. The predicted results were evaluated by two statistical criteria, the area under the receiver operating characteristic curve (AUC) and Kappa value.
ResultThe results showed that the potential distribution area of C.humilis was mainly located in the range of 30°-52° N and 102°-137° E, including China, South Korea, North Korea, and Russian Far East bordering northeast China. Besides, a small amount of area was located in Afghanistan and Tajikistan as well. Among them, the most suitable area was mainly distributed in China. The model evaluation results showed that the AUC values of the four models were above 0.85 and the Kappa values were above 0.7, indicating their good prediction accuracy and consistency, so they can well predict the potential suitable area of C. humilis. The ecological characteristics of the distribution area for C.humilis were that the range of annual average temperature was 3.2 - 13.9℃, the monthly mean value of diurnal temperature difference (max. temperature-min. temperature) was 10.1-13.0℃, the range of isothermality was 24 - 30, SD of temperature seasonality ranged from 9 234 to 13 581, precipitation of the wettest month ranged from 115 to 226mm, precipitation of the driest month was 2 to 10mm and the variation range of precipitation seasonality was 77 - 115.
ConclusionPotential suitable distributing area of C.humilis was mainly in temperate zone monsoon climate and the most suitable area was mainly located in northeastern and northern China, where large-scale cultivation of C.humilis can be achieved for desertification management. In Korean, North Korea, Russian Far East and Afghanistan, the suitability was relatively low, so small-scale cultivation trials can be conducted before expanding production.
- Cerasus humilis,
- niche model,
- potential suitable distributing area,
- model evaluation,
- ecological characteristics

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References

[1]	郭瑞霞, 管晓丹, 张艳婷.我国荒漠化主要研究进展[J].干旱气象, 2015, 33(3):505-514. http://d.old.wanfangdata.com.cn/Periodical/ghqx201503019 Guo R X, Guan X D, Zhang Y T. Main advances in desertification research in China[J]. Arid Meteorology, 2015, 33(3):505-514. http://d.old.wanfangdata.com.cn/Periodical/ghqx201503019
[2]	田卫堂, 胡维银, 李军, 等.我国水土流失现状和防治对策分析[J].水土保持研究, 2008, 15(4): 204-209. http://d.old.wanfangdata.com.cn/Periodical/stbcyj200804051 Tian W T, Hu W Y, Li J, et al. The status of soil and water loss and analysis of countermeasures in China[J]. Research of Soil and Water Conservation, 2008, 15(4): 204-209. http://d.old.wanfangdata.com.cn/Periodical/stbcyj200804051
[3]	薛晓芳, 杜俊杰.浅谈欧李的开发利用价值[J].落叶果树, 2012, 44(3): 23-26. doi: 10.3969/j.issn.1002-2910.2012.03.011 Xue X F, Du J J. Introduction to the development and utilization value of the Cerasus humilis[J]. Deciduous Fruits, 2012, 44(3): 23-26. doi: 10.3969/j.issn.1002-2910.2012.03.011
[4]	Li W D, Li O, Zhang A R, et al. Genotypic diversity of phenolic compounds and antioxidant capacity of Chinese dwarf cherry (Cerasus humilis) in China[J]. Scientia Horticulturae, 2014, 175 (1):208-213. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=159895640ab7e4a46eaf467bd2a009e3
[5]	王有信, 何卫军, 李学凤.欧李区域分布、种群演变与潜在价值研究[J].山西果树, 2015(4):12-14. doi: 10.3969/j.issn.1005-345X.2015.04.006 Wang Y X, He W J, Li X F. Study on regional distribution, evolution of population and potential value of Cerasus humilis[J]. Shanxi Fruits, 2015(4):12-14. doi: 10.3969/j.issn.1005-345X.2015.04.006
[6]	谢彩香, 宋经元, 韩建萍, 等.中药材道地性评价与区划研究[J].世界科学技术—中医药现代化, 2016, 18(6): 950-958. http://d.old.wanfangdata.com.cn/Periodical/sjkxjs-zyxdh201606003 Xie C X, Song J Y, Han J P, et al. Research on genuineness evaluation and regionalization of Chinese medicinal materials[J]. Modernization of Traditional Chinese Medicine and Materia Medica-World Science and Technology, 2016, 18(6): 950-958. http://d.old.wanfangdata.com.cn/Periodical/sjkxjs-zyxdh201606003
[7]	李雪梅, 程小琴.生态位理论的发展及其在生态学各领域中的应用[J].北京林业大学报, 2007, 29(增刊2): 294-298. http://www.cqvip.com/QK/95250X/2007S2/3000298706.html Li X M, Cheng X Q. Development of niche theory and its application in each fields of ecology[J]. Journal of Beijing Forestry University, 2007, 29(Suppl.2): 294-298. http://www.cqvip.com/QK/95250X/2007S2/3000298706.html
[8]	李丰刀女, 朱金兆, 朱清科.生态位理论及其测度研究进展[J].北京林业大学报, 2003, 25(1): 100-107. http://d.old.wanfangdata.com.cn/Periodical/bjlydxxb200301022 Li J, Zhu J Z, Zhu Q K. A review on niche theory and niche metrics[J]. Journal of Beijing Forestry University, 2003, 25(1): 100-107. http://d.old.wanfangdata.com.cn/Periodical/bjlydxxb200301022
[9]	张琴, 曾凡琳, 张东方, 等.基于最大熵模型的三七生态适宜区及生态特征[J].药学学报, 2016, 51(10): 1629-1637. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=yxxb201610017 Zhang Q, Zeng F L, Zhang D F, et al. Ecology suitability regions and ecological characteristics of Panax notoginseng (Burk.) F.H.Chen based on maximum entropy model[J]. Acta Pharmaceutica Sinica, 2016, 51(10): 1629-1637. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=yxxb201610017
[10]	张东方, 张琴, 郭杰, 等.基于MaxEnt模型的当归全球生态适宜区和生态特征研究[J].生态学报, 2017, 37(15):5111-5120. http://d.old.wanfangdata.com.cn/Periodical/stxb201715019 Zhang D F, Zhang Q, Guo J, et al. Research on the global ecological suitability and characteristics of regions with Angelica sinensis based on the MaxEnt model[J]. Acta Ecologica Sinica, 2017, 37(15):5111-5120. http://d.old.wanfangdata.com.cn/Periodical/stxb201715019
[11]	Kulhanek S A, Leung B, Ricciardi A. Using ecological niche models to predict the abundance and impact of invasive species: application to the common carp[J]. Ecological Applications, 2011, 21(1): 203-213. doi: 10.1890/09-1639.1
[12]	Busby J R. BIOCLIM-a bioclimate analysis and prediction system[J]. Plant Protection Quarterly, 1991, 6(1): 8-9. http://cn.bing.com/academic/profile?id=1410e748b5a38dcaa86db9db1e1057fa&encoded=0&v=paper_preview&mkt=zh-cn
[13]	Carpenter G, Gillison A N, Winter J. DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals[J]. Biodiversity & Conservation, 1993, 2(6): 667-680. http://d.old.wanfangdata.com.cn/NSTLQK/NSTL_QKJJ0230914906/
[14]	Stockwell D, Peters D. The GARP modeling system:problems and solutions to automated spatial prediction[J]. International Journal of Geographical Information Science, 1999, 13(2): 143-158. https://www.researchgate.net/publication/200734884_The_GARP_modelling_system_Problems_and_solutions_to_automated_spatial_prediction
[15]	Phillips S J, Anderson R P, Schapire R E. Maximum entropy modeling of species geographic distributions[J]. Ecological Modelling, 2006, 190(3/4): 231-259. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=513ad30f4c7f7f66533cb6ca7bde514f
[16]	王鹏飞, 李立锋, 杜俊杰, 等.不同地域野生欧李及其近缘植物亲缘关系的RAPD分析[J].植物遗传资源学报, 2015, 16(1):119-126. http://d.old.wanfangdata.com.cn/Periodical/zwyczyxb201501018 Wang P F, Li L F, Du J J, et al. Genetic diversity among wild Chinese dwarf cherry from different regions and its closely related plant species based on RAPD analysis[J]. Journal of Plant Genetic Resources, 2015, 16(1):119-126. http://d.old.wanfangdata.com.cn/Periodical/zwyczyxb201501018
[17]	Mu X P, Liu M, Wang P F, et al. Agrobacterium-mediated transformation and plant regeneration in Chinese dwarf cherry (Cerasus humilis)[J]. The Journal of Horticultural Science and Biotechnology, 2016, 91 (1):71-78. doi: 10.1080/14620316.2015.1110994
[18]	王鹏飞, 薛晓芳, 穆晓鹏, 等.不同酸度欧李果实有机酸积累特性与相关代谢酶活性分析[J].中国农业科学, 2013, 46(19):4101-4109. doi: 10.3864/j.issn.0578-1752.2013.19.016 Wang P F, Xue X F, Mu X P, et al. Analysis of organic acid accumulation characteristics and organic acid-metabolizing enzyme activities of Chinese dwarf cherry (Cerasus humilis) fruit[J]. Scientia Agricultura Sinica, 2013, 46(19):4101-4109. doi: 10.3864/j.issn.0578-1752.2013.19.016
[19]	Yin Z P, Ren J, Zhou L J, et al. Water deficit mechanisms in perennial shrubs Cerasus humilis leaves revealed by physiological and proteomic analyses[J]. Proteome Science, 2016, 15:9. doi: 10.1186/s12953-017-0117-1
[20]	尹赜鹏, 刘雪梅, 商志伟, 等.不同干旱胁迫下欧李光合及叶绿素荧光参数的响应[J].植物生理学报, 2011, 47(5):452-458. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zwslxtx201105005 Yin Z P, Liu X M, Shang Z W, et al. Response of photosynthesis and chlorophy Ⅱ fluorescence parameters to different drought stress in Cerasus humilis[J]. Plant Physiology Communications, 2011, 47(5):452-458. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=zwslxtx201105005
[21]	Wang P F, Mu X P, Du J J, et al. Flavonoid content and radical scavenging activity in fruits of Chinese dwarf cherry (Cerasus humilis) genotypes[J]. Journal of Forestry Research, 2017(25):1-9. http://d.old.wanfangdata.com.cn/Periodical/lyyj201801005
[22]	文浩, 任广喜, 高雅, 等.欧李种子质量检验规程及分级标准研究[J].中国中药杂志, 2014, 39(21):4191-4196. http://d.old.wanfangdata.com.cn/Periodical/zgzyzz201421021 Wen H, Ren G X, Gao Y, et al. Procedure of seed quality testing and seed grading standard of Prunus humilis[J]. China Journal of Chinese Materia Medica, 2014, 39(21):4191-4196. http://d.old.wanfangdata.com.cn/Periodical/zgzyzz201421021
[23]	朱耿平, 刘国卿, 卜文俊, 等.生态位模型的基本原理及其在生物多样性保护中的应用[J].生物多样性, 2013, 21(1): 90-98. http://d.old.wanfangdata.com.cn/Periodical/swdyx201301012 Zhu G P, Liu G Q, Bu W J, et al. Ecological niche modeling and its applications in biodiversity conservation[J]. Biodiversity Science, 2013, 21(1): 90-98. http://d.old.wanfangdata.com.cn/Periodical/swdyx201301012
[24]	Hortal J, Roura N, Sanders N J, et al. Understanding (insect) species distributions across spatial scales[J]. Ecography, 2010, 33(1): 51-53. doi: 10.1111/eco.2010.33.issue-1
[25]	Graham M H. Confronting multicollinearity in ecological multiple regression[J]. Ecology, 2003, 84(11): 2809-2815. doi: 10.1890/02-3114
[26]	Zhang M G, Ferry Slik J W, Ma K P. Using species distribution modeling to delineate the botanical richness patterns and phytogeographical regions of China[J]. Scientific Reports, 2016, 3: 1-9. doi: 10.18203/issn.2454-2156.IntJSciRep20164839
[27]	Vanagas G. Receiver operating characteristic curves and comparison of cardiac surgery risk stratification systems[J]. Interactive Cardiovascular and Thoracic Surgery, 2004, 3(2): 319-322. doi: 10.1016/j.icvts.2004.01.008
[28]	Manel S, Williams H C, Ormerod S J. Evaluating presence-absence models in ecology: the need to account for prevalence[J]. Journal of Applied Ecology, 2001, 38(5): 921-931. http://cn.bing.com/academic/profile?id=09c9637338a4c6e26af95cdd6bda5532&encoded=0&v=paper_preview&mkt=zh-cn
[29]	文检, 宋经元, 谢彩香, 等.基于最大信息熵模型的能源物种麻疯树潜在适宜区[J].植物科学学报, 2016, 34(6): 849-856. http://d.old.wanfangdata.com.cn/Periodical/whzwxyj201606004 Wen J, Song J Y, Xie C X, et al. Identification of potential distribution areas for energy plant Jatropha curcas L.using the maxent entropy model[J]. Plant Science Journal, 2016, 34(6): 849-856. http://d.old.wanfangdata.com.cn/Periodical/whzwxyj201606004
[30]	杨建莹, 梅旭荣, 严昌荣, 等.华北地区气候资源的空间分布特征[J].中国农业气象, 2013, 31(增刊1):1-5. http://cdmd.cnki.com.cn/Article/CDMD-82101-1011159138.htm Yang J Y, Mei X R, Yan C R, et al. Study on spatial pattern of climatic resources in North China[J]. Chinese Journal of Agrometeorology, 2013, 31(Suppl. 1): 1-5. http://cdmd.cnki.com.cn/Article/CDMD-82101-1011159138.htm
[31]	Hernandez P A, Graham C H, Master L L, et al. The effect of sample size and species characteristics on performance of different species distribution modeling methods[J]. Ecography, 2006, 29(5): 773-785. doi: 10.1111/eco.2006.29.issue-5
[32]	Anderson R P, Lew D, Peterson A T. Evaluating predictive models of species' distributions: criteria for selecting optimal models[J]. Ecological Modelling, 2003, 162: 211-232. doi: 10.1016/S0304-3800(02)00349-6
[33]	Aguirre-Gutiérrez J, Carvalheiro L G, Polce C, et al. Fit-for-purpose: species distribution model performance depends on evaluation criteria - Dutch hoverflies as a case study[J/OL]. PloS One, 2013, 8(5): e63708[2017-05-03]. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3653807/.

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Potential suitable distribution area and ecological characteristics of Cerasus humilis, an excellent tree species for windproof and sand fixation

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