Home > Archive>Volume 26, Issue 1, 2018 >24-32. DOI:10.11926/jtsb.3796
PDF HTML XML Export Cite reminder
Studies on Potential Suitable Growth Areas and Protection of Camellia nitidissima Based on GIS and Maxent Model
Author:
  • Article
    • | |
  • Metrics
    • |
  • Reference [19]
    • |
  • Related [20]
    • |
  • Cited by [0]
    • | |
  • Comments
    Abstract:

    In order to clear the potential distribution region of rare plant Camellia nitidissima, the Maxent model was used to simulate the potential suitable habitats of C. nitidissima in China based on its distribution data as well as combined with climate, elevation, land use types and other environmental data, and then it was verified by using the ROC curve analysis method. The results showed that the suitable growth area of C. nitidissima was mainly located in the southwest areas of China, which is coincident with the known native sites, but not limited to sites already reported. The AUC area was 0.992 by using ROC curve, indicating that the predicting results were reliability. The major environmental factors affected C. nitidissima distribution (threshold) by Jackknife test included the annual average temperature (24.3℃), accumulated temperature (7 515.84℃), humidity in the driest season (14.5%), and average temperature in the wettest season (26.2℃). The disturbance of human activities to the habitat of C. nitidissima was evaluated quantitatively by Buffer analysis. All of these would be helpful for setting out conservation planning of C. nitidissima.

    Reference
    [1] HUANG M L, LIAO X P, LUO Y Y, et al. Climate ecological adaptability and division of Camellia nitidissima in Guangxi based on GIS[J]. Chin Agric Sci Bull, 2014, 30(1):163-168. 黄梅丽, 廖雪萍, 罗燕英, 等. 基于GIS的广西金花茶气候生态适宜性区划[J]. 中国农学通报, 2014, 30(1):163-168.
    [2] XU X T, YANG Y, WANG L S. Geographic distribution and potential distribution estimation of Pseudotaxus chienii[J]. J Plant Ecol, 2008, 35(5):1134-1145. doi:10.3773/j.issn.1005-264x.2008.05.018. 徐晓婷, 杨永, 王利松. 白豆杉的地理分布及潜在分布区估计[J]. 植物生态学报, 2008, 35(5):1134-1145. doi:10.3773/j.issn.1005-264x.2008.05.018.
    [3] LI G Q, LIU C C, LIU Y G, et al. Advances in theoretical issues of species distribution models[J]. Acta Ecol Sin, 2013, 33(16):4827-4835. doi:10.5846/stxb201212031735. 李国庆, 刘长成, 刘玉国, 等. 物种分布模型理论研究进展[J]. 生态学报, 2013, 33(16):4827-4835. doi:10.5846/stxb201212031735.
    [4] WU J G. Potential effects of climate change on the distribution of seven protected plants in China[J]. J Wuhan Bot Res, 2010, 28(4):437-452. doi:10.3724/SP.J.1142.2010.40437. 吴建国. 气候变化对7种保护植物分布的潜在影响[J]. 武汉植物学研究, 2010, 28(4):437-452. doi:10.3724/SP.J.1142.2010.40437.
    [5] WEI X, JIANG Y S, WEI J Q, et al. Investigation on the geographical distribution and habitat of Camellia nitidissima[J]. Ecol Environ, 2007, 16(3):895-899. doi:10.3969/j.issn.1674-5906.2007.03.039. 韦霄, 蒋运生, 韦记青, 等. 珍稀濒危植物金花茶地理分布与生境调查研究[J]. 生态环境, 2007, 16(3):895-899. doi:10.3969/j.issn. 1674-5906.2007.03.039.
    [6] CHAI S F, TANG J M, WANG M L, et al. Photosynthetic and physiological characteristics of Camellia petelotii seedlings under drought stress[J]. Acta Bot Boreali-Occid Sin, 2015, 35(2):322-328. doi:10.7606/j.issn.1000-4025.2015.02.0322. 柴胜丰, 唐健民, 王满莲, 等. 干旱胁迫对金花茶幼苗光合生理特性的影响[J]. 西北植物学报, 2015, 35(2):322-328. doi:10.7606/j. issn.1000-4025.2015.02.0322.
    [7] YANG Q H, LI X Q, YANG H S, et al. Photosynthetic ecophysiological characteristics of Camellia nitidissima seedlings[J]. J Beijing For Univ, 2010, 32(2):57-63. doi:10.13332/j.1000-1522.2010.02.010. 杨期和, 李旭群, 杨和生, 等. 金花茶幼苗光合生理生态特性研究[J]. 北京林业大学学报, 2010, 32(2):57-63. doi:10.13332/j.1000-1522.2010.02.010.
    [8] JIANG Y S, TANG H, WEI X, et al. Introduction and acclimatization of Camellia tunghiensis a rare and endangered plant[J]. Guihaia, 2010, 30(3):362-366. doi:10.3969/j.issn.1000-3142.2010.03.016. 蒋运生, 唐辉, 韦霄, 等. 珍稀濒危植物东兴金花茶引种驯化研究[J]. 广西植物, 2010, 30(3):362-366. doi:10.3969/j.issn.1000-3142. 2010.03.016.
    [9] DU J J, CHEN Z W. Method of path analysis with SPSS linear regression[J]. Bull Biol, 2010, 45(2):4-6. doi:10.3969/j.issn.0006-3193.2010.02.002. 杜家菊, 陈志伟. 使用SPSS线性回归实现通径分析的方法[J]. 生物学通报, 2010, 45(2):4-6. doi:10.3969/j.issn.0006-3193.2010.02.002.
    [10] LIU X Y, LI J S, ZHAO C Y, et al. Prediction of potential suitable area of Ambrosia artemisiifolia L. in China based on Maxent and ArcGIS[J]. J Plant Protec, 2016, 43(6):1041-1048. doi:10.13802/j.cnki. zwbhxb.2016.06.023. 柳晓燕, 李俊生, 赵彩云, 等. 基于Maxent模型和ArcGIS预测豚草在中国的潜在适生区[J]. 植物保护学报, 2016, 43(6):1041-1048. doi:10.13802/j.cnki.zwbhxb.2016.06.023.
    [11] QI G J, GAO Y, HUANG D C, et al. Historical invasion, expansion process and the potential geographic distributions for the rice water weevil, Lissorhoptrus oryzophilus in China based on Maxent[J]. J Plant Protec, 2012, 39(2):129-136. doi:10.13802/j.cnki.zwbhxb.2012. 02.006. 齐国君, 高燕, 黄德超, 等. 基于Maxent的稻水象甲在中国的入侵扩散动态及适生性分析[J]. 植物保护学报, 2012, 39(2):129-136. doi:10.13802/j.cnki.zwbhxb.2012.02.006.
    [12] SUN Y, SHI M C, PENG H, et al. Forest lighting fire forecasting for Daxing'anling Mountains based on Maxent model[J]. Chin J Appl Ecol, 2014, 25(4):1100-1106. doi:10.13287/j.1001-9332.2014.0086. 孙瑜, 史明昌, 彭欢, 等. 基于Maxent模型的黑龙江大兴安岭森林雷击火火险预测[J]. 应用生态学报, 2014, 25(4):1100-1106. doi:10.13287/j.1001-9332.2014.0086.
    [13] GAO B, WEI H Y, GUO Y L, et al. Using GIS and Maxent to analyze the potential distribution of Abies chensiensis[J]. Chin J Ecol, 2015, 34(3):843-852. doi:10.13292/j.1000-4890.2015.0114. 高蓓, 卫海燕, 郭彦龙, 等. 应用GIS和最大熵模型分析秦岭冷杉潜在地理分布[J]. 生态学杂志, 2015, 34(3):843-852. doi:10. 13292/j.1000-4890.2015.0114.
    [14] PEI K C, XU W L, LUO H R, et al. Climate adaptability of Camellia nitidissima Chi at flowering stage in Fangcheng, Guangxi[J]. J S Agric, 2016, 47(12):2084-2090. doi:10.3969/j:issn.2095-1191.2016.12.2084. 裴开程, 许文龙, 罗浩然, 等. 广西防城金花茶花期气候适应性分析[J]. 南方农业学报, 2016, 47(12):2084-2090. doi:10.3969/j:issn. 2095-1191.2016.12.2084.
    [15] XU Z F, HUANG J Y, HU H B, et al. A commentary on plant ex situ conservation and its researches in China nearly thirty years[J]. Guihaia, 2008, 28(6):764-774. doi:10.3969/j.issn.1000-3142.2008.06.013. 许再富, 黄加元, 胡华斌, 等. 我国近30年来植物迁地保护及其研究的综述[J]. 广西植物, 2008, 28(6):764-774. doi:10.3969/j.issn. 1000-3142.2008.06.013.
    [16] MA S M, NIE Y B, DUAN X, et al. The potential distribution and population protection priority of Amygdalus mongolica[J]. Acta Ecol Sin, 2015, 35(9):2960-2966. doi:10.5846/stxb201308292173. 马松梅, 聂迎彬, 段霞, 等. 蒙古扁桃植物的潜在地理分布及居群保护优先性[J]. 生态学报, 2015, 35(9):2960-2966. doi:10.5846/stxb201308292173.
    [17] DENG G Y. Literature analysis of Camellia nitidissima in China[J]. Guangxi Trop Agric, 2001(1):40-42. doi:10.3969/j.issn.2095-0764. 2001.01.025. 邓桂英. 我国金花茶研究的文献分析[J]. 广西热带农业, 2001(1):40-42. doi:10.3969/j.issn.2095-0764.2001.01.025.
    [18] ZHANG G L, ZHANG G S, ZHANG K, et al. Investigation and analysis of wild Camellia fascicularis in Yunnan Province[J]. Guangdong For Sci Technol, 2015, 31(1):45-48. doi:10.3969/j.issn.1006-4427.2015.01.009. 张贵良, 张贵生, 张昆, 等. 云南金花茶野生资源调查与分析[J]. 广东林业科技, 2015, 31(1):45-48. doi:10.3969/j.issn.1006-4427. 2015.01.009.
    [19] MOU Y L. Potential distribution of the forests in northern china and their variation trend under future climate scenario[D]. Lanzhou:Lanzhou University, 2010. 牟艳玲. 中国北方森林潜在分布及未来变化趋势[D]. 兰州:兰州大学, 2010.
    Comments
    Comments
    分享到微博
    Submit
Get Citation

谭钰凡,左小清.基于GIS与Maxent模型的金花茶潜在适生区与保护研究[J].热带亚热带植物学报,2018,26(1):24~32

Copy
Share
Article Metrics
  • Abstract:1720
  • PDF: 1425
  • HTML: 420
  • Cited by: 0
History
  • Received:July 20,2017
  • Revised:October 24,2017
  • Online: January 30,2018
Article QR Code
You are the first4641413 Visitors
Governing Body：中国科学院
Organizer：中国科学院华南植物园 广东省植物学会
Address：Xingke Road 723,Tianhe District,Guangzhou,China
Phone：+86 (0)20-3725 2514
Journal of Tropical and Subtropical Botany ® 2025 All Rights Reserved