Impact of Wenchuan earthquake on the giant panda habitat in Wolong National Nature Reserve, China

被引:3
|
作者
Kou, Cheng [1 ,2 ]
Xu, Yu-Yue [1 ,2 ]
Ke, Chang-Qing [1 ,2 ]
He, Yu-Ting [3 ]
机构
[1] Nanjing Univ, Jiangsu Prov Key Lab Geog Informat Sci & Technol, Nanjing 210023, Jiangsu, Peoples R China
[2] Nanjing Univ, Key Lab Satellite Mapping Technol & Applicat, State Adm Surveying Mapping & Geoinformat China, Nanjing 210023, Jiangsu, Peoples R China
[3] Penn State Univ, Dept Meteorol, University Pk, PA 16802 USA
基金
中国国家自然科学基金;
关键词
Wenchuan earthquake; giant panda habitat; land cover change; support vector machines; habitat suitability index; weighted usable area; SUPPORT VECTOR MACHINES; SUITABILITY INDEX; CLASSIFICATION; MODEL;
D O I
10.1117/1.JRS.8.083507
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Monitoring the change of the giant panda habitat is essential to protect this endangered species. The Wolong National Nature Reserve (WNNR) of China, the giant panda habitat, was struck by the Wenchuan earthquake (M = 8.0) on May 12, 2008, and was seriously damaged. Landsat images covering the WNNR on four dates, one before and three after the earthquake, are classified using support vector machines to generate land cover maps (with an overall accuracy of similar to 90% and Kappa coefficients of similar to 0.86). The habitat suitability index and weighted usable area (WUA) are calculated to evaluate the changes of the habitat suitability of the WNNR. The results indicate that the forest area dropped by similar to 10% due to the earthquake. The forest located in the east of Wolong town, the home of numerous giant pandas, suffered the most. The WUA decreased significantly after the earthquake, and was showing improvement in 2013, although still not fully recovered to the level of priori earthquake. The habitat between 1200 and 1300 m above sea level (m a.s.l.) was particularly vulnerable and was slowly recovering. Further effective management is necessary to restore and protect the giant panda habitat. (C) 2014 Society of Photo-Optical Instrumentation Engineers (SPIE)
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Impact of earthquake-induced landslide on the habitat suitability of giant panda in Wolong, China
    Meng Qing-kai
    Miao Fang
    Zhen Jing
    Huang Yan
    Wang Xin-yuan
    Peng Ying
    JOURNAL OF MOUNTAIN SCIENCE, 2016, 13 (10) : 1789 - 1805
  • [2] Temporal changes in giant panda habitat connectivity across boundaries of Wolong Nature Reserve, China
    Vina, Andres
    Bearer, Scott
    Chen, Xiaodong
    He, Guangming
    Linderman, Marc
    An, Li
    Zhang, Hemin
    Ouyang, Zhiyun
    Liu, Jianguo
    ECOLOGICAL APPLICATIONS, 2007, 17 (04) : 1019 - 1030
  • [3] Impacts of the Wenchuan Earthquake on the Giant Panda Nature Reserves in China
    Deng Xiangzheng
    Jiang Qunou
    Ge Quansheng
    Yang Linsheng
    JOURNAL OF MOUNTAIN SCIENCE, 2010, 7 (02) : 197 - 206
  • [4] Impacts of the Wenchuan Earthquake on the giant panda nature reserves in China
    Xiangzheng Deng
    Qunou Jiang
    Quansheng Ge
    Linsheng Yang
    Journal of Mountain Science, 2010, 7 : 197 - 206
  • [5] Impacts of the Wenchuan Earthquake on the Giant Panda Nature Reserves in China
    DENG Xiangzheng1
    JournalofMountainScience, 2010, 7 (02) : 197 - 206
  • [6] Impact of China's May 12 earthquake on Giant Panda habitat in Wenchuan County
    Xu, Weihua
    Dong, Rencai
    Wang, Xuezhi
    Ouyang, Zhiyun
    Li, Zhiqi
    Xiao, Yi
    Zhang, Jindong
    JOURNAL OF APPLIED REMOTE SENSING, 2009, 3
  • [8] A remote sensing-based analysis on the impact of Wenchuan Earthquake on the core value of World Nature Heritage Sichuan Giant Panda Sanctuary
    Hui Yu
    Yongtao Zhao
    Yuewei Ma
    Yulian Sun
    Hu Zhang
    Shihong Yang
    Yong Luo
    Journal of Mountain Science, 2011, 8
  • [9] A remote sensing-based analysis on the impact of Wenchuan Earthquake on the core value of World Nature Heritage Sichuan Giant Panda Sanctuary
    Yu Hui
    Zhao Yongtao
    Ma Yuewei
    Sun Yulian
    Zhang Hu
    Yang Shihong
    Luo Yong
    JOURNAL OF MOUNTAIN SCIENCE, 2011, 8 (03) : 458 - 465
  • [10] Spatiotemporally monitoring forest landscape for giant panda habitat through a high learning-sensitive neural network in Guanyinshan Nature Reserve in the Qinling Mountains, China
    Liu, Xuehua
    Wu, Pengfeng
    Shao, Xiaoming
    Songer, Melissa
    Cai, Qiong
    Zhu, Yun
    He, Xiangbo
    ENVIRONMENTAL EARTH SCIENCES, 2017, 76 (17)