长江流域资源与环境 >> 2022, Vol. 31 >> Issue (2): 336-344.doi: 10.11870/cjlyzyyhj202202008

• 自然资源 • 上一篇    下一篇

基于MaxEnt模型的湖北石首麋鹿国家级自然保护区散养麋鹿夏季生境适宜性评价

杨  超1,范韦莹1,3,蔡晓斌1,王学雷1,张玉铭2*,李鹏飞2   

  1. (1. 中国科学院精密测量科学与技术创新研究院/环境与灾害监测评估湖北省重点实验室, 湖北 武汉 430071; 2. 湖北石首麋鹿国家级自然保护区管理处, 湖北 石首 434400; 3. 中国科学院大学, 北京 100049)
  • 出版日期:2022-02-20 发布日期:2022-03-21

Habitat Suitability Assessment of Père David’s Deer in Summer of Shishou Milu National Nature Reserve based on Maximum Entropy (MaxEnt) Model

YANG Chao1, FAN Wei-ying1,3,CAI Xiao-bin1, WANG Xue-lei1, ZHANG Yu-ming2,  LI Peng-fei2   

  1. (1. Key Laboratory for Environment and Disaster Monitoring and Evaluation of Hubei, Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430071, China; 2. HuBei Shishou Milu National Nature Reserve, Shishou 434400, China; 3. University of Chinese Academy of Sciences, Beijing 100049, China)
  • Online:2022-02-20 Published:2022-03-21

摘要: 科学评价散养麋鹿(Elaphurus davidianus)生境的适宜性,可为散养麋鹿生境改造及野化麋鹿栖息地保护与管理提供科学依据。为了开展湖北石首麋鹿国家级自然保护区围栏内散养麋鹿的生境改造和有效管理,2019年5~8月,采用无人机航拍和实地调查获取了围栏内散养麋鹿的分布位点数据,并基于Google Earth影像数据对麋鹿生境类型进行面向对象的解译分类,分析了散养麋鹿种群的分布与不同生境类型的关系,运用MaxEnt模型对围栏内散养麋鹿夏季的生境适宜性进行了评价。结果显示,MaxEnt模型的评价效果达到了优秀水平(训练集AUC=0.910),裸地距离、泥滩地距离和林地距离是夏季麋鹿生境的主要环境特征变量,综合贡献值分别为35.2%、34.5%和15.7%。生境因子的敏感性分析表明,随着距泥滩地距离、低草地距离、裸地距离的增加,生境适宜度逐渐降低,散养麋鹿的出现概率也逐渐降低;保护区核心区内麋鹿生境适宜区类型主要以低草地和泥滩地为主,适宜区面积为338.84  hm2,占核心区总面积的27.41%。夏季麋鹿在保护区内倾向于栖息在保护区核心区中南部的泥滩地、低草地和裸地等生境类型上,在该保护区有限环境容纳量的背景下,应加强保护区内部麋鹿适宜栖息地生境类型的营造,同时推动新的麋鹿迁地保护区建立。

Abstract: Habitat suitability assessment of the free-ranging Père David’s Deer (Elaphurus davidianus) in Shishou Milu National Nature Reserve is very important for conserving and restoring species diversity. From May to August 2019, presence data of Père David’s Deer in the nature reserve were obtained by aerial photography and field survey. Based on the Google Earth images in May 27th, 2019, the object-based random forest classification method was used to classify the habitat types. Then we utilized Maximum Entropy (MaxEnt) model to assess the suitability of habitat in summer. Results showed that the accuracy of the MaxEnt model was excellent (mean AUC is 0.910). The distance from the bareland, the mudflat, and the forest were the main environmental factors influencing habitat suitability for Père David’s Deer, with contribution rates of 35.2%, 34.5%, and 15.7% respectively. The sensitivity analysis of habitat factors showed that with the increase of the distance from mudflat、bareland and forest, the habitat suitability and the occurrence probability of Père David’s Deer both decreased. The suitable habitat area was 338.84 hm2, accounting for 27.41% of the whole core area. Areas with a high suitability for Père David’s Deer were mudflat, grassland and bareland, which located in the central and southern region of the Nature Reserve. Results from our study suggest that the managers need to build a diversified landscape in the reserve and establish new ex-situ conservation area in the middle Yangtze basin.

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