globalchange  > 气候减缓与适应
DOI: 10.1007/s10661-018-7130-4
WOS记录号: WOS:000452308100001
论文题名:
Habitat selection and prediction of the spatial distribution of the Chinese horseshoe bat (R-sinicus) in the Wuling Mountains
作者: Liang, Liang1,2; Luo, Xiang1; Liu, Zhixiao3; Wang, Jiahui1; Huang, Ting1; Li, Erzhu1
通讯作者: Liang, Liang ; Liu, Zhixiao
刊名: ENVIRONMENTAL MONITORING AND ASSESSMENT
ISSN: 0167-6369
EISSN: 1573-2959
出版年: 2019
卷: 191, 期:1
语种: 英语
英文关键词: Habitat selection ; Spatial distribution prediction ; Rhinolophus sinicus ; Logistic regression model
WOS关键词: HYPERSPECTRAL VEGETATION INDEXES ; NATIONAL NATURE-RESERVE ; POTENTIAL DISTRIBUTION ; CLIMATE-CHANGE ; SOUTH ; LANDSCAPE ; ROOSTS ; IMPACT
WOS学科分类: Environmental Sciences
WOS研究方向: Environmental Sciences & Ecology
英文摘要:

Habitat selection by the Chinese horseshoe bat (Rhinolophus sinicus) in the Wuling Mountains was studied in this paper. Global positioning system (GPS), remote sensing (RS) and geographic information system (GIS) technologies were used to obtain ground survey data and analyse the habitat factors driving the distribution of R. sinicus. Based on these basic data, a binary logistic regression method was used to establish habitat selection models of R. sinicus. Then, the corrected Akaike information criterion (AIC(C)) was used to screen an optimal model, and the Hosmer-Lemeshow test indicated that the optimal model has suitable goodness of fit. Finally, the optimal model was used to predict the spatial distribution of R. sinicus in the Wuling Mountains. Verification analysis showed that the overall accuracy of the model was 72.7% and that the area under the curve (AUC) value was 0.947, which indicated that the model was effective for predicting suitable habitat for R. sinicus. The model results also showed that the main factors that influenced habitat selection were slope, annual mean temperature and distances from roads, rivers and residential land. R. sinicus preferred areas far from roads and residential land and areas near rivers. Generally, higher values of slope and annual mean temperature were associated with a greater likelihood of R. sinicus presence. Therefore, the protection of the water bodies surrounding R. sinicus habitats and fully addressing the impacts of human activities on R. sinicus habitats are recommended to protect the survival and reproduction of the population.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/125844
Appears in Collections:气候减缓与适应

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作者单位: 1.Jiangsu Normal Univ, Sch Geog Geomat & Planning, Xuzhou 221116, Jiangsu, Peoples R China
2.Nanjing Univ, Sch Geog & Oceanog Sci, Nanjing 210008, Jiangsu, Peoples R China
3.Jishou Univ, Coll Biol & Environm Sci, Jishou 416000, Hunan, Peoples R China

Recommended Citation:
Liang, Liang,Luo, Xiang,Liu, Zhixiao,et al. Habitat selection and prediction of the spatial distribution of the Chinese horseshoe bat (R-sinicus) in the Wuling Mountains[J]. ENVIRONMENTAL MONITORING AND ASSESSMENT,2019-01-01,191(1)
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