Past distribution of epiphyllous liverworts in China: The usability of historical data
文献类型：期刊论文
| 作者 | Jiang, Yanbin1; Wang, Tiejun2; Wu, Yupeng1; Hu, Ronggui1; Huang, Ke3; Shao, Xiaoming4 |
| 刊名 | ECOLOGY AND EVOLUTION
 |
| 出版日期 | 2018-08-01 |
| 卷号 | 8期号:15页码:7436-7450 |
| 关键词 | bryophytes environmental variables historical records maxent species distribution model |
| ISSN号 | 2045-7758 |
| DOI | 10.1002/ece3.4274 |
| 通讯作者 | Wang, Tiejun(t.wang@utwente.nl) ; Shao, Xiaoming(shaoxm@cau.edu.cn) |
| 英文摘要 | Epiphyllous liverworts form a special group of bryophytes that primarily grow on the leaves of understory vascular plants in tropical and subtropical evergreen broadleaf forests. Being sensitive to moisture and temperature changes, epiphyllous liverworts are often considered to be good indicators of climate change and forest degradation. However, they are a poorly collected and taxonomically complicated group, with an only partly identified distribution pattern. In this study, we built four models based on 24 environmental variables at four different spatial resolutions (i.e., 1km, 5km, 10km, and 15km) to predict the past distribution of epiphyllous liverworts in China, using Maxent model and 63 historical location records (i.e., presence-only data). Both area under the curve of the receiver operating characteristic (AUC) and true skill statistic (TSS) methods are used to assess the model performance. Results showed that the model with the predictors at a 15-km resolution achieved the highest predictive accuracy (AUC=0.946; TSS=0.880), although there was no statistically significant difference between the four models (p>0.05). The most significant environmental variables included aridity, annual precipitation, precipitation of wettest month, precipitation of wettest quarter, and precipitation of warmest quarter, annual mean NDVI, and minimum NDVI. The predicted suitable areas for epiphyllous liverworts were mainly located in the south of Yangtze River and seldom exceed 35 degrees N, which were consistent with the museum and herbarium records, as well as the historical records in scientific literatures. Our study further demonstrated the value of historical data to ecological and evolutionary studies. |
| WOS关键词 | SPECIES DISTRIBUTION MODELS ; HABITAT MODELS ; SAMPLE-SIZE ; CLIMATE-CHANGE ; GRAIN-SIZE ; PERFORMANCE ; BRYOPHYTES ; DIVERSITY ; CONSERVATION ; ACCURACY |
| 资助项目 | National Natural Science Foundation of China[31300356] ; Natural Science Foundation of Hubei Province[2016CFB556] ; Fundamental Research Funds for the Central Universities[2014BQ025] |
| WOS研究方向 | Environmental Sciences & Ecology ; Evolutionary Biology |
| 语种 | 英语 |
| WOS记录号 | WOS:000442492100016 |
| 出版者 | WILEY |
| 资助机构 | National Natural Science Foundation of China ; Natural Science Foundation of Hubei Province ; Fundamental Research Funds for the Central Universities |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/54400]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Wang, Tiejun; Shao, Xiaoming |
| 作者单位 | 1.Huazhong Agr Univ, Coll Resources & Environm, Minist Agr, Key Lab Arable Land Conservat Middle & Lower Reac, Wuhan, Hubei, Peoples R China 2.Univ Twente, Fac Geoinformat Sci & Earth Observat ITC, Enschede, Netherlands 3.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing, Peoples R China 4.China Agr Univ, Coll Resources & Environm Sci, Beijing Key Lab Biodivers & Organ Farming, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Jiang, Yanbin,Wang, Tiejun,Wu, Yupeng,et al. Past distribution of epiphyllous liverworts in China: The usability of historical data[J]. ECOLOGY AND EVOLUTION,2018,8(15):7436-7450. |
| APA | Jiang, Yanbin,Wang, Tiejun,Wu, Yupeng,Hu, Ronggui,Huang, Ke,&Shao, Xiaoming.(2018).Past distribution of epiphyllous liverworts in China: The usability of historical data.ECOLOGY AND EVOLUTION,8(15),7436-7450. |
| MLA | Jiang, Yanbin,et al."Past distribution of epiphyllous liverworts in China: The usability of historical data".ECOLOGY AND EVOLUTION 8.15(2018):7436-7450. |
入库方式： OAI收割
来源：地理科学与资源研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。