Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1080/10807030601105092 |
Ecological risk assessment of regions along the roadside of the Qinghai-Tibet highway and railway based on an artificial neural network | |
Chen Hui; Liu Jinsong; Cao Yu; Li Shuangcheng; Ouyang Huai | |
通讯作者 | Chen Hui |
来源期刊 | HUMAN AND ECOLOGICAL RISK ASSESSMENT
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ISSN | 1080-7039 |
出版年 | 2007 |
卷号 | 13期号:4页码:900-913 |
英文摘要 | A concept model of regional risk was constructed for the characteristics of ecosystems alongside the Qinghai-Tibet highway and railway based on the MLP (Multilayer perceptron) model. Seven indices such as snow hazard, drought hazard, and landslide were selected in order to evaluate the integrated ecological risk of the ecosystems along the study area. Results show that the Qaidam montane desert zone had the greatest average risk value (4.26), followed by the Golog-Nagqu high-cold scrub meadow zone (2.80) and the East Qinghai and Qilian montane steppe zone (2.73) among the ecosystems within the six natural zones within the study region. As far as land cover types are concerned, the top three ecological risk values appear in the needle-leaved forest (4.31), desert (4.12), and land without vegetation (3.62), which are higher than those in the other seven types in the study site. Although the risk values are influenced by natural factors and human activities, they are more strongly controlled by natural factors. According to the ecological risk characteristics, the ecosystems within the study area are subdivided into four subregions, including the Qaidam. basin region (high risk), the Xidatan to Damxung region (moderate risk), and the Eastern Qinghai-Qilian (slight risk) and Southern Xizang (Tibet) region (slighter risk). |
英文关键词 | ecological risk assessment artificial neural network MLP (multilayer perceptron) model natural factors artificial factors |
类型 | Article |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | SCI-E |
WOS记录号 | WOS:000248576100011 |
WOS关键词 | ALPINE GRADIENTS ; ROOT BIOMASS ; CHERRY-POINT ; STRESSOR ; MASSACHUSETTS ; PLATEAU ; DESIGN ; AREA |
WOS类目 | Biodiversity Conservation ; Environmental Sciences |
WOS研究方向 | Biodiversity & Conservation ; Environmental Sciences & Ecology |
来源机构 | 中国科学院地理科学与资源研究所 ; 北京大学 |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/154446 |
作者单位 | (1)Inst Geog Sci & Nat Resources Res, CAS, Beijing 100011, Peoples R China;(2)Hebei Normal Univ, Coll Resources & Environm Sci, Shijiazhuang, Peoples R China;(3)Zhejiang Univ, Coll Land Management SE, Hangzhou 310027, Peoples R China;(4)Peking Univ, Coll Agr & Environm Sci, Beijing 100871, Peoples R China |
推荐引用方式 GB/T 7714 | Chen Hui,Liu Jinsong,Cao Yu,et al. Ecological risk assessment of regions along the roadside of the Qinghai-Tibet highway and railway based on an artificial neural network[J]. 中国科学院地理科学与资源研究所, 北京大学,2007,13(4):900-913. |
APA | Chen Hui,Liu Jinsong,Cao Yu,Li Shuangcheng,&Ouyang Huai.(2007).Ecological risk assessment of regions along the roadside of the Qinghai-Tibet highway and railway based on an artificial neural network.HUMAN AND ECOLOGICAL RISK ASSESSMENT,13(4),900-913. |
MLA | Chen Hui,et al."Ecological risk assessment of regions along the roadside of the Qinghai-Tibet highway and railway based on an artificial neural network".HUMAN AND ECOLOGICAL RISK ASSESSMENT 13.4(2007):900-913. |
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