Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1002/ldr.784 |
Using the RBFN model and GIS technique to assess wind erosion hazard of inner Mongolia, China | |
Shi Huading; Liu Jiyuan; Zhuang Dafang; Hu Yunfeng | |
通讯作者 | Shi Huading |
来源期刊 | LAND DEGRADATION & DEVELOPMENT
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ISSN | 1085-3278 |
EISSN | 1099-145X |
出版年 | 2007 |
卷号 | 18期号:4页码:413-422 |
英文摘要 | Soil wind erosion is the primary process and the main driving force for land desertification and sand-dust storms in and and semi-arid areas of Northern China. While many researchers have studied this issue, this study quantified the various indicators of soil wind erosion, using the GIS technology to extract the spatial data and to construct a RBFN (Radial Basis Function Network) model for Inner Mongolia. By calibrating sample data of the different levels of wind erosion hazard, the model parameters were established, and then the assessment of wind erosion hazard. Results show that in the southern parts of Inner Mongolia wind erosion hazards are very severe, counties in the middle regions of Inner Mongolia vary from moderate to severe, and in eastern are slight. Comparison of the results with other research shows conformity with actual conditions, proving the reasonability and applicability of the RBFN model. Copyright (C) 2007 John Wiley & Sons, Ltd. |
英文关键词 | wind erosion hazard radial basis function network (RBFN) assessment inner Mongolia China |
类型 | Article |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | SCI-E |
WOS记录号 | WOS:000248318700005 |
WOS关键词 | DUST ; DESERT ; FIELD |
WOS类目 | Environmental Sciences ; Soil Science |
WOS研究方向 | Environmental Sciences & Ecology ; Agriculture |
来源机构 | 中国科学院地理科学与资源研究所 |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/155351 |
作者单位 | (1)Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China;(2)Chinese Acad Sci, Grad Sch, Beijing 100101, Peoples R China |
推荐引用方式 GB/T 7714 | Shi Huading,Liu Jiyuan,Zhuang Dafang,et al. Using the RBFN model and GIS technique to assess wind erosion hazard of inner Mongolia, China[J]. 中国科学院地理科学与资源研究所,2007,18(4):413-422. |
APA | Shi Huading,Liu Jiyuan,Zhuang Dafang,&Hu Yunfeng.(2007).Using the RBFN model and GIS technique to assess wind erosion hazard of inner Mongolia, China.LAND DEGRADATION & DEVELOPMENT,18(4),413-422. |
MLA | Shi Huading,et al."Using the RBFN model and GIS technique to assess wind erosion hazard of inner Mongolia, China".LAND DEGRADATION & DEVELOPMENT 18.4(2007):413-422. |
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