Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1117/12.674386 |
Using the RBFN model and GIS technique to assess wind erosion hazard of Inner Mongolia, China - art. no. 62981F | |
Shi, Huading; Liu, Jiyuan; Zhuang, Dafang; Hu, Yunfeng | |
通讯作者 | Shi, Huading |
会议名称 | Conference on Remote Sensing and Modeling of Ecosystems for Sustainability III |
会议日期 | AUG 14-16, 2006 |
会议地点 | San Diego, CA |
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. Many researchers have paid more attention to this issue. This paper select Inner Mongolia autonomous region as the research area, quantify the various indicators affecting the soil wind erosion, using the GIS technology to extract the spatial data, and construct the RBFN (Radial Basis Function Network) model for assessment of wind erosion hazard. After training the sample data of the different levels of wind erosion hazard, we get the parameters of the model, and then assess the wind erosion hazard. The result shows that in the Southern parts of Inner Mongolia wind erosion hazard are very severe, counties in the middle regions of Inner Mongolia vary from moderate to severe, and in eastern are slight. The comparison of the result with other researches shows that the result is in conformity with actual conditions, proving the reasonability and applicability of the RBFN model. |
英文关键词 | wind erosion hazard radial basis function network (RBFN) assessment Inner Mongolia China |
来源出版物 | Remote Sensing and Modeling of Ecosystems for Sustainability III |
ISSN | 0277-786X |
出版年 | 2006 |
卷号 | 6298 |
页码 | F2981-F2981 |
ISBN | 0-8194-6377-9 |
出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000243026400038 |
WOS关键词 | DUST ; DESERT ; FIELD |
WOS类目 | Ecology ; Remote Sensing |
WOS研究方向 | Environmental Sciences & Ecology ; Remote Sensing |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/296216 |
作者单位 | (1)CAS, Inst Geog Sci & Nat Resources Res, Beijing, 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 - art. no. 62981F[C]:SPIE-INT SOC OPTICAL ENGINEERING,2006:F2981-F2981. |
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