Arid
DOI10.1117/12.674386
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
ISSN0277-786X
出版年2006
卷号6298
页码F2981-F2981
ISBN0-8194-6377-9
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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