Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.1007/s12665-010-0498-2 |
Using the radial basis function network model to assess rocky desertification in northwest Guangxi, China | |
Zhang, Mingyang1,4,5; Wang, Kelin1,4; Zhang, Chunhua1,2,4; Chen, Hongsong1,4; Liu, Huiyu3; Yue, Yuemin1,4,5; Luffman, Ingrid2; Qi, Xiangkun1,4,5 | |
通讯作者 | Wang, Kelin |
来源期刊 | ENVIRONMENTAL EARTH SCIENCES
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ISSN | 1866-6280 |
EISSN | 1866-6299 |
出版年 | 2011 |
卷号 | 62期号:1页码:69-76 |
英文摘要 | Karst rocky desertification is a progressive process of land degradation in karst regions in which soil is severely, or completely, eroded. This process may be caused by natural factors, such as geological structure, and population pressure leading to poor ecosystem health and lagging economic development. Karst rocky desertification is therefore a significant obstacle to sustainable development in southwest China. We applied a radial basis function network model to assess the risk of karst rocky desertification in northwest Guangxi, a typical karst region located in southwest China. Factors known to influence karst rocky desertification were evaluated using remote sensing and geographic information systems techniques to classify the 23 counties in the study area from low to extreme risk of karst rocky desertification. Counties with extreme or strong karst rocky desertification risk (43.48%, nearly half of the study area) were clustered in the north, central and southeast portions of the study area. Counties with low karst rocky desertification (30.43%) were located in the west, northeast and southwest of the study area. The spatial distribution of karst rocky desertification was moderately correlated to population density. |
英文关键词 | Radial basis function network (RBFN) Karst rocky desertification Northwest Guangxi, China Remote sensing (RS) Geographic information systems (GIS) |
类型 | Article |
语种 | 英语 |
国家 | Peoples R China ; USA |
收录类别 | SCI-E |
WOS记录号 | WOS:000287575500008 |
WOS关键词 | KARST AREA |
WOS类目 | Environmental Sciences ; Geosciences, Multidisciplinary ; Water Resources |
WOS研究方向 | Environmental Sciences & Ecology ; Geology ; Water Resources |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/167917 |
作者单位 | 1.Chinese Acad Sci, Inst Subtrop Agr, Key Lab Agroecol Proc Subtrop Reg, Changsha 410125, Hunan, Peoples R China; 2.E Tennessee State Univ, Dept Geosci, Johnson City, TN 37614 USA; 3.Nanjing Normal Univ, Coll Geog Sci, Nanjing 210046, Peoples R China; 4.Chinese Acad Sci, Huanjiang Observat & Res Stn Karst Ecosyst, Huanjiang 547100, Peoples R China; 5.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China |
推荐引用方式 GB/T 7714 | Zhang, Mingyang,Wang, Kelin,Zhang, Chunhua,et al. Using the radial basis function network model to assess rocky desertification in northwest Guangxi, China[J],2011,62(1):69-76. |
APA | Zhang, Mingyang.,Wang, Kelin.,Zhang, Chunhua.,Chen, Hongsong.,Liu, Huiyu.,...&Qi, Xiangkun.(2011).Using the radial basis function network model to assess rocky desertification in northwest Guangxi, China.ENVIRONMENTAL EARTH SCIENCES,62(1),69-76. |
MLA | Zhang, Mingyang,et al."Using the radial basis function network model to assess rocky desertification in northwest Guangxi, China".ENVIRONMENTAL EARTH SCIENCES 62.1(2011):69-76. |
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文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
Using the radial bas(444KB) | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | 浏览 |
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