Arid
DOI10.1007/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
ISSN1866-6280
EISSN1866-6299
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
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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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