Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia

被引:157
|
作者
Pradhan, Biswajeet [1 ,2 ]
Chaudhari, Amruta [1 ,3 ]
Adinarayana, J. [3 ]
Buchroithner, Manfred F. [1 ]
机构
[1] Tech Univ Dresden, Inst Cartog, Fac Forestry Geo & Hydrosci, D-01062 Dresden, Germany
[2] Univ Putra Malaysia, Inst Adv Technol, UPM, Selangor Darul 43400, Ehsan, Malaysia
[3] Indian Inst Technol, CSRE, Bombay 400076, Maharashtra, India
关键词
Soil erosion; Frequency ratio analysis; GIS; Landslides; Land use/cover; Remote sensing; USLE; Malaysia; NEURAL-NETWORK MODEL; INFORMATION-SYSTEM; LAND MANAGEMENT; QUANTIFICATION; AREAS;
D O I
10.1007/s10661-011-1996-8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this paper, an attempt has been made to assess, prognosis and observe dynamism of soil erosion by universal soil loss equation (USLE) method at Penang Island, Malaysia. Multi-source (map-, space- and ground-based) datasets were used to obtain both static and dynamic factors of USLE, and an integrated analysis was carried out in raster format of GIS. A landslide location map was generated on the basis of image elements interpretation from aerial photos, satellite data and field observations and was used to validate soil erosion intensity in the study area. Further, a statistical-based frequency ratio analysis was carried out in the study area for correlation purposes. The results of the statistical correlation showed a satisfactory agreement between the prepared USLE-based soil erosion map and landslide events/locations, and are directly proportional to each other. Prognosis analysis on soil erosion helps the user agencies/decision makers to design proper conservation planning program to reduce soil erosion. Temporal statistics on soil erosion in these dynamic and rapid developments in Penang Island indicate the co-existence and balance of ecosystem.
引用
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页码:715 / 727
页数:13
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