长江科学院院报2012，Vol.29Issue(12)：24-29,6.DOI:10.3969/j.issn.1001-5485.2012.12.006
面向对象的三峡库区新生型滑坡空间预测研究
Object-Oriented Spatial Prediction for Neogenic Landside in the Three Gorges Reservoir Area
摘要
Abstract
During the operation of the Three Gorges Reservoir, the reservoir water level fluctuation could induce old landslide revivification and trigger new landslides ( neogenic landslides). The aim of this study is to provide basis. for the prevention and treatment of these neogenic landslides. A prediction method with object-oriented C5.0 decision tree model was presented. Evaluation factors were selected, including reservoir water fluctuation, slope gradient, engineering rock group, slope structure and image texture. On the basis of RS interpretation, field investigation , and with RS, GIS and spatial data mining technology, the spatial prediction model for neogenic landslide was built, and the susceptibility map was obtained. The bank slope of Zigui segment in the reservoir area was taken as a case study. Verification shows that the prediction results are consistent with the actual situation关键词
三峡库区/新生型滑坡/面向对象/C5.0决策树/空间预测Key words
Three Gorges Reservoir area/ neogenic landslide/ object-oriented/ C5.0 decision tree/ spatial prediction分类
天文与地球科学引用本文复制引用
许霄霄,牛瑞卿..面向对象的三峡库区新生型滑坡空间预测研究[J].长江科学院院报,2012,29(12):24-29,6.基金项目
国家高技术研究发展计划(863)(2009AA122004) （863）
国家自然科学基金项目(4067225) （4067225）
国土资源部三峡库区三期地质灾害防治重大科学研究项目(SXKY3-3-2) （SXKY3-3-2）
