摘要
针对溃坝损失评估涉及众多地理空间对象且影响因素多而复杂的特点,提出了GIS支持下基于支持向量机的溃坝损失评估方法。分析了溃坝损失的计算方法及其影响因素,通过灰色关联度模型建立了评估指标体系。详细探讨了GIS与支持向量机模型相结合进行溃坝损失评估的方法与实现过程。应用表明,该评估方法精度较高,效果较好。
In accordance with the characteristics of many go：graphical objects and many complex influencing factors existing in dam-break loss evaluation, an evaluation method of loss caused by dam-break based on GIS and support vector machine is put forward. Calculation methods and influencing factors of loss caused by dam-break are analyzed. The evaluation index system is established by the grey relation degree model. The method and implementation process on the evaluation of loss caused by dam-break according to the combination of GIS and SVM model are discussed in detail. Application shows that the evaluation method have good effect and high precision.
出处
《长江科学院院报》
CSCD
北大核心
2008年第4期28-32,共5页
Journal of Changjiang River Scientific Research Institute
基金
国家科技支撑计划课题(2006BAC14B03)
国家自然科学基金资助项目(50539010,50579010,50539110)
关键词
溃坝
损失评估
GIS
支持向量机
dam-break
loss evaluation
GIS
support vector machine
