全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...
-  2016 

基于动态指数平滑模型的降雨诱发型滑坡预测
Rainfall-induced Landslide Prediction Based on Dynamic Exponential Smoothing Model

DOI: 10.13203/j.whugis20140276

Keywords: 指数平滑法,动态参数,滑坡,诱发因素,预测,
exponential smoothing
,dynamic parameters,landslide,predisposing factors,forecast

Full-Text   Cite this paper   Add to My Lib

Abstract:

为了快速而准确地分析降雨型滑坡的变形趋势,以指数平滑法为数学基础,从滑坡的实际演化阶段出发,建立外界主要诱发因素与模型参数的关联,引入月累积降雨量作为模型参数动态评估因子,对白家包滑坡90期累积位移数据进行了拟合及预测。最终拟合的累计位移平均绝对误差和相关系数分别为11.346和0.933。与传统的静态参数方法相比,这种方法更符合降雨型滑坡发展的一般规律,预测精度更高

References

[1]  Xu Chong, Liu Baoguo, Liu Yunkai, et al. Intelligent Analysis Model of Landslide Displacement Time Series Based on Coupling PSO-GPR[J]. <em>Rock and Soil Mechanics</em>,2011(6):1 669-1 675(徐冲,刘保国,刘开云,等.基于粒子群-高斯过程回归耦合算法的滑坡位移时序分析预测智能模型[J]. 岩土力学, 2011(6): 1 669-1 675)
[2]  Cojean R, Ca Y J. Analysis and Modeling of Slope Stability in the Three-Gorges Dam Reservoir (China)——the Case of Huangtupo Landslide[J]. <em>Journal of Mountain Science,</em> 2011(2): 166-175
[3]  Niu Ruiqing, Han Ge. A Technological Flow For Processing Landslide-monitoring Data Based on Data Mining[J].<em>Geomatics and Information Science of Wuhan University</em>, 2012, 37(7): 869-872(牛瑞卿,韩舸.利用数据挖掘的滑坡监测数据处理流程[J]. 武汉大学学报·信息科学版,2012,37(7):869-872)
[4]  Iverson R M, Reid M E. Acute Sensitivity of Landslide Rates to Initial Soil Porosity [J].<em> Science,</em>2000,290 (5 491):513-521
[5]  Nefeslioglu H A, Sezer E, Gokceoglu C, et al. Assessment of Landslide Susceptibility by Decision Trees in the Metropolitan Area of Istanbul, Turkey[J]. <em>Mathematical Problems in Engineering, </em>2010, doi:10.1155/2010/901095
[6]  Rm I, Rainfall J M J. Ground Water Flow and Seasonal Movement at Minor Creek Landslide, Northwestern California: Physical Interpretation of Empirical Relations[J]. <em>Bulletin of Geological Society of America,</em> 1987, 99(4):466-476
[7]  Yin Kunlong, Chen Lixia, Zhang Guirong. Regional Landslide Hazard Warning and Risk Assessment[J].<em>Earth Science Frontiers</em>,2007,14(6):85-97(殷坤龙,陈丽霞,张桂荣.区域滑坡灾害预测预警与风险评价[J].地学前缘,2007,14(6):85-97)
[8]  Peng Ling, Niu Ruiqing. Analysis on Deformation Characteristics and Influential Factors of Baijiabao Landslide in the Three Gorges Reservoir Area[J].<em>The Chinese Journal of Geological Hazard and Control,</em>2011(4):1-7(彭令,牛瑞卿. 三峡库区白家包滑坡变形特征与影响因素分析[J].中国地质灾害与防治学报, 2011(4): 1-7)
[9]  Wen Baoping, Li Yuan, Wang Xinglin, et al. Forecast and Countermeasures of Typical Loess Landslides[M]. Beijing: Geological Publishing House,1997(文宝萍,李媛,王兴林,等.黄土地区典型滑坡预测预报及减灾对策研究[M]. 北京:地质出版社,1997)
[10]  Baker R. Inter-relations Between Experimental and Computational Aspects of Slope Stability Analysis[J]. <em>International Journal for Numerical and Analytical Methods in Geomechanics,</em>2003,27(5):379-401
[11]  Yin Guangzhi, Zhang Weizhong, Zhang Dongming, et al. Forecasting of Landslide Displacement Based on Exponential Smoothing and Nonlinear Regression Analysis[J]. <em>Rock and Soil Mechanics</em>,2007(8): 1 725-1 728(尹光志,张卫中,张东明,等.基于指数平滑法与回归分析相结合的滑坡预测[J]. 岩土力学, 2007(8):1 725-1 728)
[12]  Duan Gonghao, Niu Ruiqing. A Methods Research Of Dynamic Data Mining For Landslide-Monitoring Data[J].<em>Journal of Yangtze River Scientific Research Institute</em>,2013(5):38-41(段功豪,牛瑞卿.滑坡监测动态数据挖掘方法研究[J]. 长江科学院院报, 2013(5): 38-41)
[13]  Wang Shangqing, Xu Jinjun, Luo Mian. Study on Warning of Dangerous State of Baishuihe Landslide in Three Gorges Reservoir Area[J]. <em>Geomatics and Information Science of Wuhan University, </em>2009,34(10): 1 218-1 221 (王尚庆,徐进军,罗勉.三峡库区白水河滑坡险情预警方法研究[J]. 武汉大学学报·信息科学版, 2009,34(10): 1 218-1 221)

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133