期刊文献+

基于Copula模型的降雨量与土壤饱和度的模拟研究 被引量:3

Simulation Study on Precipitation and Soil Saturation Based on Copula Model
下载PDF
导出
摘要 采用两步法,针对云南东川蒋家沟流域的降雨量与土壤饱和度,建立了边缘为皮尔逊Ⅲ型的Clayton Copula模型,分析了降雨量和土壤饱和度之间相关结构,以及两变量重现期,模拟了流域内土壤饱和度的变化情况。实例表明所构造的Clayton Copula模型能比较好地模拟出流域内土壤饱和度在降雨情况下逐日变化情况,有助于进一步认识降水对土壤饱和度的作用过程,并为分析泥石流灾害的发生提供了一种新思路。 Considering precipitation and soil saturation of Jiangjiagou valley in Dongchuan of Yunnan Province,a Clayton Copula model with Pearson type Ⅲ marginal distribution is established by two-step method. The related structure and recurrence interval of precipitation and soil saturation are analyzed,and changes of soil saturation are simulated. Practical examples verify that the Clayton Copula model can better simulate daily changes of soil saturation in precipitation situations,can help people further understand the action process of rainfalls to soil saturation,and provide a new method of analysis on the occurrence of debris flow disasters.
出处 《灾害学》 CSCD 2010年第3期20-23,52,共5页 Journal of Catastrophology
基金 中国科学院山地灾害与地表过程重点实验室开放基金研究项目 中央高校基本科研业务费专项资金资助(SWJTU09CX075)
关键词 泥石流 土壤饱和度 Clayton COPULA模型 二元联合分布 重现期 云南东川 蒋家沟流域 debris flow soil saturation Clayton Copula model binary joint distribution recurrence interval Dong Chuan of Yunnan Province Jiangjiagou valley
  • 相关文献

参考文献13

  • 1韦方强,胡凯衡,陈杰.泥石流预报中前期有效降水量的确定[J].山地学报,2005,23(4):453-457. 被引量:45
  • 2Patton AJ.Modeling time-varying exchange rate dependence using the conditional copula[C] //Working Paper of Department of Economics.San Diego:University of California,2001. 被引量:1
  • 3Patton AJ.Estimation of copula models for time series of possibly different lengths[C] //Working Paper of Department of Economics.San Diego:University of California,2001. 被引量:1
  • 4Rodriguez J C.Measuring financial contagion:a copula approach[C] //Working Paper of European Institute for Statistics Probability,Operation Research and their Applications,Eurandom,2003. 被引量:1
  • 5Zhang L.Multivariate hydrological fiequency analysis and risk mapping[D].Louisiana:Louisiana State University,2005. 被引量:1
  • 6Salvatore G,Francesco S.Asymmetric copula in multivariate flood frequency analysis[J].Advances in Water Resources,2006,29:1155-1167. 被引量:1
  • 7肖义..基于Copula函数的多变量水文分析计算研究[D].武汉大学,2007:
  • 8肖义,郭生练,熊立华,刘攀,方彬.一种新的洪水过程随机模拟方法研究[J].四川大学学报(工程科学版),2007,39(2):55-60. 被引量:51
  • 9Salvadori G,De Michele C.Statistical characterization of temporal structure of storms[J].Advances in Water Resources,2006,29(6):827 -842. 被引量:1
  • 10李彦恒,史保平,张健.联结(copula)函数在概率地震危险性分析中的应用[J].地震学报,2008,30(3):292-301. 被引量:3

二级参考文献34

共引文献100

同被引文献50

  • 1刘皑国,江远安,罗昂,黄艳.喀什地区地质灾害的规划和预报[J].沙漠与绿洲气象,2005(z1):52-54. 被引量:2
  • 2侯芸芸,宋松柏,赵丽娜,王剑峰.基于Copula函数的3变量洪水频率研究[J].西北农林科技大学学报(自然科学版),2010,38(2):219-228. 被引量:38
  • 3Chong-yu XU,Elin WIDEN,Sven HALLDIN.Modelling Hydrological Consequences of Climate Change—Progress and Challenges[J].Advances in Atmospheric Sciences,2005,22(6):789-797. 被引量:14
  • 4Zhang Qiang, Xu Chong-Yu, Chen Yongqin David, et al. Spatialassessment of hydrologic alteration across the Pearl River Dell, China, and possible underlying causes [ J]. Hydrological Proces- ses, 2009, 23:1565 - 1574. 被引量:1
  • 5Yue S. Joint probability distribution of annual maximum storm peaks and amounts as represented by daily rainfalls [ J ]. Hydro- science Journal, 2000, 45(2) : 315 -326. 被引量:1
  • 6Zhang L, Singh V P. Bivariate rainfall frequency distributions using Archimedean copulas [ J]. Journal of Hydrology, 2007,332:93 - 109. 被引量:1
  • 7Buhe A, Tsuchiya K, Kaneko M, et al. Land cover of oases and forest in XinJiang, China retrieved from ASTER data [J]. Ad- vances in Space Research, 2007, 39 ( 1 ) : 39 - 45. 被引量:1
  • 8Zhang Qiang, Xu Chongyu, Chen Xiaohong, et al. Statistical be- haviours of precipitation regimes in China and theire links with at-mospheric circulation 1960 - 2005 [ J ]. International Journal of Climatology, 2010, DOI: 10. 1002/joe. 2193. 被引量:1
  • 9Li X M, Jiang F Q, Li L H, et ol. Spatial and temporal variability of precipitation concentration index, concentration degree and con-centration period in Xinjiang, China [ J]. Intemational Journal of Climatology, 2010, DOI: 10. 1002/joc. 2181. 被引量:1
  • 10Richard J. A review of twentieth century drought indices used in the united states [ J ]. American Meteorological Society, 2002 : 1149 - 1165. 被引量:1

引证文献3

二级引证文献48

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部