Disaggregation Model of Daily Rainfall and Its Application in the Xiaolihe Watershed, Yellow River

In the continuous simulation of the whole sediment process in Coarse Sediment Area, one of the outstanding problems is getting rainfall data with high spatial and temporal resolution. For the calculation in Digital Watershed Model of Yellow River, one characteristic is huge calculation, as calculation is carried out on each river segment, with 797 river segments in a drainage area of 807km^2. A down-scaling method was proposed which could disaggregate daily rainfall data into one-hour timescale rapidly. This method was based on rain-cell conception and relationships between rainfall depth and duration time grouped by month. Secondly, several event-related characteristics, the distribution of event amount, event start time and the concurrency of number of even ts on a day of the generated hourly rainfall series, were compared with the observed data. Thirdly, this method was used in the hydrology simulation of water and sediment erosion in Xiaolihe Watershed. The analysis indicated that, the proposed method could be used to down-scale daily rainfall series to hourly, and then used in the simulation of sediment process with Digital Watershed Model of Yellow River.

[1]  Paul S. P. Cowpertwait,et al.  Further developments of the neyman‐scott clustered point process for modeling rainfall , 1991 .

[2]  P. E. O'connell,et al.  A Regionalised Neyman-Scott Model of Rainfall with Convective and Stratiform Cells , 1997 .

[3]  Demetris Koutsoyiannis A stochastic disaggregation method for design storm and flood synthesis , 1994 .

[4]  P. Troch,et al.  Evaluation of cluster-based rectangular pulses point process models for rainfall , 1994 .

[5]  Yeboah Gyasi-Agyei,et al.  A stochastic model for daily rainfall disaggregation into fine time scale for a large region , 2007 .

[6]  Christian Onof,et al.  Rainfall modelling using Poisson-cluster processes: a review of developments , 2000 .

[7]  Zhang Xue-song Study on Effect of Uncertainty in Spatial Distribution of Rainfall on Runoff and Sediment Modeling , 2004 .

[8]  Yeou-Koung Tung,et al.  Stochastic generation of hourly rainstorm events , 2006 .

[9]  Flavie Cernesson,et al.  Stochastic model for generating hourly hyetographs , 1996 .

[10]  Patrick Arnaud,et al.  Using a stochastic model for generating hourly hyetographs to study extreme rainfalls , 1999 .

[11]  Garry R. Willgoose,et al.  A HYBRID MODEL FOR POINT RAINFALL MODELING , 1997 .

[12]  David A. Woolhiser,et al.  Disaggregation of daily rainfall , 1987 .

[13]  Nicola Rebora,et al.  RainFARM: Rainfall Downscaling by a Filtered Autoregressive Model , 2006 .

[14]  M. Kavvas,et al.  Stochastic Point Rainfall Modeling for Correlated Rain Cell Intensity and Duration , 2006 .

[15]  Guangqian Wang,et al.  Digital Yellow River Model , 2007 .

[16]  Christian Onof,et al.  Rainfall disaggregation using adjusting procedures on a Poisson cluster model , 2001 .

[17]  Stochastic downscaling of LAM predictions: an example in the Mediterranean area , 2005 .

[18]  H. Wheater,et al.  Improved fitting of the Bartlett-Lewis Rectangular Pulse Model for hourly rainfall , 1994 .

[19]  Peter K. Dunn,et al.  A daily rainfall disaggregation model , 1998 .