Rainfall estimation in SWAT: An alternative method to simulate orographic precipitation

Summary The input of water from precipitation is one of the most important aspects of a hydrologic model because it controls the basin’s water budget. The model should reproduce the amount and distribution of rainfall in the basin, spatially and temporally. SWAT (Soil and Water Assessment Tool) is one of the most widely used hydrologic models. In this paper the rainfall estimation in SWAT is revised, focusing on the treatment of orographic precipitation. SWAT was applied to the Odiel river basin (SW Spain), with a surface of 2300 km 2 . Results show that SWAT does not reflect reallisticaly the spatial distribution of rainfall in the basin. In relation to orographic precipitation, SWAT estimates the daily precipitation in elevation bands by adding a constant amount to the recorded precipitation in the rain gauge, which depends on the increase in precipitation with altitude and the difference between the mean elevation of each band and the elevation of the recording gauge. This does not reflect rainfall in the subbasin because the increase in precipitation with altitude actually it is not constant, but depends on the amount of rainfall. An alternative methodology to represent the temporal distribution of orographic precipitation is proposed. After simulation, the deviation of runoff volume using the SWAT elevation bands was appreciably higher than that obtained with the proposed methodology.

[1]  W. Cao,et al.  Multi‐variable and multi‐site calibration and validation of SWAT in a large mountainous catchment with high spatial variability , 2006 .

[2]  S. Sorooshian,et al.  Measurement and analysis of small-scale convective storm rainfall variability , 1995 .

[3]  J. Marquínez,et al.  Estimation models for precipitation in mountainous regions: the use of GIS and multivariate analysis , 2003 .

[4]  P. Crochet,et al.  Enhancing radar estimates of precipitation over complex terrain using information derived from an orographic precipitation model. , 2009 .

[5]  George H. Hargreaves,et al.  Moisture availability and crop production. , 1975 .

[6]  K. Beven Rainfall-Runoff Modelling: The Primer , 2012 .

[7]  M. Parlange,et al.  Improved interpolation of meteorological forcings for hydrologic applications in a Swiss Alpine region , 2011 .

[8]  Markus Weiler,et al.  Uncertainty of Precipitation Estimates Caused by Sparse Gauging Networks in a Small, Mountainous Watershed , 2011 .

[9]  Jeffrey G. Arnold,et al.  Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations , 2007 .

[10]  Indrajeet Chaubey,et al.  Regionalization of SWAT Model Parameters for Use in Ungauged Watersheds , 2010 .

[11]  D. A. Woolhiser,et al.  Impact of small-scale spatial rainfall variability on runoff modeling , 1995 .

[12]  Paul A. DeBarry Watersheds: Processes, Assessment and Management , 2004 .

[13]  A. Rango,et al.  MERITS OF STATISTICAL CRITERIA FOR THE PERFORMANCE OF HYDROLOGICAL MODELS1 , 1989 .

[14]  L. González Modelización hidrológica del río Odiel: aplicación al estudio de la contaminación por drenaje ácido de minas , 2011 .

[15]  Rajat Bindlish,et al.  Disaggregation of rainfall for one-way coupling of atmospheric and hydrological models in regions of complex terrain , 2000 .

[16]  Dan B. Jaynes,et al.  Effect of the accuracy of spatial rainfall information on the modeling of water, sediment, and NO3–N loads at the watershed level , 2005 .

[17]  L. Galván,et al.  Application of the SWAT model to an AMD-affected river (Meca River, SW Spain). Estimation of transported pollutant load , 2009 .

[18]  C. Lloyd Assessing the effect of integrating elevation data into the estimation of monthly precipitation in Great Britain , 2005 .

[19]  J. Arnold,et al.  SWAT2000: current capabilities and research opportunities in applied watershed modelling , 2005 .

[20]  M. Arabi,et al.  Representation of agricultural conservation practices with SWAT , 2008 .

[21]  Indrajeet Chaubey,et al.  QUANTIFYING MODEL OUTPUT UNCERTAINTY DUE TO SPATIAL VARIABILITY OF RAINFALL 1 , 1999 .

[22]  Eike Luedeling,et al.  Climate change sensitivity assessment of a highly agricultural watershed using SWAT , 2009 .

[23]  A. H. Thiessen PRECIPITATION AVERAGES FOR LARGE AREAS , 1911 .

[24]  Vladimir U. Smakhtin,et al.  Assessing the Impact of Areal Precipitation Input on Streamflow Simulations Using the SWAT Model 1 , 2011 .

[25]  K. Abbaspour,et al.  Modelling hydrology and water quality in the pre-alpine/alpine Thur watershed using SWAT , 2007 .

[26]  Carlos Ruiz Cánovas,et al.  Hydrochemical characteristics and seasonal influence on the pollution by acid mine drainage in the Odiel river Basin (SW Spain) , 2009 .

[27]  Wolfgang Schilling,et al.  Errors in Stormwater Modeling—A Quantitative Assessment , 1986 .

[28]  Jacques Lavabre,et al.  Impact of imperfect rainfall knowledge on the efficiency and the parameters of watershed models , 2001 .

[29]  F. Moral Comparison of different geostatistical approaches to map climate variables: application to precipitation , 2010 .

[30]  P. Fiener,et al.  Comparison and evaluation of spatial interpolation schemes for daily rainfall in data scarce regions , 2012 .

[31]  J. Nash,et al.  River flow forecasting through conceptual models part I — A discussion of principles☆ , 1970 .

[32]  David D. Bosch,et al.  Effect of spatial distribution of rainfall on temporal and spatial uncertainty of SWAT output. , 2009 .

[33]  J. Arnold,et al.  Advances in the application of the SWAT model for water resources management , 2005 .

[34]  Soroosh Sorooshian,et al.  A 'User-Friendly' approach to parameter estimation in hydrologic models , 2006 .

[35]  J. Arnold,et al.  Development of a snowfall-snowmelt routine for mountainous terrain for the soil water assessment tool (SWAT) , 2002 .

[36]  Soroosh Sorooshian,et al.  Toward improved calibration of hydrologic models: Combining the strengths of manual and automatic methods , 2000 .

[37]  M. Clark,et al.  Probabilistic Quantitative Precipitation Estimation in Complex Terrain , 2005 .

[38]  Huade Guan,et al.  Geostatistical Mapping of Mountain Precipitation Incorporating Autosearched Effects of Terrain and Climatic Characteristics , 2005 .

[39]  P. Goovaerts Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall , 2000 .

[40]  John R. Williams,et al.  LARGE AREA HYDROLOGIC MODELING AND ASSESSMENT PART I: MODEL DEVELOPMENT 1 , 1998 .