HYDROLOGIC COMPONENTS OF WATERSHED-SCALE MODELS

This article briefly reviews the hydrologic components of prominent models used in agricultural and mixed land use watersheds and presents the current state-of-the-art in agricultural watershed modeling. The models included are Annualized Agricultural Nonpoint Source (AnnAGNPS), Areal Nonpoint Source Watershed Environment Response Simulation (ANSWERS-2000), Hydrologic Simulation Program - Fortran (HSPF), Soil and Water Assessment Tool (SWAT), Watershed Assessment Model (WAM), and Water Erosion Prediction Project (WEPP). Hydrologic components (e.g., precipitation, potential evapotranspiration (PET), infiltration-surface runoff, groundwater, and stream flow) are discussed for each of these models. Simulation of PET differs among selected watershed models, with some offering multiple PET options and others providing one method. The primary difference in the infiltration and surface runoff algorithms among watershed models is their empirical (e.g., curve number (CN) and Green-Ampt) or physical (e.g., Philip's) basis and their simulation time step. Groundwater components (such as interflow, tile drainage, shallow aquifer, and deep aquifer) may be one of the most variable hydrologic components among watershed models. Stream flow was routed predominantly by the selected models using the continuity equation and Manning's equation; other algorithms used were the Muskingum routing method, finite difference integration, and kinematic wave. The use of watershed models by agricultural and biological engineers continues to expand as new technologies, such as the integration of remote sensing and Geographic Information Systems (GIS), and computer capabilities improve and the expectations for high-quality results (including uncertainty analyses and multi-objective functions) increase.

[1]  Vassilios A. Tsihrintzis,et al.  Modeling of non-point source pollution in a Mediterranean drainage basin , 2006 .

[2]  Soroosh Sorooshian,et al.  Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information , 1998 .

[3]  H. L. Penman Natural evaporation from open water, bare soil and grass , 1948, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[4]  Anthony J. Jakeman,et al.  A review of erosion and sediment transport models , 2003, Environ. Model. Softw..

[5]  Jeffrey W. White,et al.  Interfacing Geographic Information Systems with Agronomic Modeling: A Review , 1999 .

[6]  Ying Ouyang,et al.  Simulating dynamic load of naturally occurring TOC from watershed into a river. , 2003, Water research.

[7]  Ronald L. Bingner,et al.  Cost effectiveness of agricultural BMPs for sediment reduction in the mississippi delta , 2002 .

[8]  R. Allen,et al.  History and Evaluation of Hargreaves Evapotranspiration Equation , 2003 .

[9]  John W. Nicklow,et al.  Multi-objective automatic calibration of SWAT using NSGA-II , 2007 .

[10]  Jeff Dozier,et al.  Estimating the spatial distribution of snow in mountain basins using remote sensing and energy balance modeling , 1998 .

[11]  Mahmood Nachabe,et al.  EQUIVALENCE BETWEEN TOPMODEL AND THE NRCS CURVE NUMBER METHOD IN PREDICTING VARIABLE RUNOFF SOURCE AREAS 1 , 2006 .

[12]  Bernard A. Engel,et al.  Utilizing web-based gis and sdss for hydrological land use change impact assessment , 2005 .

[13]  D. J. Mulla,et al.  Hydrology and the Management of Watersheds, 3rd ed. , 2003 .

[14]  Philip Jordan,et al.  A comparison of SWAT, HSPF and SHETRAN/GOPC for modelling phosphorus export from three catchments in Ireland. , 2007, Water research.

[15]  K. Beven,et al.  Modelling of streamflow at Slapton Wood using TOPMODEL within an uncertainty estimation framework. , 1996 .

[16]  J. Philip THE THEORY OF INFILTRATION: 1. THE INFILTRATION EQUATION AND ITS SOLUTION , 1957 .

[17]  N. Crawford,et al.  DIGITAL SIMULATION IN HYDROLOGY' STANFORD WATERSHED MODEL 4 , 1966 .

[18]  J. D. Garbrecht,et al.  Generating Representative Sequences of Daily Precipitation for Agricultural Simulations , 2003 .

[19]  Robert N. Eli,et al.  Curve Number Application in Continuous Runoff Models: An Exercise in Futility? , 2006 .

[20]  Theo A. Dillaha,et al.  ANSWERS-2000: RUNOFF AND SEDIMENT TRANSPORT MODEL , 1996 .

[21]  E. Albek,et al.  Hydrological modeling of Seydi Suyu watershed (Turkey) with HSPF , 2004 .

[22]  Kenneth N. Brooks,et al.  Hydrology and the Management of Watersheds , 1991 .

[23]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .

[24]  Dennis C. Flanagan,et al.  Assessing water erosion in small watersheds using WEPP with GIS and digital elevation models , 1999 .

[25]  Dimitris Tsintikidis,et al.  Precipitation Uncertainty and Raingauge Network Design within Folsom Lake Watershed , 2002 .

[26]  Mazdak Arabi,et al.  A probabilistic approach for analysis of uncertainty in the evaluation of watershed management practices , 2007 .

[27]  D. K. Borah,et al.  SEDIMENT AND NUTRIENT MODELING FOR TMDL DEVELOPMENT AND IMPLEMENTATION , 2006 .

[28]  Curtis L. Larson,et al.  Modeling infiltration during a steady rain , 1973 .

[29]  Raghavan Srinivasan,et al.  Estimation of Potential Evapotranspiration from NOAA-AVHRR Satellite , 2003 .

[30]  J. Philip,et al.  Theory of Infiltration , 1969 .

[31]  Jeffrey G. Arnold,et al.  Formulation of a hybrid calibration approach for a physically based distributed model with NEXRAD data input , 2004 .

[32]  Vijay P. Singh,et al.  Hydrological Simulation Program - Fortran (HSPF). , 1995 .

[33]  Vijay P. Singh,et al.  Evaluation of AMC-Dependent SCS-CN-Based Models Using Watershed Characteristics , 2006 .

[34]  C. Smith,et al.  Evaluation of a non-point source pollution model, AnnAGNPS, in a tropical watershed , 2007, Environ. Model. Softw..

[35]  Kyle R. Mankin,et al.  ASSESSMENT OF A GIS–AGNPS INTERFACE MODEL , 2002 .

[36]  Indrajeet Chaubey,et al.  UNCERTAINTY IN TMDL MODELS , 2006 .

[37]  Wesley W. Wallender,et al.  EVALUATION OF MODELING TOOLS FOR TMDL DEVELOPMENT AND IMPLEMENTATION , 2006 .

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

[39]  Kyle E. Juracek Estimation of potential runoff-contributing areas in Kansas using topographic and soil information , 1999 .

[40]  Zhulu Lin,et al.  Automatic Calibration and Predictive Uncertainty Analysis of a Semidistributed Watershed Model , 2006 .

[41]  Deva K. Borah,et al.  WATERSHED-SCALE HYDROLOGIC AND NONPOINT-SOURCE POLLUTION MODELS: REVIEW OF APPLICATIONS , 2004 .

[42]  R. Srinivasan,et al.  A global sensitivity analysis tool for the parameters of multi-variable catchment models , 2006 .

[43]  Misgana K. Muleta,et al.  Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model , 2005 .

[44]  Damien Raclot,et al.  Runoff and water erosion modelling using WEPP on a Mediterranean cultivated catchment , 2006 .

[45]  Tammo S. Steenhuis,et al.  Application of two hydrologic models with different runoff mechanisms to a hillslope dominated watershed in the northeastern US: a comparison of HSPF and SMR , 2003 .

[46]  E. A. Ampofo,et al.  Estimation of soil losses within plots as affected by different agricultural land management , 2002 .

[47]  Shu Tung Chu,et al.  Infiltration during an unsteady rain , 1978 .

[48]  D. K. Borah,et al.  WATERSHED-SCALE HYDROLOGIC AND NONPOINT-SOURCE POLLUTION MODELS: REVIEW OF MATHEMATICAL BASES , 2003 .

[49]  Yongping Yuan,et al.  EVALUATION OF ANNAGNPS ON MISSISSIPPI DELTA MSEA WATERSHEDS , 2000 .

[50]  William J. Elliot,et al.  EVALUATION OF RUNOFF PREDICTION FROM WEPP-BASED EROSION MODELS FOR HARVESTED AND BURNED FOREST WATERSHEDS , 2005 .

[51]  John R. Williams,et al.  Flood Routing With Variable Travel Time or Variable Storage Coefficients , 1969 .

[52]  Indrajeet Chaubey,et al.  SENSITIVITY ANALYSIS, CALIBRATION, AND VALIDATIONS FOR A MULTISITE AND MULTIVARIABLE SWAT MODEL 1 , 2005 .

[53]  Ian D. Moore,et al.  Modeling subsurface stormflow on steeply sloping forested watersheds , 1984 .

[54]  Vazken Andréassian,et al.  Soil Conservation Service Curve Number method: How to mend a wrong soil moisture accounting procedure? , 2005 .

[55]  I. Chaubey,et al.  7 Phosphorus Modeling in Soil and Water Assessment Tool (SWAT) Model , 2006 .

[56]  Jeffrey G. Arnold,et al.  HYDROLOGIC SIMULATION ON AGRICULTURAL WATERSHEDS: CHOOSING BETWEEN TWO MODELS , 2003 .

[57]  Isabelle Braud,et al.  Study of the rainfall-runoff process in the Andes region using a continuous distributed model , 1999 .

[58]  J. McNair,et al.  COMPARISON OF PROCESS‐BASED AND ARTIFICIAL NEURAL NETWORK APPROACHES FOR STREAMFLOW MODELING IN AN AGRICULTURAL WATERSHED 1 , 2006 .

[59]  Mark D. Abkowitz,et al.  INTERFACING GIS WITH WATER RESOURCE MODELS: A STATE‐OF‐THE‐ART REVIEW 1 , 2005 .

[60]  C. W. Richardson,et al.  HYDROLOGIC RESPONSE OF A SMALL WATERSHED MODEL TO GENERATED PRECIPITATION , 2000 .

[61]  C. W. Richardson,et al.  DATA REQUIREMENTS FOR ESTIMATION OF WEATHER GENERATION PARAMETERS , 2000 .

[62]  Remegio Confesor,et al.  Automatic Calibration of Hydrologic Models With Multi‐Objective Evolutionary Algorithm and Pareto Optimization 1 , 2007 .

[63]  A. Saleh,et al.  EVALUATION OF SWAT AND HSPF WITHIN BASINS PROGRAM FOR THE UPPER NORTH BOSQUE RIVER WATERSHED IN CENTRAL TEXAS , 2004 .

[64]  G. Ampt,et al.  Studies on Soil Physics: Part II — The Permeability of an Ideal Soil to Air and Water , 1912, The Journal of Agricultural Science.

[65]  John Doherty,et al.  Parameter estimation and uncertainty analysis for a watershed model , 2007, Environ. Model. Softw..

[66]  Soroosh Sorooshian,et al.  Multi-objective global optimization for hydrologic models , 1998 .

[67]  Hua-Sheng Hong,et al.  [Modelling pollutant loads and management alternatives in Jiulong River watershed with AnnAGNPS]. , 2005, Huan jing ke xue= Huanjing kexue.

[68]  Barbara Baginska,et al.  Modelling nutrient transport in Currency Creek, NSW with AnnAGNPS and PEST , 2003, Environ. Model. Softw..

[69]  W. Huber,et al.  Modeling of nonpoint-source water quality in urban and non-urban areas , 1991 .

[70]  R. Ragab,et al.  Simplicity versus complexity in modelling groundwater recharge in Chalk catchments , 2002 .

[71]  B Gharabaghi,et al.  Evaluation of AnnAGNPS in cold and temperate regions. , 2006, Water science and technology : a journal of the International Association on Water Pollution Research.

[72]  M. C. Chemelil,et al.  Modelling of Suspended Sediment Discharge for Masinga Catchment Reservoir in Kenya , 2003 .

[73]  K. C. Tien,et al.  Sensitivity of Passive Microwave Observations to Soil Moisture for Growing Vegetation , 2006 .

[74]  Raghavan Srinivasan,et al.  Alternative River Management Using a Linked GIS-Hydrology Model , 1995 .

[75]  C. T. Haan,et al.  Effect of Parameter Distributions on Uncertainty Analysis of Hydrologic Models , 1998 .

[76]  Mohamed M. Hantush,et al.  Hydrologic Modeling of an Eastern Pennsylvania Watershed with NEXRAD and Rain Gauge Data , 2006 .

[77]  Jeffrey G. Arnold,et al.  COMPARISON OF GREEN-AMPT AND CURVE NUMBER METHODS ON GOODWIN CREEK WATERSHED USING SWAT , 1999 .