Evaluation of two empirical wind erosion models in arid and semi-arid regions of China and the USA

Wind erosion models are important tools for assessing soil erodibility and identifying management practices to control erosion. The Agricultural Policy/Environmental eXtender (APEX) model and Revised Wind Erosion Equation (RWEQ) were tested using data collected from the Tarim Basin of China and Columbia Plateau of the United States of America. Adequate performance in simulating soil loss was achieved using the original APEX model and RWEQ in respectively a cotton field and desert-oasis ecotone in the Tarim Basin and winter wheat - summer fallow (WW-SF) field in the Columbia Plateau. We calibrated the APEX model and RWEQ to improve performance because both models have many empirical parameters. After calibration, both models adequately simulated soil loss from all land use types except the RWEQ from the red date orchard in the Tarim Basin. Inadequate performance of the calibrated RWEQ in the red date orchard was likely due to underestimating maximum mass transport. Performance of the APEX model and RWEQ was tested in China and USA.The wind erosion models were compared under different land cover types.Both models, when uncalibrated, inadequately simulated soil loss.Calibration improved the performance of both models.

[1]  Brenton Sharratt,et al.  Validation of WEPS for soil and PM10 loss from agricultural fields within the Columbia Plateau of the United States , 2007 .

[2]  R. Papendick,et al.  Then and Now: 125 Years of Dryland Wheat Farming in the Inland Pacific Northwest , 2008 .

[3]  Brenton Sharratt,et al.  Windblown dust influenced by conventional and undercutter tillage within the Columbia Plateau, USA , 2009 .

[4]  T. M. Zobeck,et al.  ESTIMATION OF SOIL MICRORELIEF , 1990 .

[5]  Y. Shao Physics and Modelling of Wind Erosion , 2001 .

[6]  Hong Yang,et al.  Using MODAWEC to generate daily weather data for the EPIC model , 2009, Environ. Model. Softw..

[7]  M. P. Petrov,et al.  Deserts of the world , 1978 .

[8]  K. N. Potter,et al.  EVALUATION OF EPIC'S WIND EROSION SUBMODEL USING DATA FROM SOUTHERN ALBERTA , 1998 .

[9]  Lawrence J. Hagen,et al.  Comparison of wind erosion measurements in Germany with simulated soil losses by WEPS , 2004, Environ. Model. Softw..

[10]  Jay D. Atwood,et al.  Sensitivity analysis of APEX for national assessment , 2006 .

[11]  Derek Karssenberg,et al.  Calibration of RWEQ in a patchy landscape; a first step towards a regional scale wind erosion model , 2010 .

[12]  Yaping Shao,et al.  A climatology of Northeast Asian dust events , 2003 .

[13]  Ted M. Zobeck,et al.  Validation of the Revised Wind Erosion Equation (RWEQ) for single events and discrete periods. , 2001 .

[14]  Gary Feng,et al.  Comparison of Measured and Simulated Friction Velocity and Threshold Friction Velocity Using SWEEP , 2014 .

[15]  D. W. Fryrear,et al.  Wind erosion : Field length , 1996 .

[16]  C. Willmott ON THE VALIDATION OF MODELS , 1981 .

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

[18]  Miguel Quemada,et al.  Ground cover and leaf area index relationship in a grass, legume and crucifer crop. , 2018 .

[19]  Ali Saleh,et al.  RWEQ: improved wind erosion technology. , 2000 .

[20]  Lawrence J. Hagen,et al.  Evaluation of the Wind Erosion Prediction System (WEPS) erosion submodel on cropland fields , 2004, Environ. Model. Softw..

[21]  L. Hedges,et al.  Statistical Methods for Meta-Analysis , 1987 .

[22]  G. Feng,et al.  Threshold friction velocity influenced by wetness of soils within the Columbia Plateau , 2013 .

[23]  Jaehak Jeong,et al.  EPIC and APEX: Model Use, Calibration, and Validation , 2012 .

[24]  Ramaswamy,et al.  Tropospheric Aerosol Climate Forcing in Clear-Sky Satellite Observations over the Oceans. , 1999, Science.

[25]  J. D. Bilbro,et al.  Relating Plant Canopy Characteristics to Soil Transport Capacity by Wind , 1997 .

[26]  V. Vaddella,et al.  Threshold friction velocity of crusted windblown soils in the Columbia Plateau , 2014 .

[27]  Leon Lyles,et al.  A Simulation Model of Daily Wind Erosion Soil Loss , 1983 .

[28]  A. S. Donigian,et al.  WATERSHED MODEL CALIBRATION AND VALIDATION: THE HSPF EXPERIENCE , 2002 .

[29]  Larry E. Wagner,et al.  A history of Wind Erosion Prediction Models in the United States Department of Agriculture: The Wind Erosion Prediction System (WEPS) , 2013 .

[30]  Brenton Sharratt,et al.  Loss of soil and PM10 from agricultural fields associated with high winds on the Columbia Plateau , 2007 .

[31]  Brenton Sharratt,et al.  Evaluation of the SWEEP model during high winds on the Columbia Plateau , 2009 .

[32]  T. W. Popham,et al.  Validation of the wind erosion stochastic simulator (WESS) and the revised wind erosion equation (RWEQ) for single events , 2004, Environ. Model. Softw..

[33]  David C. Nielsen,et al.  Canopy Cover and Leaf Area Index Relationships for Wheat, Triticale, and Corn , 2012 .

[34]  D. W. Fryrear,et al.  A field dust sampler , 1986 .

[35]  Ted M. Zobeck,et al.  Validation of WEQ, RWEQ and WEPS wind erosion for different arable land management systems in the Argentinean Pampas , 2008 .

[36]  E. L. Skidmore,et al.  Wind erosion climatic erosivity , 1986 .

[37]  Takeshi Kuroda,et al.  Simulation of the Martian Atmosphere Using a CCSR/NIES AGCM , 2005 .

[38]  Brenton Sharratt,et al.  Threshold friction velocity of soils within the Columbia Plateau , 2012 .

[39]  Gary Feng,et al.  Validation of SWEEP for Contrasting Agricultural Land Use Types in the Tarim Basin , 2014 .

[40]  Sankaran Mahadevan,et al.  Multi-fidelity approach to dynamics model calibration , 2016 .

[41]  Eufemia Tarantino,et al.  Calibration of the AquaCrop model for winter wheat using MODIS LAI images , 2016 .

[42]  David G. Chandler,et al.  Evidence for direct suspension of loessial soils on the Columbia Plateau , 2004 .

[43]  G. Feng,et al.  Performance of the SWEEP model affected by estimates of threshold friction velocity. , 2014 .

[44]  M. Mikami,et al.  Regional Difference in the Characteristic of Dust Event in East Asia: Relationship among Dust Outbreak, Surface Wind, and Land Surface Condition , 2005 .

[45]  J. E. Stout,et al.  WIND EROSION WITHIN A SIMPLE FIELD , 1990 .

[46]  Jiaqiang Lei,et al.  Validation of SWEEP for creep, saltation, and suspension in a desert–oasis ecotone , 2016 .

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

[48]  Liwang Ma,et al.  Root Zone Water Quality Model (RZWQM2): Model Use, Calibration, and Validation , 2012 .

[49]  D. W. Fryrear,et al.  Chemical and Physical Characteristics of Windblown Sediment I. Quantities and Physical Characteristics , 1986 .

[50]  N. P. Woodruff,et al.  A Wind Erosion Equation , 1965 .

[51]  Derek Karssenberg,et al.  Wind erosion modelling in a Sahelian environment , 2005, Environ. Model. Softw..