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Volumn 204-205, Issue , 2013, Pages 75-83

WEPP calibration for improved predictions of interrill erosion in semi-arid to arid environments

Author keywords

Calibration; Interrill erosion; Rainfall simulation; Validation; WEPP

Indexed keywords

ARID AND SEMI-ARID REGIONS; COEFFICIENT OF EFFICIENCIES; ENVIRONMENTAL CONDITIONS; INTER-RILL EROSIONS; INTERRILL EROSION RATE; RAINFALL SIMULATIONS; VALIDATION; WEPP;

EID: 84877909485     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2013.04.013     Document Type: Article
Times cited : (45)

References (61)
  • 1
    • 0025635288 scopus 로고
    • Relation between infiltration and stone cover on a semiarid hillslope, southern Arizona
    • Abrahams A.D., Parsons A.J. Relation between infiltration and stone cover on a semiarid hillslope, southern Arizona. Journal Hydrology 1991, 122:49-59.
    • (1991) Journal Hydrology , vol.122 , pp. 49-59
    • Abrahams, A.D.1    Parsons, A.J.2
  • 2
    • 79953786197 scopus 로고    scopus 로고
    • Quantifying and modeling post-failure sediment yields from laboratory-scale soil erosion and shallow landslide experiments with silty loess
    • Acharya G., Cochrane T., Davies T., Bowman E. Quantifying and modeling post-failure sediment yields from laboratory-scale soil erosion and shallow landslide experiments with silty loess. Geomorphology 2011, 129:49-58.
    • (2011) Geomorphology , vol.129 , pp. 49-58
    • Acharya, G.1    Cochrane, T.2    Davies, T.3    Bowman, E.4
  • 3
    • 0033580046 scopus 로고    scopus 로고
    • Methodologies for interrill soil erosion studies
    • Agassi M., Bradford J.M. Methodologies for interrill soil erosion studies. Soil and Tillage Research 1999, 49:277-287.
    • (1999) Soil and Tillage Research , vol.49 , pp. 277-287
    • Agassi, M.1    Bradford, J.M.2
  • 5
    • 2542603819 scopus 로고    scopus 로고
    • Scale effect in USLE and WEPP application for soil erosion computation from three Sicilian basins
    • Amore E., Modica C., Nearing M.A., Santoro V.C. Scale effect in USLE and WEPP application for soil erosion computation from three Sicilian basins. Journal of Hydrology 2004, 293:100-114.
    • (2004) Journal of Hydrology , vol.293 , pp. 100-114
    • Amore, E.1    Modica, C.2    Nearing, M.A.3    Santoro, V.C.4
  • 6
    • 34047181225 scopus 로고    scopus 로고
    • Assessment of erosion hotspots in a watershed: integrating the WEPP model and GIS in a case study in the Peruvian Andes
    • Baigorria G.A., Romero C.C. Assessment of erosion hotspots in a watershed: integrating the WEPP model and GIS in a case study in the Peruvian Andes. Environmental Modelling and Software 2007, 22:1175-1183.
    • (2007) Environmental Modelling and Software , vol.22 , pp. 1175-1183
    • Baigorria, G.A.1    Romero, C.C.2
  • 8
    • 3142558168 scopus 로고    scopus 로고
    • Catenary soil development influencing erosion susceptibility along a hillslope in Uganda
    • Brunner A.C., Park S.J., Ruecker G.R., Dikau R., Vlek P.L.G. Catenary soil development influencing erosion susceptibility along a hillslope in Uganda. Catena 2004, 58:1-22.
    • (2004) Catena , vol.58 , pp. 1-22
    • Brunner, A.C.1    Park, S.J.2    Ruecker, G.R.3    Dikau, R.4    Vlek, P.L.G.5
  • 9
    • 7044284680 scopus 로고    scopus 로고
    • Scale dependent thresholds in hydrological and erosion response of a semi-arid catchment in southeast Spain
    • Cammeraat E.L.H. Scale dependent thresholds in hydrological and erosion response of a semi-arid catchment in southeast Spain. Agriculture, Ecosystems and Environment 2004, 104(2):317-332.
    • (2004) Agriculture, Ecosystems and Environment , vol.104 , Issue.2 , pp. 317-332
    • Cammeraat, E.L.H.1
  • 10
    • 0030512938 scopus 로고    scopus 로고
    • Seasonal variability of infiltration rates under contrasting slope conditions in southeast Spain
    • Cerdà A. Seasonal variability of infiltration rates under contrasting slope conditions in southeast Spain. Geoderma 1996, 69:217-232.
    • (1996) Geoderma , vol.69 , pp. 217-232
    • Cerdà, A.1
  • 11
    • 0035085224 scopus 로고    scopus 로고
    • Effects of rock fragment cover on soil infiltration, interrill runoff and erosion
    • Cerdà A. Effects of rock fragment cover on soil infiltration, interrill runoff and erosion. European Journal of Soil Science 2001, 52:59-68.
    • (2001) European Journal of Soil Science , vol.52 , pp. 59-68
    • Cerdà, A.1
  • 12
    • 0038326575 scopus 로고    scopus 로고
    • Runoff features for interrill erosion at different rainfall intensities, slope lengths and gradients in an agricultural loessial hillslope
    • Chaplot V.A.M., Le Bissonnais Y.L. Runoff features for interrill erosion at different rainfall intensities, slope lengths and gradients in an agricultural loessial hillslope. Soil Science Society of America Journal 2003, 67:844-851.
    • (2003) Soil Science Society of America Journal , vol.67 , pp. 844-851
    • Chaplot, V.A.M.1    Le Bissonnais, Y.L.2
  • 13
    • 23744495508 scopus 로고    scopus 로고
    • Evaluation of runoff prediction from WEPP-based erosion models for harvested and burned forest watersheds
    • Covert S.A., Robichaud P.R., Elliot W.J., Link T.E. Evaluation of runoff prediction from WEPP-based erosion models for harvested and burned forest watersheds. Transactions of ASAE 2005, 48:1091-1100.
    • (2005) Transactions of ASAE , vol.48 , pp. 1091-1100
    • Covert, S.A.1    Robichaud, P.R.2    Elliot, W.J.3    Link, T.E.4
  • 14
    • 84859643447 scopus 로고    scopus 로고
    • Watershed scale application of WEPP and EROSION 3D models for assessment of potential sediment source areas and runoff flux in the Mara River Basin, Kenya
    • Defersha M.B., Melesse A.M., McClain M.E. Watershed scale application of WEPP and EROSION 3D models for assessment of potential sediment source areas and runoff flux in the Mara River Basin, Kenya. Catena 2012, 95:63-72.
    • (2012) Catena , vol.95 , pp. 63-72
    • Defersha, M.B.1    Melesse, A.M.2    McClain, M.E.3
  • 15
    • 0035968486 scopus 로고    scopus 로고
    • Erodibility and infiltration characteristics of five major soils of southwest Spain
    • Duiker S.W., Flanagan D.C., Lal R. Erodibility and infiltration characteristics of five major soils of southwest Spain. Catena 2001, 45:103-121.
    • (2001) Catena , vol.45 , pp. 103-121
    • Duiker, S.W.1    Flanagan, D.C.2    Lal, R.3
  • 17
    • 57749180833 scopus 로고    scopus 로고
    • Evaluation of a dynamic multi-class sediment transport model in a catchment under soil-conservation agriculture
    • Fiener P., Govers G., Van Oost K. Evaluation of a dynamic multi-class sediment transport model in a catchment under soil-conservation agriculture. Earth Surface Processes and Landforms 2008, 33:1639-1660.
    • (2008) Earth Surface Processes and Landforms , vol.33 , pp. 1639-1660
    • Fiener, P.1    Govers, G.2    Van Oost, K.3
  • 19
    • 28444465537 scopus 로고    scopus 로고
    • Prediction of surface runoff and soil loss in southeastern Norway using the WEPP Hillslope model
    • Gronsten H.A., Lundekvam H. Prediction of surface runoff and soil loss in southeastern Norway using the WEPP Hillslope model. Soil and Tillage Research 2006, 85:186-199.
    • (2006) Soil and Tillage Research , vol.85 , pp. 186-199
    • Gronsten, H.A.1    Lundekvam, H.2
  • 20
    • 28544433040 scopus 로고    scopus 로고
    • Uncertainty and sensitivity analysis of runoff and sediment yield in a small agricultural watershed with KINROS2
    • Hantush M.M., Kalin L. Uncertainty and sensitivity analysis of runoff and sediment yield in a small agricultural watershed with KINROS2. Hydrological Sciences Journal 2005, 50(6):1151-1171.
    • (2005) Hydrological Sciences Journal , vol.50 , Issue.6 , pp. 1151-1171
    • Hantush, M.M.1    Kalin, L.2
  • 21
    • 0032741008 scopus 로고    scopus 로고
    • Evaluation of field- scale and catchment-scale soil erosion models
    • Jetten V., de Roo A., Favis-Mortlock D. Evaluation of field- scale and catchment-scale soil erosion models. Catena 1999, 37:521-541.
    • (1999) Catena , vol.37 , pp. 521-541
    • Jetten, V.1    de Roo, A.2    Favis-Mortlock, D.3
  • 22
    • 0141724854 scopus 로고    scopus 로고
    • Event erosivity factor and errors in erosion predictions by some empirical models
    • Kinnell P.I.A. Event erosivity factor and errors in erosion predictions by some empirical models. Australian Journal of Soil Research 2003, 41:991-1003.
    • (2003) Australian Journal of Soil Research , vol.41 , pp. 991-1003
    • Kinnell, P.I.A.1
  • 23
    • 34248218487 scopus 로고    scopus 로고
    • Seasonal variations in soil erosion resistance during concentrated flow for a loess-derived soil under two contrasting tillage practices
    • Knapen A., Poesen J., De Baets S. Seasonal variations in soil erosion resistance during concentrated flow for a loess-derived soil under two contrasting tillage practices. Soil and Tillage Research 2007, 94(2):425-440.
    • (2007) Soil and Tillage Research , vol.94 , Issue.2 , pp. 425-440
    • Knapen, A.1    Poesen, J.2    De Baets, S.3
  • 26
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models. Part 1. A discussion of principles
    • Nash J.E., Sutcliffe J.V. River flow forecasting through conceptual models. Part 1. A discussion of principles. Journal of Hydrology 1970, 10:282-290.
    • (1970) Journal of Hydrology , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 27
    • 0031597595 scopus 로고    scopus 로고
    • Why soil erosion models over-predict small soil losses and under-predict large soil losses
    • Nearing M.A. Why soil erosion models over-predict small soil losses and under-predict large soil losses. Catena 1998, 32:15-22.
    • (1998) Catena , vol.32 , pp. 15-22
    • Nearing, M.A.1
  • 29
    • 0025429387 scopus 로고
    • Sensitivity analysis of the WEPP Hillslope profile erosion model
    • Nearing M.A., Deer-Ascough L., Laflen J.M. Sensitivity analysis of the WEPP Hillslope profile erosion model. Transactions of ASAE 1990, 33(3):839-849.
    • (1990) Transactions of ASAE , vol.33 , Issue.3 , pp. 839-849
    • Nearing, M.A.1    Deer-Ascough, L.2    Laflen, J.M.3
  • 32
    • 36849018954 scopus 로고    scopus 로고
    • Runoff and sediment yield modelling from a small agricultural watershed in India using the WEPP model
    • Pandey A., Chowdary V.M., Mal B.C., Billib M. Runoff and sediment yield modelling from a small agricultural watershed in India using the WEPP model. Journal of Hydrology 2008, 348:305-319.
    • (2008) Journal of Hydrology , vol.348 , pp. 305-319
    • Pandey, A.1    Chowdary, V.M.2    Mal, B.C.3    Billib, M.4
  • 33
    • 70350129999 scopus 로고    scopus 로고
    • Application of the WEPP model for prioritization and evaluation of best management practices in an Indian watershed
    • Pandey A., Chowdary V.M., Mal B.C., Billib M. Application of the WEPP model for prioritization and evaluation of best management practices in an Indian watershed. Hydrological Processing 2009, 23:2997-3005.
    • (2009) Hydrological Processing , vol.23 , pp. 2997-3005
    • Pandey, A.1    Chowdary, V.M.2    Mal, B.C.3    Billib, M.4
  • 36
    • 33847653216 scopus 로고    scopus 로고
    • Using the Water Erosion Prediction Project (WEPP) model to simulate field-observed runoff and erosion in the Apennines mountain range, Italy
    • Pieri L., Bittelli M., Wu J.Q., Dun S., Flanagan D.C., Pisa P.R., Ventura F., Salvatorelli F. Using the Water Erosion Prediction Project (WEPP) model to simulate field-observed runoff and erosion in the Apennines mountain range, Italy. Journal of Hydrology 2007, 336:84-97.
    • (2007) Journal of Hydrology , vol.336 , pp. 84-97
    • Pieri, L.1    Bittelli, M.2    Wu, J.Q.3    Dun, S.4    Flanagan, D.C.5    Pisa, P.R.6    Ventura, F.7    Salvatorelli, F.8
  • 37
    • 0027094957 scopus 로고
    • Runoff and sediment yield from topsoils with different porosity as affected by rock fragment cover and position
    • Poesen J., Ingelmo-Sanchez F. Runoff and sediment yield from topsoils with different porosity as affected by rock fragment cover and position. Catena 1992, 19(5):451-474.
    • (1992) Catena , vol.19 , Issue.5 , pp. 451-474
    • Poesen, J.1    Ingelmo-Sanchez, F.2
  • 38
    • 0026273706 scopus 로고
    • Effects of size and incorporation of synthetic mulch on runoff and sediment yield from interrills in a laboratory study with simulated rainfall
    • Poesen J.W.A., Lavee H. Effects of size and incorporation of synthetic mulch on runoff and sediment yield from interrills in a laboratory study with simulated rainfall. Soil and Tillage Research 1991, 21:209-223.
    • (1991) Soil and Tillage Research , vol.21 , pp. 209-223
    • Poesen, J.W.A.1    Lavee, H.2
  • 39
    • 0025622471 scopus 로고
    • The hydrological response of soil surface to rainfall as affected by cover and position of rock fragment in the top layer
    • Poesen J., Ingelmo-Sanchez F., Mucher H. The hydrological response of soil surface to rainfall as affected by cover and position of rock fragment in the top layer. Earth Surface Processes and Landforms 1990, 15:653-671.
    • (1990) Earth Surface Processes and Landforms , vol.15 , pp. 653-671
    • Poesen, J.1    Ingelmo-Sanchez, F.2    Mucher, H.3
  • 40
    • 0000363935 scopus 로고
    • Effects of rock fragments on soil erosion by water at different spatial scales: a review
    • Poesen J.W., Torri D., Bunte K. Effects of rock fragments on soil erosion by water at different spatial scales: a review. Catena 1994, 23:141-166.
    • (1994) Catena , vol.23 , pp. 141-166
    • Poesen, J.W.1    Torri, D.2    Bunte, K.3
  • 41
    • 0026273704 scopus 로고
    • Soil erosion processes: I. The relative importance of rainfall detachment and runoff entrainment
    • Proffitt A.P.B., Rose C.W. Soil erosion processes: I. The relative importance of rainfall detachment and runoff entrainment. Australian Journal of Soil Research 1991, 29:671-683.
    • (1991) Australian Journal of Soil Research , vol.29 , pp. 671-683
    • Proffitt, A.P.B.1    Rose, C.W.2
  • 42
    • 0027331045 scopus 로고
    • Modeling soil erosion by overland flow: application over a range of hydraulic conditions
    • Proffitt A.P.B., Hairsine P.B., Rose C.W. Modeling soil erosion by overland flow: application over a range of hydraulic conditions. Transactions of ASAE 1993, 36(6):1743-1753.
    • (1993) Transactions of ASAE , vol.36 , Issue.6 , pp. 1743-1753
    • Proffitt, A.P.B.1    Hairsine, P.B.2    Rose, C.W.3
  • 43
    • 33750628928 scopus 로고    scopus 로고
    • Runoff and water erosion modelling using WEPP on a Mediterranean cultivated catchment
    • Raclot D., Albergel J. Runoff and water erosion modelling using WEPP on a Mediterranean cultivated catchment. Physics and Chemistry of the Earth 2006, 31:1038-1047.
    • (2006) Physics and Chemistry of the Earth , vol.31 , pp. 1038-1047
    • Raclot, D.1    Albergel, J.2
  • 44
    • 34247398797 scopus 로고    scopus 로고
    • Interrill and rill erodibility in the northern Andean Highlands
    • Romero C.C., Stroosnijder L., Baigorria G.A. Interrill and rill erodibility in the northern Andean Highlands. Catena 2006, 70(2):105-113.
    • (2006) Catena , vol.70 , Issue.2 , pp. 105-113
    • Romero, C.C.1    Stroosnijder, L.2    Baigorria, G.A.3
  • 45
    • 0020970815 scopus 로고
    • A. A mathematical model of soil erosion and deposition processes: I. Theory for a plane land element
    • Rose C.W., Williams J.R., Sander G.C., Barry D.A. a. A mathematical model of soil erosion and deposition processes: I. Theory for a plane land element. Soil Science Society of America Journal 1983, 47:991-995.
    • (1983) Soil Science Society of America Journal , vol.47 , pp. 991-995
    • Rose, C.W.1    Williams, J.R.2    Sander, G.C.3    Barry, D.A.4
  • 46
    • 0020970824 scopus 로고
    • A mathematical model of soil erosion and deposition processes: II. Application to data from an arid-zone catchment
    • Rose C.W., Williams J.R., Sander G.C., Barry D.A. A mathematical model of soil erosion and deposition processes: II. Application to data from an arid-zone catchment. Soil Science Society of America Journal 1983, 47:996-1000.
    • (1983) Soil Science Society of America Journal , vol.47 , pp. 996-1000
    • Rose, C.W.1    Williams, J.R.2    Sander, G.C.3    Barry, D.A.4
  • 47
    • 67349190921 scopus 로고    scopus 로고
    • Effects of soil surface components on soil hydrological behaviour in a dry Mediterranean environment (southern Spain)
    • Ruiz-Sinoga J.D., Martínez-Murillo J.F. Effects of soil surface components on soil hydrological behaviour in a dry Mediterranean environment (southern Spain). Geomorphology 2009, 108:234-245.
    • (2009) Geomorphology , vol.108 , pp. 234-245
    • Ruiz-Sinoga, J.D.1    Martínez-Murillo, J.F.2
  • 49
    • 78649664709 scopus 로고    scopus 로고
    • Effects of exposure, scrub position, and soil surface components on the hydrological response in small plots in southern Spain
    • Ruiz-Sinoga J.D., Martínez-Murillo J.F., Gabarrón-Galeote M.A., García-Marín R. Effects of exposure, scrub position, and soil surface components on the hydrological response in small plots in southern Spain. Ecohydrology 2010, 3:402-412. 10.1002/eco.159.
    • (2010) Ecohydrology , vol.3 , pp. 402-412
    • Ruiz-Sinoga, J.D.1    Martínez-Murillo, J.F.2    Gabarrón-Galeote, M.A.3    García-Marín, R.4
  • 50
    • 82955217801 scopus 로고    scopus 로고
    • Prediction of soil detachment in agricultural loess catchments: model development and parameterization
    • Scherer U., Zehe E., Trubing H., Gerlinger K. Prediction of soil detachment in agricultural loess catchments: model development and parameterization. Catena 2012, 90:63-75.
    • (2012) Catena , vol.90 , pp. 63-75
    • Scherer, U.1    Zehe, E.2    Trubing, H.3    Gerlinger, K.4
  • 51
    • 67649850574 scopus 로고    scopus 로고
    • A comparison of WEPP and SWAT for modeling soil erosion of the Zhangjiachong Watershed in the Three Gorges Reservoir Area
    • Shen Z.Y., Gong Y.W., Li Y.H., Hong Q., Xu L., Liu R.M. A comparison of WEPP and SWAT for modeling soil erosion of the Zhangjiachong Watershed in the Three Gorges Reservoir Area. Agricultural Water Management 2009, 96(10):1435-1442.
    • (2009) Agricultural Water Management , vol.96 , Issue.10 , pp. 1435-1442
    • Shen, Z.Y.1    Gong, Y.W.2    Li, Y.H.3    Hong, Q.4    Xu, L.5    Liu, R.M.6
  • 52
    • 79960434995 scopus 로고    scopus 로고
    • Simulation of runoff and sediment yield from a hilly watershed in the eastern Himalaya, India using the WEPP model
    • Singh R.K., Panda R.K., Satapathy K.K., Ngachan S.V. Simulation of runoff and sediment yield from a hilly watershed in the eastern Himalaya, India using the WEPP model. Journal of Hydrology 2011, 405:261-276.
    • (2011) Journal of Hydrology , vol.405 , pp. 261-276
    • Singh, R.K.1    Panda, R.K.2    Satapathy, K.K.3    Ngachan, S.V.4
  • 54
    • 0034281382 scopus 로고    scopus 로고
    • Evaluation of WEPP and its comparison with USLE and RUSLE
    • Tiwari A.K., Risse L.M., Nearing M.A. Evaluation of WEPP and its comparison with USLE and RUSLE. Transactions of ASAE 2000, 43:1129-1135.
    • (2000) Transactions of ASAE , vol.43 , pp. 1129-1135
    • Tiwari, A.K.1    Risse, L.M.2    Nearing, M.A.3
  • 55
    • 12344296842 scopus 로고    scopus 로고
    • Assessing interrill erosion rate from soil aggregate instability index, rainfall intensity and slope angle on cultivated soils in central Greece
    • Valmis S., Dimoyiannis D., Danalatos N.G. Assessing interrill erosion rate from soil aggregate instability index, rainfall intensity and slope angle on cultivated soils in central Greece. Soil and Tillage Research 2005, 80:139-147.
    • (2005) Soil and Tillage Research , vol.80 , pp. 139-147
    • Valmis, S.1    Dimoyiannis, D.2    Danalatos, N.G.3
  • 56
    • 84929047274 scopus 로고
    • An examination of the Degtjareff method for determining soil organic matter, and proposed modification of the chromic acid titration method
    • Walkley A., Black I.A. An examination of the Degtjareff method for determining soil organic matter, and proposed modification of the chromic acid titration method. Soil Science 1934, 37:29-38.
    • (1934) Soil Science , vol.37 , pp. 29-38
    • Walkley, A.1    Black, I.A.2
  • 57
    • 0034772818 scopus 로고    scopus 로고
    • Evaluation of WEPP for runoff and soil loss prediction at Gunnedah, NSW, Australia
    • Yu B., Rosewell J. Evaluation of WEPP for runoff and soil loss prediction at Gunnedah, NSW, Australia. Australian Journal of Soil Research 2001, 39:1131-1145.
    • (2001) Australian Journal of Soil Research , vol.39 , pp. 1131-1145
    • Yu, B.1    Rosewell, J.2
  • 58
    • 0034080192 scopus 로고    scopus 로고
    • A validation test of WEPP to predict runoff and soil loss from a pineapple farm on a sandy soil in subtropical Queensland, Australia
    • Yu B., Ciesiolka C.A.A., Rose C.W., Coughlan K.J. A validation test of WEPP to predict runoff and soil loss from a pineapple farm on a sandy soil in subtropical Queensland, Australia. Australian Journal of Soil Research 2000, 38:537-554.
    • (2000) Australian Journal of Soil Research , vol.38 , pp. 537-554
    • Yu, B.1    Ciesiolka, C.A.A.2    Rose, C.W.3    Coughlan, K.J.4
  • 59
    • 77950601367 scopus 로고    scopus 로고
    • Relationships between rock fragment cover and soil hydrological response in a Mediterranean environment
    • Zavala L.M., Jordán A., Bellinfante N., Gil J. Relationships between rock fragment cover and soil hydrological response in a Mediterranean environment. Soil Science & Plant Nutrition 2010, 56:95-104.
    • (2010) Soil Science & Plant Nutrition , vol.56 , pp. 95-104
    • Zavala, L.M.1    Jordán, A.2    Bellinfante, N.3    Gil, J.4
  • 60
    • 0029664053 scopus 로고    scopus 로고
    • Evaluation of WEPP runoff and soil loss predictions using natural runoff plot data
    • Zhang X.C., Nearing M.A., Risse L.M., McGregor K.V. Evaluation of WEPP runoff and soil loss predictions using natural runoff plot data. Transactions of ASAE 1996, 39(3):855-863.
    • (1996) Transactions of ASAE , vol.39 , Issue.3 , pp. 855-863
    • Zhang, X.C.1    Nearing, M.A.2    Risse, L.M.3    McGregor, K.V.4


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