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Volumn 28, Issue 3, 2013, Pages 368-383

Sensitivity analysis and calibration of the Modified Universal Soil Loss Equation (MUSLE) for the upper Malewa Catchment, Kenya

Author keywords

MUSLE; Objective function; Sediment yield; Sobol'sensitivity analysis; Upper Malewa catchment

Indexed keywords


EID: 84885337892     PISSN: 10016279     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1001-6279(13)60047-5     Document Type: Article
Times cited : (38)

References (76)
  • 1
    • 79960391914 scopus 로고    scopus 로고
    • Sediment yield estimating from three micro-watersheds by integrated KW-GIUH and MUSLE models
    • Arekhi S., Rostamizad G. Sediment yield estimating from three micro-watersheds by integrated KW-GIUH and MUSLE models. Advances in Environmental Biology 2011, 5(6):1346-1358.
    • (2011) Advances in Environmental Biology , vol.5 , Issue.6 , pp. 1346-1358
    • Arekhi, S.1    Rostamizad, G.2
  • 5
    • 77953658273 scopus 로고    scopus 로고
    • Sensitivity and identifiability of stream flow generation parameters of the SWAT model
    • Cibin R., Sudheer K.P., Chaubey I. Sensitivity and identifiability of stream flow generation parameters of the SWAT model. Hydrological Processes 2010, 24(9):1133-1148.
    • (2010) Hydrological Processes , vol.24 , Issue.9 , pp. 1133-1148
    • Cibin, R.1    Sudheer, K.P.2    Chaubey, I.3
  • 6
    • 0026445234 scopus 로고
    • Effective and efficient global optimization for conceptual rainfall-runoff models
    • Duan Q., Sorooshian S., Gupta V. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resources Research 1992, 28(4):1015-1031.
    • (1992) Water Resources Research , vol.28 , Issue.4 , pp. 1015-1031
    • Duan, Q.1    Sorooshian, S.2    Gupta, V.3
  • 8
    • 0028501607 scopus 로고
    • A review of techniques for parameter sensitivity analysis of environmental models
    • Hamby D.M. A review of techniques for parameter sensitivity analysis of environmental models. Environmental Monitoring and Assessment 1994, 32(2):135-154.
    • (1994) Environmental Monitoring and Assessment , vol.32 , Issue.2 , pp. 135-154
    • Hamby, D.M.1
  • 9
    • 33744978369 scopus 로고    scopus 로고
    • Variance-based sensitivity analysis of the probability of hydrologically induced slope instability
    • Hamm N.A.S., Hall J.W., Anderson M.G. Variance-based sensitivity analysis of the probability of hydrologically induced slope instability. Computers & Geosciences 2006, 32(6):803-817.
    • (2006) Computers & Geosciences , vol.32 , Issue.6 , pp. 803-817
    • Hamm, N.A.S.1    Hall, J.W.2    Anderson, M.G.3
  • 12
    • 34047247047 scopus 로고    scopus 로고
    • Consideration of measurement uncertainty in the evaluation of goodness-of-fit in hydrologic and water quality modeling
    • Harmel D.R., Smith P.K. Consideration of measurement uncertainty in the evaluation of goodness-of-fit in hydrologic and water quality modeling. Journal of Hydrology 2007, 337(3-4):326-336.
    • (2007) Journal of Hydrology , vol.337 , Issue.3-4 , pp. 326-336
    • Harmel, D.R.1    Smith, P.K.2
  • 13
    • 84857066188 scopus 로고    scopus 로고
    • Uncertainty and Sensitivity Analysis for Models of Complex Systems
    • Springer, Berlin Heidelberg, F. GRAZIANI (Ed.)
    • Helton J.C. Uncertainty and Sensitivity Analysis for Models of Complex Systems. Computational Methods in Transport: Verification and Validation 2008, Springer, Berlin Heidelberg. F. GRAZIANI (Ed.).
    • (2008) Computational Methods in Transport: Verification and Validation
    • Helton, J.C.1
  • 15
    • 52649120830 scopus 로고    scopus 로고
    • Fitting of hydrologic models: A close look at the nash-sutcliffe index
    • Jain S.K., Sudheer K.P. Fitting of hydrologic models: A close look at the nash-sutcliffe index. Journal of hydrologic engineering 2008, 13(10):981-986.
    • (2008) Journal of hydrologic engineering , vol.13 , Issue.10 , pp. 981-986
    • Jain, S.K.1    Sudheer, K.P.2
  • 16
    • 84860409507 scopus 로고    scopus 로고
    • A hydrological investigation using a lumped water balance model: the Aison River Basin case (Greece)
    • Karpouzos D.K., Baltas E.A., Kavalieratou S., Babajimopoulos C. A hydrological investigation using a lumped water balance model: the Aison River Basin case (Greece). Water and Environment Journal 2011, 25(3):297-307.
    • (2011) Water and Environment Journal , vol.25 , Issue.3 , pp. 297-307
    • Karpouzos, D.K.1    Baltas, E.A.2    Kavalieratou, S.3    Babajimopoulos, C.4
  • 17
    • 0032411977 scopus 로고    scopus 로고
    • USLE-M: Empirical modeling rainfall erosion through runoff and sediment concentration
    • Kinnell P.I.A. USLE-M: Empirical modeling rainfall erosion through runoff and sediment concentration. Soil Science Society of America journal 1998, 62(6):1667.
    • (1998) Soil Science Society of America journal , vol.62 , Issue.6 , pp. 1667
    • Kinnell, P.I.A.1
  • 18
    • 10244226701 scopus 로고    scopus 로고
    • Sediment delivery ratios: a misaligned approach to determining sediment delivery from hillslopes
    • Kinnell P.I.A. Sediment delivery ratios: a misaligned approach to determining sediment delivery from hillslopes. Hydrological Processes 2004, 18(16):3191-3194.
    • (2004) Hydrological Processes , vol.18 , Issue.16 , pp. 3191-3194
    • Kinnell, P.I.A.1
  • 19
    • 14244249187 scopus 로고    scopus 로고
    • Why the universal soil loss equation and the revised version of it do not predict event erosion well
    • Kinnell P.I.A. Why the universal soil loss equation and the revised version of it do not predict event erosion well. Hydrological Processes 2005, 19(3):851-854.
    • (2005) Hydrological Processes , vol.19 , Issue.3 , pp. 851-854
    • Kinnell, P.I.A.1
  • 21
    • 0031593131 scopus 로고    scopus 로고
    • Estimation of temporal variation of sediment yield from small catchments through the kinematic method
    • Kothyari U.C., Tiwari A.K., Singh R. Estimation of temporal variation of sediment yield from small catchments through the kinematic method. Journal of Hydrology 1997, 203(1-4):39-57.
    • (1997) Journal of Hydrology , vol.203 , Issue.1-4 , pp. 39-57
    • Kothyari, U.C.1    Tiwari, A.K.2    Singh, R.3
  • 22
    • 33748913014 scopus 로고    scopus 로고
    • Comparison of different efficiency criteria for hydrological model assessment
    • Krause P., Boyle D.P., Bäse F. Comparison of different efficiency criteria for hydrological model assessment. Advances in Geosciences 2005, 5:89-97.
    • (2005) Advances in Geosciences , vol.5 , pp. 89-97
    • Krause, P.1    Boyle, D.P.2    Bäse, F.3
  • 23
    • 34248512812 scopus 로고    scopus 로고
    • Temporal variability in the relationships between precipitation, discharge and suspended sediment concentration in a small Mediterranean mountain catchment
    • Lana-Renault N., Regues D., Marti-Bono C., Begueria S., Latron J., Nadal E., Serrano P., Garcia-Ruiz J.M. Temporal variability in the relationships between precipitation, discharge and suspended sediment concentration in a small Mediterranean mountain catchment. Nordic Hydrology 2007, 38(2):139-150.
    • (2007) Nordic Hydrology , vol.38 , Issue.2 , pp. 139-150
    • Lana-Renault, N.1    Regues, D.2    Marti-Bono, C.3    Begueria, S.4    Latron, J.5    Nadal, E.6    Serrano, P.7    Garcia-Ruiz, J.M.8
  • 24
    • 0032920124 scopus 로고    scopus 로고
    • Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation
    • Legates D.R., McCabe G.J. Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation. Water Resources Research 1999, 35(1):233-241.
    • (1999) Water Resources Research , vol.35 , Issue.1 , pp. 233-241
    • Legates, D.R.1    McCabe, G.J.2
  • 28
    • 0027088127 scopus 로고
    • Length-slope factors for the Revised Universal Soil Loss Equation: Simplified method of estimation
    • Moore I.D., Wilson J.P. Length-slope factors for the Revised Universal Soil Loss Equation: Simplified method of estimation. Journal of Soil and Water Conservation 1992, 47(5):423-428.
    • (1992) Journal of Soil and Water Conservation , vol.47 , Issue.5 , pp. 423-428
    • Moore, I.D.1    Wilson, J.P.2
  • 30
    • 79960415639 scopus 로고    scopus 로고
    • World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability - Proceedings of the 2011 World Environmental and Water Resources Congress.
    • Muleta M. 2011, Improving model performance using dynamic evaluation and proper objective function. World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability - Proceedings of the 2011 World Environmental and Water Resources Congress.
    • (2011) Improving model performance using dynamic evaluation and proper objective function
    • Muleta, M.1
  • 31
    • 84862143928 scopus 로고    scopus 로고
    • Model Performance Sensitivity to Objective Function during Automated Calibrations
    • Muleta M. Model Performance Sensitivity to Objective Function during Automated Calibrations. Journal of hydrologic engineering 2012, 17(6):756-767.
    • (2012) Journal of hydrologic engineering , vol.17 , Issue.6 , pp. 756-767
    • Muleta, M.1
  • 32
    • 18844381609 scopus 로고    scopus 로고
    • Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model
    • Muleta M.K., Nicklow J.W. Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model. Journal of Hydrology 2005, 306(1-4):127-145.
    • (2005) Journal of Hydrology , vol.306 , Issue.1-4 , pp. 127-145
    • Muleta, M.K.1    Nicklow, J.W.2
  • 33
    • 33750023706 scopus 로고    scopus 로고
    • Modelling soil erosion and sediment yield at a catchment scale: the case of Masinga catchment, Kenya
    • Mutua B.M., Klik A., Loiskandl W. Modelling soil erosion and sediment yield at a catchment scale: the case of Masinga catchment, Kenya. Land Degradation & Development 2006, 17(5):557-570.
    • (2006) Land Degradation & Development , vol.17 , Issue.5 , pp. 557-570
    • Mutua, B.M.1    Klik, A.2    Loiskandl, W.3
  • 34
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part I -A discussion of principles
    • Nash J.E., Sutcliffe J.V. River flow forecasting through conceptual models part I -A discussion of principles. Journal of Hydrology 1970, 10(3):282-290.
    • (1970) Journal of Hydrology , vol.10 , Issue.3 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 35
    • 79551477734 scopus 로고    scopus 로고
    • Global uncertainty analysis of suspended sediment monitoring using turbidimeter in a small mountainous river catchment
    • Navratil O., Esteves M., Legout C., Gratiot N., Nemery J., Willmore S., Grangeon T. Global uncertainty analysis of suspended sediment monitoring using turbidimeter in a small mountainous river catchment. Journal of Hydrology 2011, 398(3-4):246-259.
    • (2011) Journal of Hydrology , vol.398 , Issue.3-4 , pp. 246-259
    • Navratil, O.1    Esteves, M.2    Legout, C.3    Gratiot, N.4    Nemery, J.5    Willmore, S.6    Grangeon, T.7
  • 36
    • 84855510350 scopus 로고    scopus 로고
    • Sobol' sensitivity analysis of a complex environmental model
    • Nossent J., Elsen P., Bauwens W. Sobol' sensitivity analysis of a complex environmental model. Environmental Modelling & Software 2011, 26(12):1515-1525.
    • (2011) Environmental Modelling & Software , vol.26 , Issue.12 , pp. 1515-1525
    • Nossent, J.1    Elsen, P.2    Bauwens, W.3
  • 38
    • 84885338543 scopus 로고
    • Climate and Soils of the South Kinangop Plateau of Kenya
    • (Thesis).
    • Nyandat N. N. 1984. Climate and Soils of the South Kinangop Plateau of Kenya. Their Limitations on Land Use. (Thesis).
    • (1984) Their Limitations on Land Use
    • Nyandat, N.N.1
  • 39
    • 21044447240 scopus 로고    scopus 로고
    • Estimation of Potential Soil Erosion for River Perkerra Catchment in Kenya
    • Onyando J.O., Kisoyan P., Chemelil M.C. Estimation of Potential Soil Erosion for River Perkerra Catchment in Kenya. Water Resources Management 2005, 19(2):133-143.
    • (2005) Water Resources Management , vol.19 , Issue.2 , pp. 133-143
    • Onyando, J.O.1    Kisoyan, P.2    Chemelil, M.C.3
  • 41
    • 67349168124 scopus 로고    scopus 로고
    • Sediment yield modelling of an agricultural watershed using MUSLE, remote sensing and GIS
    • Pandey A., Chowdary V.M., Mal B.C. Sediment yield modelling of an agricultural watershed using MUSLE, remote sensing and GIS. Paddy and Water Environment 2009, 7(2):105-113.
    • (2009) Paddy and Water Environment , vol.7 , Issue.2 , pp. 105-113
    • Pandey, A.1    Chowdary, V.M.2    Mal, B.C.3
  • 42
    • 78650484895 scopus 로고    scopus 로고
    • Calibration and validation of the Modified Universal Soil Loss Equation for estimating sediment yield on sloping plots: A case study in Khun Satan catchment of northern Thailand
    • Pongsai S., Schmidt Vogt D., Shrestha R.P., Clemente R.S., Eiumnoh A. Calibration and validation of the Modified Universal Soil Loss Equation for estimating sediment yield on sloping plots: A case study in Khun Satan catchment of northern Thailand. Canadian Journal of Soil Science 2010, 90(4):585-596.
    • (2010) Canadian Journal of Soil Science , vol.90 , Issue.4 , pp. 585-596
    • Pongsai, S.1    Schmidt Vogt, D.2    Shrestha, R.P.3    Clemente, R.S.4    Eiumnoh, A.5
  • 43
    • 84863571668 scopus 로고    scopus 로고
    • SWAT-based runoff and sediment simulation in a small watershed, the loessial hilly-gullied region of China: capabilities and challenges
    • Qiu L.J., Zheng F.L., Yin R.S. SWAT-based runoff and sediment simulation in a small watershed, the loessial hilly-gullied region of China: capabilities and challenges. International Journal of Sediment Research 2012, 27(2):226-234.
    • (2012) International Journal of Sediment Research , vol.27 , Issue.2 , pp. 226-234
    • Qiu, L.J.1    Zheng, F.L.2    Yin, R.S.3
  • 45
    • 0000329864 scopus 로고    scopus 로고
    • Predicting soil erosion by water: a guide to conservation planning with the revised universal soil loss equation (RUSLE)
    • Renard K. G. 1997. Predicting soil erosion by water: a guide to conservation planning with the revised universal soil loss equation (RUSLE). Agriculture handbook (703).
    • (1997) Agriculture handbook , Issue.703
    • Renard, K.G.1
  • 48
    • 34848919463 scopus 로고    scopus 로고
    • Applicability of the Modified Universal Soil Loss Equation for prediction of sediment yield in Khanmirza watershed, Iran
    • Sadeghi S.H.R., Mizuyama T. Applicability of the Modified Universal Soil Loss Equation for prediction of sediment yield in Khanmirza watershed, Iran. Hydrological Sciences Journal 2007, 52(5):1068-1075.
    • (2007) Hydrological Sciences Journal , vol.52 , Issue.5 , pp. 1068-1075
    • Sadeghi, S.H.R.1    Mizuyama, T.2
  • 50
    • 39649087795 scopus 로고    scopus 로고
    • Development, evaluation and interpretation of sediment rating curves for a Japanese small mountainous reforested watershed
    • Sadeghi S.H.R., Mizuyama T., Miyata S., Gomi T., Kosugi K., Fukushima T., Mizugaki S., Onda Y. Development, evaluation and interpretation of sediment rating curves for a Japanese small mountainous reforested watershed. Geoderma 2008, 144(1-2):198-211.
    • (2008) Geoderma , vol.144 , Issue.1-2 , pp. 198-211
    • Sadeghi, S.H.R.1    Mizuyama, T.2    Miyata, S.3    Gomi, T.4    Kosugi, K.5    Fukushima, T.6    Mizugaki, S.7    Onda, Y.8
  • 52
    • 34247607285 scopus 로고    scopus 로고
    • Conformity of MUSLE estimates and erosion plot data for storm-wise sediment yield estimation
    • Sadeghi S.H.R., Mizuyama T., Vangah B.G. Conformity of MUSLE estimates and erosion plot data for storm-wise sediment yield estimation. Terrestrial Atmospheric and Oceanic Sciences 2007, 18(1):117-128.
    • (2007) Terrestrial Atmospheric and Oceanic Sciences , vol.18 , Issue.1 , pp. 117-128
    • Sadeghi, S.H.R.1    Mizuyama, T.2    Vangah, B.G.3
  • 53
    • 78649787247 scopus 로고    scopus 로고
    • Reliability of sediment rating curves for a deciduous forest watershed in Iran
    • Sadeghi S.H.R., Saeidi P. Reliability of sediment rating curves for a deciduous forest watershed in Iran. Hydrological Sciences Journal 2010, 55(5):821-831.
    • (2010) Hydrological Sciences Journal , vol.55 , Issue.5 , pp. 821-831
    • Sadeghi, S.H.R.1    Saeidi, P.2
  • 54
    • 2542438859 scopus 로고    scopus 로고
    • Efficacy of Annual Soil Erosion Models for Storm-Wise Sediment Prediction: A Case Study
    • Sadeghi S.H.R., Singh J.K., Das G. Efficacy of Annual Soil Erosion Models for Storm-Wise Sediment Prediction: A Case Study. International Agricultural Engineering Journal 2004, 13(1&2):1-14.
    • (2004) International Agricultural Engineering Journal , vol.13 , Issue.1-2 , pp. 1-14
    • Sadeghi, S.H.R.1    Singh, J.K.2    Das, G.3
  • 55
    • 0033585967 scopus 로고    scopus 로고
    • Sensitivity analysis: Could better methods be used?
    • Saltelli A. Sensitivity analysis: Could better methods be used?. Journal of Geophysical Research 1999, 104(D3):3789-3793.
    • (1999) Journal of Geophysical Research , vol.104 , Issue.D3 , pp. 3789-3793
    • Saltelli, A.1
  • 58
    • 0033079533 scopus 로고    scopus 로고
    • A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output
    • Saltelli A., Tarantola S., Chan K.P.S. A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output. Technometrics 1999, 41(1):39-56.
    • (1999) Technometrics , vol.41 , Issue.1 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.P.S.3
  • 60
    • 80053910804 scopus 로고    scopus 로고
    • Integration of remotely sensed C factor into SWAT for modelling sediment yield
    • 1002/hyp.8066, No.
    • Song X., Duan Z., Kono Y., and Wang M. 2011, Integration of remotely sensed C factor into SWAT for modelling sediment yield. Hydrological Processes, Vol. 10.1002/hyp.8066, No., pp. 3387-3398.
    • (2011) Hydrological Processes , vol.10 , pp. 3387-3398
    • Song, X.1    Duan, Z.2    Kono, Y.3    Wang, M.4
  • 61
  • 62
    • 0038276044 scopus 로고    scopus 로고
    • Geochemical and physical characteristics of river and lake sediments at Naivasha, Kenya
    • Tarras-Wahlberg H., Everard M., Harper D.M. Geochemical and physical characteristics of river and lake sediments at Naivasha, Kenya. Hydrobiologia 2002, 488(1):27-41.
    • (2002) Hydrobiologia , vol.488 , Issue.1 , pp. 27-41
    • Tarras-Wahlberg, H.1    Everard, M.2    Harper, D.M.3
  • 63
    • 0033135659 scopus 로고    scopus 로고
    • Sedimentation controls on the preservation and time resolution of climate-proxy records from shallow fluctuating lakes
    • Verschuren D. Sedimentation controls on the preservation and time resolution of climate-proxy records from shallow fluctuating lakes. Quaternary Science Reviews 1999, 18(6):821-837.
    • (1999) Quaternary Science Reviews , vol.18 , Issue.6 , pp. 821-837
    • Verschuren, D.1
  • 64
    • 0021032502 scopus 로고
    • The sediment delivery problem
    • Walling D.E. The sediment delivery problem. Journal of Hydrology 1983, 65(1-3):209-237.
    • (1983) Journal of Hydrology , vol.65 , Issue.1-3 , pp. 209-237
    • Walling, D.E.1
  • 66
    • 67349095320 scopus 로고    scopus 로고
    • Estimation of Soil Erosion and Sediment Yield During Individual Rainstorms at Catchment Scale
    • Wang G., Hapuarachchi P., Ishidaira H., Kiem A., Takeuchi K. Estimation of Soil Erosion and Sediment Yield During Individual Rainstorms at Catchment Scale. Water Resources Management 2009, 23(8):1447-1465.
    • (2009) Water Resources Management , vol.23 , Issue.8 , pp. 1447-1465
    • Wang, G.1    Hapuarachchi, P.2    Ishidaira, H.3    Kiem, A.4    Takeuchi, K.5
  • 67
    • 84867843682 scopus 로고    scopus 로고
    • Evaluating the effect of land use changes on soil erosion and sediment yield using a grid-based distributed modelling approach
    • Vol. 10.1002/hyp.9193, No.
    • Wang G., Jiang H., Xu Z., Wang L., and Yue W. 2012, Evaluating the effect of land use changes on soil erosion and sediment yield using a grid-based distributed modelling approach. Hydrological Processes, Vol. 10.1002/hyp.9193, No., pp. 3579-3592.
    • (2012) Hydrological Processes , pp. 3579-3592
    • Wang, G.1    Jiang, H.2    Xu, Z.3    Wang, L.4    Yue, W.5
  • 68
    • 0017554805 scopus 로고
    • Sediment yield prediction based on watershed hydrology
    • Williams, Berndt H.D. Sediment yield prediction based on watershed hydrology. Transactions of the ASAE 1977, 20(6):1100-1104.
    • (1977) Transactions of the ASAE , vol.20 , Issue.6 , pp. 1100-1104
    • Williams1    Berndt, H.D.2
  • 72
    • 80355133325 scopus 로고    scopus 로고
    • Sediment Delivery Assessment for a Transboundary Mediterranean Catchment: The Example of Nestos River Catchment
    • Vol. 10.1007/s11269-011-9889-8, No.
    • Zarris D., Vlastara M., and Panagoulia D. 2011, Sediment Delivery Assessment for a Transboundary Mediterranean Catchment: The Example of Nestos River Catchment. Water Resources Management, Vol. 10.1007/s11269-011-9889-8, No., pp. 1-19.
    • (2011) Water Resources Management , pp. 1-19
    • Zarris, D.1    Vlastara, M.2    Panagoulia, D.3
  • 73
    • 77955471269 scopus 로고    scopus 로고
    • Effects of landuse change on surface runoff and sediment yield at different watershed scales on the Loess Plateau
    • Zhang X., Cao W., Guo Q., Wu S. Effects of landuse change on surface runoff and sediment yield at different watershed scales on the Loess Plateau. International Journal of Sediment Research 2010, 25(3):283-293.
    • (2010) International Journal of Sediment Research , vol.25 , Issue.3 , pp. 283-293
    • Zhang, X.1    Cao, W.2    Guo, Q.3    Wu, S.4
  • 74
    • 68649093526 scopus 로고    scopus 로고
    • Integration of modified universal soil loss equation (MUSLE) into a gis framework to assess soil erosion risk
    • Zhang Y., Degroote J., Wolter C., Sugumaran R. Integration of modified universal soil loss equation (MUSLE) into a gis framework to assess soil erosion risk. Land Degradation & Development 2009, 20(1):84-91.
    • (2009) Land Degradation & Development , vol.20 , Issue.1 , pp. 84-91
    • Zhang, Y.1    Degroote, J.2    Wolter, C.3    Sugumaran, R.4
  • 75
    • 84885337148 scopus 로고    scopus 로고
    • Application of SWAT for sediment yield estimation in a mountainous agricultural basin
    • 2009 17th International Conference on
    • Zheng D., Xianfeng S., and Junzhi L. 2009, Application of SWAT for sediment yield estimation in a mountainous agricultural basin, Geoinformatics, 2009 17th International Conference on, pp. 1-5.
    • (2009) Geoinformatics , pp. 1-5
    • Zheng, D.1    Xianfeng, S.2    Junzhi, L.3
  • 76
    • 59949086828 scopus 로고    scopus 로고
    • Assessment of soil erosion and sediment delivery ratio using remote sensing and GIS: A case study of upstream Chaobaihe River catchment, north China
    • Zhou W.F., Wu B.F. Assessment of soil erosion and sediment delivery ratio using remote sensing and GIS: A case study of upstream Chaobaihe River catchment, north China. International Journal of Sediment Research 2008, 23(2):167-173.
    • (2008) International Journal of Sediment Research , vol.23 , Issue.2 , pp. 167-173
    • Zhou, W.F.1    Wu, B.F.2


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