Sensitivity analyses of landscape attributes on flow prediction in data-poor Semliki watershed

Physics and Chemistry of the Earth, Parts A/B/C - Tập 36 - Trang 814-822 - 2011
J. Kileshye Onema1,2, A.E. Taigbenu1
1Water Research Group, School of Civil and Environmental Engineering, University of Witwatersrand, Private Bag 3, WITS 2050, South Africa
2WaterNet, Box MP 600, Mount Pleasant, Harare, Zimbabwe

Tài liệu tham khảo

Andréassian, 2001, Impact of imperfect rainfall knowledge on the efficiency and the parameters of watershed models, J. Hydrol., 250, 206, 10.1016/S0022-1694(01)00437-1 Andréassian, 2004, Impact of imperfect potential evapotranspiration knowledge on the efficiency and the parameters of watershed models, J. Hydrol., 286, 19, 10.1016/j.jhydrol.2003.09.030 Ajami, 2007, An integrated hydrological Bayesian multi-model combination framework: confronting input, parameter and model structural uncertainty in hydrologic prediction, Water Resour. Res., 43, W01403, 10.1029/2005WR004745 Beven, 2006, On undermining the Science?, Hydrol. Process., 20, 3141, 10.1002/hyp.6396 Butts, 2004, Evaluation of the impact of model structure on hydrological modelling uncertainty for streamflow simulation, J. Hydrol., 298, 242, 10.1016/j.jhydrol.2004.03.042 Ewen, 2006, Errors and uncertainty in physically-based rainfall-runoff modeling of catchment change effects, J. Hydrol., 330, 641, 10.1016/j.jhydrol.2006.04.024 Fekete, 2004, Uncertainties in precipitation and their impacts on runoff estimates, J. Climatol., 17, 294, 10.1175/1520-0442(2004)017<0294:UIPATI>2.0.CO;2 Habib, 2008, Analysis of radar-rainfall error characteristics and implications for streamflow simulations uncertainty, J. Hydrol. Sci., 53, 568, 10.1623/hysj.53.3.568 Kardhana, 2009, Uncertainty on a short-term flood forecast with rainfall-runoff model, Adv. Water Resour. Hydraulic Eng., 1, 88, 10.1007/978-3-540-89465-0_17 Kileshye Onema, 2009, NDVI–rainfall relationship in the Semliki watershed of the equatorial Nile, Phys. Chem. Earth, 34, 711, 10.1016/j.pce.2009.06.004 Kileshye Onema, 2011, Classification and flow prediction in a data-scarce watershed of the equatorial Nile region, Hydrol. Earth Syst. Sci. Discuss., 8, 3599, 10.5194/hessd-8-3599-2011 Koutsoyiannis, 2006, An entropic-stochastic representation of rainfall intermittency: the origin of clustering and persistence, Water Resour. Res., 42, W01401, 10.1029/2005WR004175 Lindley, 2006 Moriasi, 2007, Model evaluation guidelines for systematic quantification of accuracy in watershed simulations, Am. Soc. Agric. Biol. Eng., 50, 885 Muleta, 2005, Sensitivity and uncertainty analysis coupled with automatic calibration for a distributed watershed model, J. Hydrol., 306, 127, 10.1016/j.jhydrol.2004.09.005 Ndomba, 2008, SWAT model application in a data scarce tropical complex catchment in Tanzania, Phys. Chem. Earth, 33, 626, 10.1016/j.pce.2008.06.013 Oudin, 2005, Which potential evapotranspiration input for a lumped rainfall-runoff model?: Part 1—Can rainfall-runoff models effectively handle detailed potential evapotranspiration inputs, J. Hydrol., 303, 275, 10.1016/j.jhydrol.2004.08.025 Saltelli, 1999, A quantitative model-independent method for global sensitivity analysis of model output, Technometrics, 41, 39, 10.1080/00401706.1999.10485594 Saltelli, 2000, What is sensitivity analysis?, 3 Schulze, R.E., 1995. Hydrology and Agrohydrology: A Text to Accompany the ACRU 3.00 Agrohydrological Modelling System, Water Research Commission, Pretoria, South Africa. Senay, 2009, Water balance dynamics in the Nile basin, Hydrol. Process., 23, 3675 Sutcliffe, J.V., Parks, Y.P., 1999. The hydrology of the Nile, IAHS Special Publication No. 5. Vrugt, 2005, Improvement treatment of uncertainty in hydrologic modelling: combining the strengths of global optimisation and data assimilation, Water Resour. Res., 41, W01017, 10.1029/2004WR003059 Wagener, 2007, Numerical and visual evaluation of hydrological and environmental models using the Monte Carlo analysis toolbox, Environ. Model. Soft., 22, 1021, 10.1016/j.envsoft.2006.06.017 Wagener, 2003, Towards reduced uncertainty in conceptual rainfall-runoff modelling: dynamic identifiability analysis, Hydrol. Process., 17, 455, 10.1002/hyp.1135 Xu, 2003, Testing the transferability of regression equations derived from small sub-catchments to a large area in central Sweden, Hydrol. Earth Syst. Sci., 7, 317, 10.5194/hess-7-317-2003