Relative merits of different methods for runoff predictions in ungauged catchments

Water Resources Research

Volumn 45, Issue 7, 2009, Pages

  Zhang, Yongqiang ^a   Chiew, Francis H S ^a  

^a CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

AUSTRALIA; DAILY RAINFALL; LEAF AREA INDEX; MODELING RESULTS; OPTIMIZED PARAMETER; RAINFALL-RUNOFF MODELS; RANDOM SELECTION; REMOTELY SENSED DATA; RUNOFF PREDICTION; SPATIAL PROXIMITY; UNGAUGED CATCHMENT;

FORECASTING; FORESTRY; RAIN; REMOTE SENSING; RUNOFF;

CATCHMENTS;

CATCHMENT; LEAF AREA INDEX; OPTIMIZATION; PREDICTION; RAINFALL-RUNOFF MODELING; REMOTE SENSING;

AUSTRALASIA; AUSTRALIA;

EID: 69249151257     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2008WR007504     Document Type: Article

References (42)

1. Bardossy, A. (2007), Calibration of hydrological model parameters for ungauged catchments, Hydrol. Earth Syst. Sci., 11, 703-710. (Pubitemid 46134825)
2. Beven, K., and J. Freer (2001), Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology, J. Hydrol., 249, 11-29. (Pubitemid 32664993)
3. Bloschl, G., and M. Sivapalan (1995), Scale issues in hydrological modeling-A review, Hydrol. Processes, 9, 251-290. (Pubitemid 26441703)
4. Chau, K. W. (2006), Particle swarm optimization training algorithm for ANNs in stage prediction of Shing Mun River, J. Hydrol., 329, 363-367.
5. Chen, J., P. Jonsson, M. Tamura, Z. H. Gu, B. Matsushita, and L. Eklundh (2004), A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter, Remote Sens. Environ., 91, 332-344. (Pubitemid 38791552)
6. Cheng, C. T., C. P. Ou, and K. W. Chau (2002), Combining a fuzzy optimal model with a genetic algorithm to solve multi-objective rainfall-runoff model calibration, J. Hydrol., 268, 72-86.
7. Chiew, F. H. S., and T. A. McMahon (2002), Global ENSO-streamflow teleconnection, streamflow forecasting and interannual variability, Hydrol. Sci. J., 47, 505-522.
8. Chiew, F. H. A., T. C. Piechota, J. A. Dracup, and T. A. McMahon (1998), El Niño Southern Oscillation and Australian rainfall, streamflow and drought: Links and potential for forecasting, J. Hydrol., 204, 138-149.
9. Chiew, F. H. S., M. C. Peel, and A. W. Western (2002), Application and testing of the simple rainfall-runoff model SIMHYD, in Mathematical Models of Small Watershed Hydrology and Applications, edited by V. P. Singh and D. K. Frevert, pp. 335-367, Water Resources, Littleton, Colo.
10. Dilley, A. C, M. Edwards, D. M. O'Brien, and R. M. Mitchell (2000), Operational AVHRR processing modules: Atmospheric correction, cloud masking and BRDF compensation, CSIRO Atmospheric Research Paper, pp. 14-24. (Available at http://www.eoc.csiro.au/tasks/task4-2/AVHRRFinal2.pdf)
11. Eberhart, R. C., and J. Kennedy (1995), A new optimizer using particle swarm theory, in Sixth International Symposium on Micro Machine and Human Science, Nagoya Municipal Industrial Research Institute, pp. 39-43, doi: 10.1109/MHS.1995.494215, IEEE Press, Piscataway, N.J.
12. Fang, H. L., S. L. Liang, J. R. Townshend, and R. E. Dickinson (2008), Spatially and temporally continuous LAI data sets based on an integrated filtering method: Examples from North America, Remote Sens. Environ., 112, 75-93.
13. Gan, T. Y., E. M. Dlamini, and G. F. Biftu (1997), Effects of model complexity and structure, data quality, and objective functions on Hydrologic modeling, J. Hydrol., 192, 81-103. (Pubitemid 27307187)
14. Gill, M. K., Y. H. Kaheil, A. Khalil, M. McKee, and L. Bastidas (2006), Multiobjective particle swarm optimization for parameter estimation in hydrology, Water Resour. Res., 42, W07417, doi: 10.1029/2005WR004528. (Pubitemid 44300484)
15. Goswami, M., K. M. O'Connor, and K. P. Bhattarai (2007), Development of regionalisation procedures using a multijmodel approach for flow simulation in an ungauged catchment, J. Hydrol., 333, 517-531. (Pubitemid 46053973)
16. Jayawardena, A. W., and M. C. Zhou (2000), A modified spatial soil moisture storage capacity distribution curve for the Xinanjiang model, J. Hydrol., 227, 93-113.
17. Jeffrey, S. J., J. O. Carter, K. B. Moodie, and A. R. Beswick (2001), Using spatial interpolation to construct a comprehensive archive of Australian climate data, Environ. Modell. Software, 16, 309-330.
18. Leuning, R., Y. Q. Zhang, A. Rajaud, H. A. Cleugh and K. Tu (2008), A simple surface conductance model to estimate evaporation using MODIS leaf area index and the Penman-Monteith equation, Water Resour. Res., 44, W10419, doi: 10.1029/2007WR006562.
19. Mclntyre, N., H. Lee, H. Wheater, A. Young, and T. Wagener (2005), Ensemble predictions of runoff in ungauged catchments, Water Resour. Res., 41, W12434, doi: 10.1029/2005WR004289. (Pubitemid 43151131)
20. McKenzie, N. J., D. W. Jacquier, L. J. Ashton, and H. P. Cresswell (2000), Estimation of soil properties using the Atlas of Australian Soils, Tech. Rep. 11/00, CSIRO Land and Water, Canberra, ACT, Australia.
21. Merz, R., and G. Bloschl (2004), Regionalisation of catchment model parameters, J. Hydrol., 287, 95-123. (Pubitemid 38300324)
22. Merz, R., and G. Bloschl (2009), A regional analysis of event runoff coefficients with respect to climate and catchment characteristics in Austria, Water Resour. Res., 45, W01405, doi: 10.1029/2008WR007163.
23. Nash, J. E., and J. V. Sutcliffe (1970), River forcasting using conceptual models. 1: A discussion of principles, J. Hydrol., 10, 280-290.
24. Oudin, L., V. Andreassian, J. Lerat, and C. Michel (2008a), Has land cover a significant impact on mean annual streamflow? An international assessment using 1508 catchments, J. Hydrol., 357, 303-316.
25. Oudin, L., V. C. Andreassian, C. Perrin, C. Michel, and N. Le Moine (2008b), Spatial proximity, physical similarity, regression and ungauged catchments: A comparison of regionalization approaches based on 913 French catchments, Water Resour. Res., 44, W03413, doi: 10.1029/2007WR006240. (Pubitemid 351628543)
26. Parajka, J., R. Merz, and G. Bloschl (2005), A comparison of regionalisa-tion methods for catchment model parameters, Hydrol. Earth Syst. Sci., 9, 157-171. (Pubitemid 41555703)
27. Parajka, J., G. Bloschl, and R. Merz (2007), Regional calibration of catch-ment models: Potential for ungauged catchments, Water Resour. Res., 43, W06406, doi: 10.1029/2006WR005271. (Pubitemid 47124429)
28. Piechota, T. C, F. H. S. Chiew, J. A. Dracup, and T. A. McMahon (1998), Seasonal streamflow forecasting in eastern Australia and the El Niño Southern Oscillation, Water Resour. Res., 34, 3035-3044.
29. Post, D. A., J. A. Jones, and G. E. Grant (1998), An improved methodology for predicting the daily Hydrologic response of ungauged catchments, Environ. Modell. Software, 13, 395-403.
30. Power, S., T. Casey, C. Folland, A. Colman, and V. Mehta (1999), Inter-decadal modulation of the impact of ENSO on Australia, Clint. Dyn., 15, 319-324. (Pubitemid 29414087)
31. Priestley, C. H. B., and R. J. Taylor (1972), On the assessment of surface heat flux and evaporation using large-scale parameters, Mon. Weather Rev., 100, 81-92.
32. Ruffin, C., R. L. King, and N. H. Younani (2008), A combined derivative spectroscopy and Savitzky-Golay filtering method for the analysis of hyperspectral data, Geosci. Remote Sens., 45, 1-15.
33. Schaaf, C. B., et al. (2002), First operational BRDF, albedo nadir reflectance products from MODIS, Remote Sens. Environ., 83, 135-148. (Pubitemid 35307465)
34. Siriwardena, L., B. L. Finlayson, and T. A. McMahon (2006), The impact of land use change on catchment hydrology in large catchments: The Comet River, Central Queensland, Australia, J. Hydrol., 326, 199-214. (Pubitemid 43850999)
35. Sivapalan, M., et al. (2003), IAHS decade on Predictions in Ungauged Basins (PUB), 2003-2012: Shaping an exciting future for the hydrolo-gical sciences, Hydrol. Sci. J., 48, 857-880. (Pubitemid 37529254)
36. Verdon, D. C, A. M. Wyatt, A. S. Kiem, and S. W. Franks (2004), Multi-decadal variability of rainfall and streamflow: Eastern Australia, Water Resour. Res., 40, W10201, doi: 10.1029/2004WR003234. (Pubitemid 41759973)
37. Yildiz, O., and A. P. Barros (2007), Elucidating vegetation controls on the hydroclimatology of a mid-latitude basin, J. Hydrol., 333, 431-448. (Pubitemid 46053970)
38. Young, A. R. (2006), Stream flow simulation within UK ungauged catchments using a daily rainfall-runoff model, J. Hydrol., 320, 155-172.
39. Zhang, Y. Q., and M. Wegehenkel (2006), Integration of MODIS data into a simple model for the spatial distributed simulation of soil water content and evapotranspiration, Remote Sens. Environ., 104, 393-408.
40. Zhang, Y. Q., F. H. S. Chiew, L. Zhang, R. Leuning, and H. A. Cleugh (2008), Estimating catchment evaporation and runoff using MODIS leaf area index and the Penman-Monteith Equation, Water Resour. Res., 44, W10420, doi: 10.1029/2007WR006563.
41. Zhang, Y. Q., F. H. S. Chiew, L. Zhang, and H. X. Li (2009), Use of remotely sensed actual evapotranspiration to improve rainfall-runoff modelling in southeast Australia, J. Hydrometeorol, 10, doi: 10.1175/2009JHM1061.1171.
42. Zhao, R. J. (1992), The Xinanjiang model applied in China, J. Hydrol, 135, 371-381.