Downscaling global weather forecast outputs using ANN for flood prediction

Journal of Applied Mathematics

Volumn 2011, Issue , 2011, Pages

  Do Hoai, Nam ^a   Udo, Keiko ^a   Mano, Akira ^a  

^a TOHOKU UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 79955004384     PISSN: 1110757X     EISSN: 16870042     Source Type: Journal    
DOI: 10.1155/2011/246286     Document Type: Article

References (17)

1. Jens B., Ezio T., Coupling meteorological and hydrological models for flood forecasting Hydrology and Earth System Sciences 2005 9 4 333 346
2. Nam D. H., Udo K., Mano A., Development of short-term flood forecast modela case study for central vietnam Annual Journal of Hydraulic Engineering, Japan Society of Civil Engineering 2010 54 163 168
3. Hsu K., Gupta H. V., Sorooshian S., Artificial neural network modeling of the rainfall-runoff process Water Resources Research 1995 31 10 2517 2530 (Pubitemid 26475080)
4. Dawson C. W., Wilby R. L., Hydrological modelling using artificial neural networks Progress in Physical Geography 2001 25 1 80 108 (Pubitemid 33028258)
5. Kim G., Barros A. P., Quantitative flood forecasting using multisensor data and neural networks Journal of Hydrology 2001 246 1-4 45 62 (Pubitemid 32453999)
6. Wardah T., Abu Bakar S. H., Bardossy A., Maznorizan M., Use of geostationary meteorological satellite images in convective rain estimation for flash-flood forecasting Journal of Hydrology 2008 356 3-4 283 298
7. Yokoi S., Matsumoto J., Collaborative effects of cold surge and tropical depression-type disturbance on heavy rainfall in Central Vietnam Monthly Weather Review 2008 136 9 3275 3287
8. Wilby R. L., Wigley T. M. L., Downscaling general circulation model output: A review of methods and limitations Progress in Physical Geography 1997 21 4 530 548
9. Rasmus E. B., Inger H. B., Deliang C., Emprirical-Statistical Downscaling 2008 World Scientific Publishing
10. Salathe E. P., Comparison of various precipitation downscaling methods for the simulation of streamflow in a rainshadow river basin International Journal of Climatology 2003 23 8 887 901
11. Glahn H. R., Lowry D. A., The Use of Model Output Statistics (MOS) in objective weather forecasting Journal of Applied Meteorology 1972 11 1203 1211
12. Schoof J. T., Pryor S. C., Downscaling temperature and precipitation: a comparison of regression-based methods and artificial neural networks International Journal of Climatology 2001 21 7 773 790 (Pubitemid 32589400)
13. Rumelhart D. E., McClelland J. L., Parallel Distributed Processing: Explorations in the Microstructures of Cognition 1986 1 Cambridge, Mass, USA MIT Press
14. Fletcher D., Goss E., Forecasting with neural networks: an application using bankruptcy data Information and Management 1993 24 3 159 167
15. Brierley P., Some practical application of neural networks in the electricity industry, Ph.D. thesis 1998 Cranfield, UK Cranfield University
16. Kardhana H., Mano A., Uncertainty evaluation in a flood forecasting model using JMA-NWP Journal of Disaster Research 2009 4 4 272 277
17. Nam D. H., Udo K., Mano A., Assessment of altitudinal dependence of rainfall in central vietnam Proceedings of the 12th International Summer Symposium 2010 Japan Society of Civil Engineering