Decision support for dam release during floods using a distributed biosphere hydrological model driven by quantitative precipitation forecasts

Water Resources Research

Volumn 46, Issue 10, 2010, Pages

  Valeriano, Oliver C Saavedra ^a,b,c   Koike, Toshio ^a   Yang, Kun ^d   Graf, Tobias ^e   Li, Xin ^f   Wang, Lei ^a   Han, Xujun ^f  

^a UNIVERSITY OF TOKYO   (Japan)

^b TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^c EGYPT JAPAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Egypt)

^d INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^e GAF AG   (Germany)

^f Chinese Academy of Sciences   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONTRIBUTING AREAS; CONTROL POINT; DECISION SUPPORTS; DECISION VARIABLES; FLOOD PEAK; FORECAST ERRORS; HEAVY RAINFALL; HYDROLOGICAL MODELS; MESOSCALE; OBJECTIVE FUNCTIONS; PRECIPITATION INTENSITY; QUANTITATIVE PRECIPITATION FORECAST; RESERVOIR STORAGE; RESERVOIR SYSTEMS; RIVER BASINS; SUBBASINS; TIME STEP; WATER STORAGE;

ARTIFICIAL INTELLIGENCE; CLIMATE MODELS; DAMS; DECISION MAKING; DECISION SUPPORT SYSTEMS; DECISION THEORY; FLOOD CONTROL; RAIN; WEATHER FORECASTING;

RESERVOIRS (WATER);

BIOSPHERE; DAM; DECISION SUPPORT SYSTEM; FLOODING; HYDROLOGICAL MODELING; PRECIPITATION (CLIMATOLOGY); RAINFALL; REAL TIME; RIVER BASIN; STREAMFLOW;

JAPAN;

EID: 78149316161     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2010WR009502     Document Type: Article

References (42)

1. Boussetta, S., T. Koike, K. Yang, T. Graf, and M. Pathmathevan (2008), Development of a coupled land-atmosphere satellite data assimilation system for improved local atmospheric simulations, Remote Sens. Environ., 112, 720-734.
2. Chang, L.-C. (2008), Guiding rational reservoir flood operation using penalty-type genetic algorithm, J. Hydrol., 354, 65-74.
3. Chang, L.-C., and F.-J. Chang (2001), Intelligent control for modeling of real-time reservoir operation, Hydrol. Processes, 15, 1621-1634.
4. Chang, L.-C., and F.-J. Chang (2009), Multi-objective evolutionary algorithm for operating parallel reservoir system, J. Hydrol., 377, 12-20.
5. Chen, L. (2003), Real coded genetic algorithm optimization of long term reservoir operation, J. Am. Water Resour. Assoc., 39(5), 1157-1165.
6. Collischonn, W., R. Hass, I. Andreolli, and C. E. Morelli Tucci (2005), Forecasting River Uruguay flow using rainfall forecasts from a regional weather-prediction model, J. Hydrol., 305, 87-98.
7. Crawford, T. M., and C. E. Duchon (1999), An improved parameterization for estimating effective atmospheric emissivity for use in calculating daytime downwelling long-wave radiation, J. Appl. Meteorol., 38, 474-480.
8. Duan, Q., S. Sorooshian, and V. K. Gupta (1992), Effective and efficient global optimization for conceptual rainfall-runoff models, Water Resour. Res., 28(4), 1015-1031.
9. Ebert, E. E., and L. L. McBride (2000), Verification of precipitation in weather systems: Determination of systematic errors, J. Hydrol., 239, 179-202.
10. Golding, B. W. (2000), Quantitative precipitation forecasting in the UK, J. Hydrol., 239, 286-305.
11. Goovaerts, P. (1997), Geostatistics for Natural Resources Evaluation, 483 pp., Oxford Univ. Press, New York.
12. Heuvelink, G. B. M. (1998), Error Propagation in Environmental Modelling with GIS, 127 pp., Taylor & Francis, London.
13. Honda, Y., M. Nishijima, K. Koizumi, Y. Ohta, K. Tamiya, T. Kawabata, and T. Tsuyuki (2005), A pre-operational variational data assimilation system for a non-hydrostatic model at the Japan Meteorological Agency: Formulation and preliminary results, Q. J. R. Meteorol. Soc., 131, 3465-3475.
14. Hsu, N.-S., and C.-C. Wei (2007), A multipurpose reservoir real-time operation model for flood control during typhoon invasion, J. Hydrol., 336, 282-293.
15. Huntington, T. G. (2006), Evidence for intensification of the global water cycle: Review and synthesis, J. Hydrol., 319, 83-95
16. Huntington T. G.ntergovernmental Panel on Climate Change (IPCC) (2007), Climate Change 2007: The Physical Science Basis, 996 pp., Cambridge Univ. Press, Cambridge, U. K.
17. Jasper, K., J. Gurtz, and H. Lang (2002), Advanced flood forecasting in Alpine watersheds by coupling meteorological observations and forecasts with a distributed hydrological model, J. Hydrol., 267, 40-52.
18. Kojiri, T., T. Hamaguchi, and M. Ode (2008), Assessment of global warming impacts on water resources and ecology of a river basin in Japan, J. Hydro Environ. Res., 1, 164-175.
19. Krzysztofowicz, R., and C. G. Collier (Eds.) (2004), Quantitative precipitation forecasting II, J. Hydrol., 288(1-2).
20. Kyselý, J., and R. Beranová (2009), Climate-change effects on extreme precipitation in central Europe: Uncertainties of scenarios based on regional climate models, Theor. Appl. Climatol., 95, 361-374.
21. Labadie, J. W. (2004), Optimal operation of multireservoir systems state-of-the-art review, J. Water Resour. Plann. Manage., 130(2), 93-111.
22. Ministry of Construction (1995), Reservoir operation manuals for the upper Tone River basin (in Japanese), Reservoir Manage. Off. of the Upper Tone River Basin, Kanto Bur., Minist. of Construction, Japan.
23. Ngo, L. L., H. Madsen, D. Rosbjerg (2007), Simulation and optimisation modelling approach for operation of the Hoa Binh reservoir, Vietnam, J. Hydrol., 336, 269-281.
24. Oliveira, R., and D. Loucks (1997), Operating rules for multireservoir systems, Water Resour. Res., 33(4), 839-852.
25. Saavedra, O., T. Koike, K. Yang, D. Yang, C. T. Nyunt, D. V. Khanh, and L.C. Chau (2009), Flood simulation using different sources of rainfall in the Huong River, Vietnam, Hydrol. Sci. J., 54(5), 909-917.
26. Saavedra, O., T. Koike, K. Yang, and D. Yang (2010), Optimal dam operation during flood season using a distributed hydrological model and a heuristic algorithm, J. Hydrol. Eng., 15(7), 580-586, doi:10.1061/(ASCE)HE.1943- 5584.0000212.
27. Saito, K., J. I. Ishida, K. Aranami, T. Hara, T. Segawa, M. Narita, and Y. Honda (2007), Nonhydrostatic atmospheric models and operational development at JMA, J. Meteorol. Soc. Jpn., 85B, 271-304.
28. Sellers, P. J., D. A. Randall, G. J. Collatz, J. A. Berry, C. B. Field, D. A. Dazlich, C. Zhang, G. D. Collelo, and L. Bounoua (1996), A revised land surface parameterization (SiB2) for atmospheric GCMs, Part I: Model formulation, J. Clim., 9, 676-705.
29. Shim, K.-C, D. G. Fontane, and J. W. Labadie (2002), Spatial decision support system for integrated river basin flood control, J. Water Resour. Plann. Manage., 128(3), 190-201.
30. Takahasi, Y., and T. Okuma (1979), Historical review of floods and their damage in the Tone River basin, J. Nat. Disaster Sci., 1, 35-50.
31. Turner, M. R. J., J. P. Walker, and P. R. Oke (2008), Ensemble member generation for sequential data assimilation, Remote Sens. Environ., 112, 1421-1433.
32. Verdin, K. L., and J. P. Verdin (1999), A topological system for delineation and codification of the Earth's river basins, J. Hydrol., 218, 1-12.
33. Wang, L., T. Koike, K. Yang, T. K. Jackson, R. Bindlish, and D. Yang (2009a), Development of a distributed biosphere hydrological model and its evaluation with the Southern Great Plains Experiments (SGP97 and SGP99), J. Geophys. Res., 114, D08107, doi:10.1029/2008JD010800.
34. Wang, L., T. Koike, K. Yang, and P. J.-F. Yeh (2009b), Assessment of a distributed biosphere hydrological model against streamflow and MODIS land surface temperature in the upper Tone River Basin, J. Hydrol, 377, 21-34.
35. Wei, C.-C, and N.-S. Hsu (2009), Optimal tree-based release rules for real-time flood control operations on a multipurpose multireservoir system, J. Hydrol, 365(3-4), 213-224.
36. Wurbs, R. A. (1993), Reservoir-system simulation and optimization models, J. Water Res. Plann. Manage., 119(4), 455-472.
37. Yang, D., S. Herath, T. Oki, and K. Musiake (2001), Application of a distributed hydrological model in the Asian monsoon tropic region with a perspective of coupling with atmospheric models, J. Meteorol. Soc. Jpn., 79(1B), 373-385.
38. Yang, D., S. Herath, and K. Musiake (2002), Hillslope-based hydrological model using catchment area and width functions, Hydrol. Sci. J., 47, 49-65.
39. Yang, D., T. Koike, and H. Tanizawa (2004), Application of a distributed hydrological model and weather radar observations for flood management, Hydrol. Processes, 18, 3119-3132.
40. Yang, K., T. Koike, and B. Ye (2006) Improving estimation of hourly, daily, and monthly downward shortwave radiation by importing global data sets, Agric. For. Meteorol, 137, 43-55.
41. Yang, K., T. Koike, I. Kaihotsu, and Q. Jun (2009), Validation of a dual-pass microwave land data assimilation system for estimating surface soil moisture in semiarid regions, J. Hydrometeorol., 10(3), 780-793.
42. Yeh, W. W.-G. (1985), Reservoir management and operation models: A state-of-the-art review, Water Resour. Res., 21(12), 1797-1818.