Estimating characteristics of rainfall and their effects on sampling schemes: Case study for Han River Basin, Korea

Journal of Hydrologic Engineering

Volumn 8, Issue 3, 2003, Pages 145-157

  Yoo, Chulsang ^a   Jung, Kwang Sik ^b   Ahn, Jae Hyun ^c  

^a Korea University   (South Korea)

^b Hanjo Engineering Co Ltd   (South Korea)

^c Seokyung University   (South Korea)

Author keywords

Algorithms; Nonlinear programming; Parameters; Rainfall; Sampling

Indexed keywords

GENETIC ALGORITHMS; NONLINEAR PROGRAMMING; RAIN; RIVERS;

POINT-GAUGE MEASUREMENTS;

HYDROLOGY;

PARAMETERIZATION; RAINFALL; RAINGAUGE; SAMPLING;

SOUTH KOREA;

EID: 0038782909     PISSN: 10840699     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)1084-0699(2003)8:3(145)     Document Type: Article

References (28)

1. Austin, P. M., and Houze, R. A. (1972). "Analysis of rainfall patterns in New England." J. Appl. Meteorol., 11, 926-934.
2. Cieniawski, S. E., Eheart, J. W., and Ranjithan, S. (1995). "Using genetic algorithms to solve a multiobjective groundwater monitoring problem." Water Resour. Res., 31(2), 399-409.
3. Entekhabi, D., Rodriguez-Iturbe, I., and Eagleson, P. (1989). "Probabilistic representation of the temporal rainfall process by a modified Neyman-Scott rectangular pulses model: Parameter estimation and validation." Water Resour. Res., 25(2), 295-302.
4. Goldberg, D. E., and Kuo, C. H. (1987). "Genetic algorithms in pipeline optimization." J. Comput. Civ. Eng., 1(2), 128-141.
5. Graves, C. E., Valdes, J. B., Shen, S. S. P., and North, G. R. (1993). "Evaluation of sampling errors of rainfall from space-borne and ground sensors." J. Appl. Meteorol., 32, 374-384,
6. Gupta, V. K., and Waymire, E. (1987). "On Taylor's hypothesis and dissipation in rainfall." J. Geophys. Res., [Atmos.], 92, 9657-9660.
7. Holland, J. H. (1975). Adaptation in natural and artificial systems, MIT Press, Cambridge. Mass.
8. Islam, S., Bras, R. L., and Rodriguez-Iturbe, I. (1988). "Multidimensional modeling of cumulative rainfall: Parameter estimation and model adequacy through a continuum of scales." Water Resour. Res., 24, 992-995.
9. Kim, S., Chea, S., and Kim, G. (1999). "Estimation of QUAL2E reaction coefficients by the genetic algorithm." J. Kor. Soc. Civ. Eng., 19(11-4), 507-514.
10. Koepsell, R. W., and Valdes, J. B. (1991). "Multi-dimensional rainfall parameter estimation from sparse network." J. Hydraul. Eng., 117, 832-850.
11. Korea Meteorological Administration. (1995). Monthly Meteorological Summary. Seoul, Korea.
12. Liong, S.-Y., Chan, W. T., and ShreeRam, J. (1995). "Peak-flow forecast with genetic algorithm and SWMM." J. Hydraul. Eng., 121(8), 613-617.
13. McKinney, D. C., and Lin, M. (1994). "Genetic algorithm solution of groundwater management models." Water Resour. Res., 30(6), 1897-1906.
14. Mulligan, A. E., and Brown, L. C. (1998). "Genetic algorithms for calibrating water quality model." J. Environ. Eng., 124(3), 202-211.
15. North, G. R., and Nakamoto, S. (1989). "Formalism for comparing rain estimation designs." J. Atmos. Ocean. Technol., 6, 985-992.
16. North, G. R., Shen, S. S. P., and Upson, R. B. (1991). "Combining rain gages with satellite measurements for optimal estimates of area-time averaged rain rates." Water Resour. Res., 27, 2785-2790.
17. North, G. R., Valdes, J. B., Ha, E., and Shen, S. S. P. (1994). "The ground-truth problem for satellite estimates of rainfall." J. Atmos. Ocean. Technol., 11(4), 1035-1041.
18. Park, B., Cha, H., and Kim, J. (1999a). "A study on parameters estimation of storage function model using the genetic algorithms." J. Kor. Water Resour. Assoc., 30(4), 347-355.
19. Park, Y., Geem, Z., Kim, T., and Kim, J. (1999b). "Optimal cost desin of pipe nework systems using genetic algorithms." J. Kor. Water Resour. Assoc., 32(1), 71-81.
20. Ritzel, B. J., Eheart, J. W., and Ranjithan, S. (1994). "Using genetic algorithms to solve a multiple objective groundwater pollution problem." Water Resour. Res., 30(5), 1589-1603.
21. Sorman, U. S. (1972). "Digital simulation of thunderstorm rainfall." PhD Dissertation, Georgia Institute of Technology, Atlanta.
22. Valdes, J. B., Ha, E., Yoo, C., and North, G. R. (1994). "Stochastic characterization of space-time rainfall: Implications for remote sensing." Adv. Water Resour., 17, 47-99.
23. Valdes, J. B., Nakamoto, S., Shen, S. S. P., and North, G. R. (1990). "Estimation of multi-dimensional rainfall parameters by areal estimates of oceanic rainfall." J. Geophys. Res., [Atmos.], 95(D3), 2101-2111.
24. Wang, Q. J. (1991). "The genetic algorithm and its application to calibrating conceptual rainfall-runoff models." Water Resour. Res., 27(9), 2467-2482.
25. Wardlaw, R., and Sharif, M. (1999). "Evaluation of genetic algorithms for optimal reservoir system operation." J. Water Resour. Plan. Manage., 125(1), 25-33.
26. Waymire, E., Gupta, V. K., and Rodriguez-Iturbe, I. (1984). "Spectral theory of rainfall intensity at the meso-beta scale." Water Resour. Res., 20(10), 1453-1465.
27. Yoo, C. (2000). "On the sampling errors from raingauges and microwave attenuation measurements." Stoch. Environ. Res. Risk Assess., 14(1), 69-77.
28. Yoo, C., Valdes, J. B., and North, G. R. (1996). "Stochastic modeling of multi-dimensional rainfall fields considering spectral structure." Water Resour. Res., 32(7), 2175-2187.