Improved multisite stochastic weather generation with applications to historical data in South Korea

Asia-Pacific Journal of Atmospheric Sciences

Volumn 46, Issue 4, 2010, Pages 497-504

  Lee, Donghwan ^a   An, Hyungmi ^a   Lee, Youngjo ^a   Lee, Jaeyong ^a   Lee, Hyo Shin ^b   Oh, Hee Seok ^a  

^a Seoul National University   (South Korea)

^b Meteorological Research Institute   (South Korea)

Author keywords

BIC; Markov chain; precipitation; spatial correlation; weather generator; WGEN

Indexed keywords

EID: 78651415634     PISSN: 19767633     EISSN: 19767951     Source Type: Journal    
DOI: 10.1007/s13143-010-0031-2     Document Type: Article

References (16)

1. F. Brissette M. Khalili R. Leconte 2007 Efficient stochastic generation of multi-site synthetic precipitation data J. Hydrol. 345 121 133 10.1016/j.jhydrol.2007.06.035 (Pubitemid 47569209)
2. Burnham, K. P., and D. R. Anderson, 2002: Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach, 2nd ed. Springer-Verlag, 488 pp.
3. H. Chang W. T. Kwon 2007 Spatial variations of summer precipitation trends in South Korea, 1973-2005 Environ. Res. Lett. 2 1 9 10.1088/1748-9326/2/ 4/045012
4. A. P. Dempster N. M. Laird D. B. Rubin 1977 Maximum likelihood from incomplete data via the EM algorithm J. Roy. Stat. Soc. B 39 1 38
5. Hutchinson, M. F., 1987: Methods of generation of weather sequences. Agricultural Environments: Characterization, Classification and Mapping, A. H. Buntinh, Ed., C. A. B. Int., 149-157.
6. M. Khalili R. Leconte F. Brissette 2007 Stochastic multisite generation of daily precipitation data using spatial autocorrelation J. Hydrol. 8 396 412
7. B. Brissette R. Leconte 2009 Stochastic multi-site generation of daily weather data J. Stoch. Environ. Res. Risk. Assess. 23 837 849 10.1007/s00477-008-0275-x
8. T. Kim H. Ahn G. Chung C. Yoo 2008 Stochastic multi-site generation of daily rainfall occurrence in south Florida J. Stoch. Environ. Res. Risk. Assess. 22 705 717 10.1007/s00477-007-0180-8
9. McQuarrie, A. D. R., and C. L. Tsai, 1998: Regression and Time Series Model Selection. World Scientific Publishing Company, Singapore, 504 pp.
10. J. F. Monserrat R. Fraile L. Rubio 2007 Application of alternating projection method to ensure feasibility of shadowing cross-correlation models Electron. Lett. 43 724 725 10.1049/el:20070236 (Pubitemid 46961551)
11. C. W. Richardson 1981 Stochastic simulation of daily precipitation, temperature, and solar radiation Water Resour. Res. 17 182 190 10.1029/WR017i001p00182
12. G. Schwarz 1978 Estimating the dimension of a model Ann. Stat. 6 461 464 10.1214/aos/1176344136
13. D. S. Wilks 1998 Multisite generalizations of a daily stochastic precipitation generation model J. Hydrol. 210 178 191 10.1016/S0022-1694(98) 00186-3 (Pubitemid 28504056)
14. D. S. Wilks 1999 Simultaenous stochastic simulation of daily precipitation, temperature, and solar radiation at multiple sites in complex terrain Agric. Forest Meteor. 96 85 101 10.1016/S0168-1923(99)00037-4 (Pubitemid 29427319)
15. R. L. Wilby 1999 The weather generation game: A review of stochastic weather models Prog. Phys. Geog. 23 329 357
16. D. A. Woolhiser J. Roldán 1982 Stochastic daily precipitation models 2. A comparison of distribution of amounts Water Resour. Res. 18 1461 1468 10.1029/WR018i005p01461 (Pubitemid 14255456)