Effect of zero measurements on the spatial correlation structure of rainfall

Stochastic Environmental Research and Risk Assessment

Volumn 21, Issue 3, 2007, Pages 287-297

  Yoo, Chulsang ^a   Ha, Eunho ^b  

^a Korea University   (South Korea)

^b Yonsei University Wonju   (South Korea)

Author keywords

Bivariate mixed distribution; Rainfallin termittency; Spatial correlation; Zero measurement

Indexed keywords

CORRELATION; MEASUREMENT METHOD; RAINFALL;

GEUM;

EID: 33846114554     PISSN: 14363240     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00477-006-0064-3     Document Type: Article

References (20)

1. Arnaud P, Bouvier C, Cisneros L, Dominguez R (2002) Influence of rainfall spatial variability on flood prediction. J Hydrol 260:216-230
2. Eagleson PS (1972) Dynamics of flood frequency. Water Resour Res 8(4):878-898
3. Finnerty BD, Smith MB, Seo D-J, Koren V, Moglen GE (1997) Space-time scale sensitivity of the sacramento model to radar-gauge precipitation inputs. J Hydrol 203:21-38
4. Graves CE, Valdes JB, Shen SSP, North GR (1993) Evaluation of sampling errors of rainfall from space-borne and ground sensors. J Appl Meteorol 32:374-384
5. Ha E, Yoo C (2006) Use of mixed bivariate distributions for deriving inter-station correlation coefficients of rainfall. Hydrological Processes (in press)
6. Habib E, Krajewski WF, Ciach GJ (2001) Estimation of rainfall interstation correlation. J Hydrometeorol 2(6):621-629
7. Houze RA, Cheng CP (1977) Radar characteristics of tropical convection observed during GATE: Mean properties and trends over the summer season. Mon Weather Rev 105:964-980
8. Kedem B, Chiu LS, North GR (1990) Estimation of mean rain rate: application to satellite observations. J Geophys Res 95:1965-1972
9. Kim SR, Yang JS (1995) Classification of precipitation regions associated with extratropical cyclone in Korea. J Korean Region Geogr Assoc 1(1):45-60
10. Kim UT, Lee DR, Kim SK, Lee SH (2000) Delimitation of homogeneous regions for precipitation. In: Proceedings of Korea Water Resources Association Conference 2000, Yongin, Korea, pp 75-78
11. Moon YS (1990) Division of precipitation regions in Korea through the cluster analysis. J Korean Meteorol Soc 24(4):203-215
12. Moon YS (1996) Regional division according to the annual change of sunshine duration in Korea. J Korean Environ Sci Soc 5(3):253-263
13. Mostafa MD, Mahmoud MW (1964) On the problem of estimation for the bivariate log-normal distribution. Biometrika 51:522-527
14. Park JK, Lee S-M (1993) A regionalization of annual precipitation over South Korea. J Korean Meteorol Soc 29(2):117-126
15. Parzen E (1962) Stochastic processes. Holden-Day, San Francisco, CA, 324pp
16. Shimizu K (1993) A bivariate mixed log-normal distribution with an analysis of rainfall data. J Appl Meteorol 32:161-171
17. Shimizu K, Sagae M (1990) Modeling bivariate data containing zeros, with an analysis of daily rainfall data. Jpn J Appl Stat 19:19-31
18. Valdes JB, Ha E, Yoo C, North GR (1994) Stochastic characterization of space-time precipitation: Implications for remote sensing. Adv Water Resour 17:47-99
19. Woods R, Sivapalan M (1999) A synthesis of space-time variability in storm response: Rainfall, runoff generation, and routing. Water Resour Res 35(8):2469-2485
20. Yoo C, Valdes JB, North GR (1996) Stochastic modeling of multi-dimensional rainfall fields considering spectral structure. Water Resour Res 32(7):2175-2187