Bayesian dynamic modeling for monthly Indian summer monsoon rainfall using El Niño-Southern Oscillation (ENSO) and Equatorial Indian Ocean Oscillation (EQUINOO)

Journal of Geophysical Research Atmospheres

Volumn 111, Issue 7, 2006, Pages

  Maity, Rajib ^a   Nagesh Kumar, D ^a  

^a INDIAN INSTITUTE OF SCIENCE   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CLIMATOLOGY; CORRELATION METHODS; DYNAMICS; MATHEMATICAL MODELS; OSCILLATIONS; RAIN;

CLIMATE MODELING; CLIMATE PREDICTION; CLIMATE VARIATION; EL NINO-SOUTHERN OSCILLATION; EQUATORIAL DYNAMICS; MONSOON; RAINFALL;

INDIAN OCEAN; INDIAN OCEAN (EQUATORIAL);

EID: 33646799122     PISSN: 01480227     EISSN: None     Source Type: Journal    
DOI: 10.1029/2005JD006539     Document Type: Article

References (33)

1. Ashok, K., Z. Guan, and T. Yamagata (2001), Impact of Indian Ocean dipole on the relationship between the Indian monsoon rainfall and ENSO, Geophys. Res. Lett., 28, 4499-4502.
2. Berger, J., and D. R. Insua (1998), Recent developments in Bayesian inference with applications in hydrology, in Statistical and Bayesian Methods in Hydrological Sciences, edited by E. Parent et al., pp. 43-62, UNESCO Press, Paris.
3. Berliner, L. M., C. K. Wikle, and N. Cressie (2000), Long-lead prediction of Pacific SSTs via Bayesian dynamic modeling, J. Clim., 13, 3953-3968.
4. Bernier, J. (1994), Statistical detection of changes in geophysical series, in Engineering Risk in Natural Resources Management With Special References to Hydrosystems Under Changes of Physical or Climatic Environment, NATO ASI Ser. E, Applied Sciences, vol. 275, edited by L. Duckstein and E Parent, pp. 343-357, Elsevier, New York.
5. Besag, J., P. Green, D. Higdon, and K. Mengersen (1995), Bayesian computation and stochastic systems, Stat. Sci., 10, 1-58.
6. Dracup, J. A., and E. Kahya (1994), The relationship between U.S. stream-flow and La Niña events, Water Resour. Res., 30(7), 2133-2141.
7. Eltahir, E. A. B. (1996), El Niño and the natural variability in the flow of the Nile River, Water Resour. Res., 32(1), 131-137.
8. Gadgil, S. (2003), The Indian Monsoon and its variability, Annu, Rev. Earth Planet. Sci., 31, 429-467, doi:10.1146/ annurev.earth.31.100901.141251.
9. Gadgil, S., J. Srinivasan, R. S. Nanjundiah, K. Krishna Kumar, A. A. Munot, and K. Rupa Kumar (2002), On forecasting the Indian summer monsoon: The intriguing season of 2002, Curr. Sci., 83(4), 394-403.
10. Gadgil, S., P. N. Vinayachandran, and P. A. Francis (2003), Droughts of the Indian summer monsoon: Role of clouds over the Indian ocean, Curr. Sci,, 85(12), 1713-1719.
11. Gadgil, S., P. N. Vinayachandran, P. A. Francis, and S. Gadgil (2004), Extremes of the Indian summer monsoon rainfall, ENSO, and equatorial Indian Ocean oscillation, Geophys. Res. Lett., 31, L12213, doi:10.1029/ 2004GL019733.
12. Jain, S., and U. Lall (2001), Floods in a changing climate: Does the past represent the future?, Water Resour Res., 37(12), 3193-3205.
13. Kahya, E., and J. A. Dracup (1993), U.S. streamflow patterns in relation to the El Niño/Southern Oscillation, Water Resour Res., 29(8), 2491-2503.
14. Kalnay, E., et al. (1996), The NCEP/NCAR 40-year reanalysis project, Bull. Am. Meteorol. Soc., 2, 437-471.
15. Kane, R. P. (1998), Extremes of the ENSO phenomenon and Indian summer monsoon rainfall, Int. J. Climatol., 18, 775-791.
16. Khandekar, M. L., and V. R. Neralla (1984), On the relationship between the sea surface temperatures in the equatorial Pacific and the Indian monsoon rainfall, Geophys. Res. Lett., 11, 1137-1140.
17. Kiladis, G. N., and H. F. Diaz (1989), Global climatic anomalies associated with extremes in the Southern Oscillation, J. Clim., 2, 1069-1090.
18. Krishna Kumar, K., B. Rajagopalan, and M. A. Cane (1999), On the weakening relationship between the Indian Monsoon and ENSO, Science, 284, 5423, doi:10.1126/science.284.5423.2156.
19. Krishnaswamy, J., M. Lavine, D. D. Richter, and K. Korfmacher (2000), Dynamic modeling of long-term sedimentation in the Yadkin River basin, Adv. Water Resour., 23, 881-892.
20. Krishnaswamy, J., P. N. Halpin, D. D. Richter, and K. Korfmacher (2001), Dynamics of sediment discharge in relation to land-use and hydro-climatology in a humid tropical watershed in Costa Rica, J. Hydrol., 353, 91-109.
21. Li, T., Y. S. Zhang, C. P. Chang, and B. Wang (2001), On the relationship between Indian Ocean sea surface temperature and Asian summer monsoon, Geophys. Res. Lett., 28, 2843-2846.
22. Mooley, D. A., and D. A. Paolino (1989), The response of the Indian monsoon associated with the change in sea surface temperature over the eastern south equatorial Pacific, Mausam, 40, 369-380.
23. Normand, C. (1953), Monsoon seasonal forecasting, Q. J. R. Meteorol. Soc., 79, 463-473.
24. Pant, G. B., and B. Parthasarathy (1981), Some aspect of an association between the Southern Oscillation and Indian summer monsoon, Arch. Meteorol. Geophys. Bioklimatol., Ser B, 89, 179-195.
25. Pole, A., M. West, and J. Harrison (1994), Applied Bayesian Forecasting and Time Series Analysis, CRC Press, Boca Raton, Fla.
26. Rasmusson, E. M., and T. H. Carpenter (1983), The relationship between eastern equatorial Pacific sea surface temperature and rainfall over India and Sri Lanka, Mon. Weather Rev., 111, 517-528.
27. Ropelewski, C. F., and M. S. Halpert (1987), Global and regional scale precipitation patterns associated with the El Niño/Southern Oscillation, Mon. Weather Rev., 115, 1606-1626.
28. Saji, N. H., B. N. Goswami, P. N. Vinayachandran, and T. Yamagata (1999), A dipole mode in the tropical Indian Ocean, Nature, 401, 360-363.
29. Srinivasan, J., and R. S. Nanjundiah (2002), The evolution of Indian summer monsoon in 1997 and 1983, Meteorol. Atmos. Phys., 79, 243-257.
30. Walker, G. T. (1923), Correlation in seasonal variations of weather: III. A preliminary study of world weather, Mem. India Meteorol. Dep., 24, 75-131.
31. Walker, G. T. (1924), Correlation in seasonal variations of weather: IV. A further study of world weather, Mem. India Meteorol. Dep., 24, 275-332.
32. Webster, P. J., A. M. Moore, J. P. Loschnigg, and R. R. Leben (1999), Coupled oceanic-atmospheric dynamics in the Indian Ocean during 1997-98, Nature, 401, 356-360.
33. West, M., and P. J. Harrison (1997), Bayesian Forecasting and Dynamic Models, 2nd ed., Springer, New York.