Application of Merged Precipitation Estimation Technique to Study Intense Rainfall Events over India and Associated Oceanic Region

Abstract

In this paper, an effort has been made to study heavy rainfall events during cyclonic storms and active monsoon cycle over Indian land and associated oceanic regions from recently developed merged rainfall technique using rain gauge and multi-satellite observations from Precipitation Radar (PR) onboard Tropical Rainfall Measuring Mission (TRMM), Special Sensor Microwave Imager (SSMI) onboard Defense Meteorological Satellite Program (DMSP) and Meteosat of Eumetsat. Four recent cyclonic events namely Gonu, Bijli, Aila and Laila were qualitatively analyzed using rainfall from this technique. This technique is validated against another merged rainfall product TRMM-3B42V6 and rain gauge observations during heavy rainfall events of the years 2007, 2008, 2009, 2010. Results presented in this study show that the heavy rainfall events are efficiently monitored by this technique.

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A. Mishra, "Application of Merged Precipitation Estimation Technique to Study Intense Rainfall Events over India and Associated Oceanic Region," Atmospheric and Climate Sciences, Vol. 2 No. 2, 2012, pp. 222-229. doi: 10.4236/acs.2012.22023.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] B. N. Goswami, V. Venugopal, D. Sengupta, M. S. Madhusoodanan and P. K. Xavier, “Increasing Trend of Extreme Rain Events over India in a Warming Environment,” Science, Vol. 314, No. 5804, 2006, pp. 1442-1445. doi:10.1126/science.1132027
[2] A. Mishra, R. M. Gairola, A. K. Varma, and V. K Agarwal, “Improved Rainfall Estimation over Indian Land Oceanic Regions Using Satellite Infrared Technique,” Advances in Space Research, Vol. 48, No. 1, 2011, pp. 49-55. doi:10.1016/j.asr.2011.02.016
[3] Arkin P. A. and B. N. Meisner, “The Relationship between Large Scale Convective Rainfall and Cold Cloud Cover over the Western Hemisphere during 1982-1984,” Monthly Weather Review, Vol. 115, No. 1, 1987, pp. 51-74. doi:10.1175/1520-0493(1987)115<0051:TRBLSC>2.0.CO;2
[4] A. Mishra, R. M. Gairola, A. K. Varma and V. K. Agarwal, “Study of Intense Heavy Rainfall Events over India Using KALPANA-IR and TRMM- Precipitation Radar Observations,” Current Science, Vol. 9, No. 5, 2009, pp. 689-695.
[5] Mishra A., R. M. Gairola, A. K. Varma and V. K. Agarwal, “Remote Sensing of Precipitation over Indian Land and Oceanic Regions by Synergistic Use of Multi-Satellite Sensors,” Journal of Geophysical Research, Vol. 115, 2010, 12 p. doi:10.1029/2009JD012157
[6] A. Mishra, R. M. Gairola and V. K. Agarwal, “Rainfall Estimation from Combined Observations Using KALPANA-IR and TRMM-Precipitation Radar Measurements over Indian Region,” Journal of Indian Society of Remote sensing, Vol. 40, No. 1, 2011, pp. 65-67. doi:10.1007/s12524-011-0128-9
[7] A. Mishra, R. M. Gairola and A. Yatagai, “Estimation of Precipitation over India and Associated Oceanic Regions by Combined Use of Gauge and Multi-Satellite Sensor Observations at Fine Scale,” Global Environmental Research, Vol. 15, No. 2, 2012, pp. 131-138.
[8] M. Anoop, R. M. Gairola, A. K. Varma, A. Sarkar and V. K. Agarwal, “Rainfall Retrieval over Indian Land and Oceanic Regions from SSM/I Microwave Data,” Advances in Space Research, Vol. 44, No. 7, 2009, pp. 815-823. doi:10.1016/j.asr.2009.05.010.01
[9] R. F. Adler, G. J. Huffman and P. R. Keehn, “Global Rain Estimates from Microwave Adjusted Geosynchronous IR Data,” Remote Sensing Review, Vol. 11, No. 1-4, 1993, pp.125-135. doi:10.1080/02757259409532262
[10] I. Jobard and M. Desbois, “Satellite Estimation of the Tropical Precipitation Using the Meteosat and SSM/I data,” Atmospheric Research, Vol. 34, No. 1-4, 1994, pp. 285-298. doi:10.1016/0169-8095(94)90097-3
[11] S. Sooroshian, K. L. Hsu, X. Gao, H. V. Gupta, B. Imam and D. Braithwaite, “Evaluation of PERSIANN System Satellite-Based Estimates of Tropical Rainfall,” Bulletin of American Meteorological Societies, Vol. 81, No. 9, 2000, pp. 2035-2046. doi:10.1175/1520-0477(2000)081<2035:EOPSSE>2.3.CO;2
[12] S. Pinori, C. Adamo, S. di Michele, S. Dietrich, A. Mugnai, A. Tassa, G. J. Tripoli and E. A. Smith, “Satellite Observations of Heavy Rain Producing Storms over the Mediterranean Area,” Proceedings of the 4th EGS Plinius Conference, Mallorca, 2-4 October 2002, pp. 1-4.
[13] H. Jinag, J. B. Halverson, J. Simpson and E. J. Zipser, “Hurricane ‘Rainfall Potential’ Derived from Satellite Observations Aids Overland Rainfall Prediction,” Journal of Applied Meteorology and Climatology, Vol. 47, No. 4, 2008, pp. 944-959. doi:10.1175/2007JAMC1619.1
[14] K. M. Krishna and S. R. Rao, “Study of the Intensity of Super Cyclonic Storm GONU Using Satellite Observations,” International Journal of Applied Earth Observation and Geoin- formation, Vol. 11, No. 2, 2009, pp. 108-113. doi:10.1016/j.jag.2008.11.001
[15] A. Mugnai, S. Dietrich, D. Casella, F. di Paola, M. Formenton and P. Sanò, “Heavy Precipitation Retrieval from Combined Satellite Observations and Ground-Based Lightning Measurements,” 12th Plinius Conference on Mediterranean Storms Corfu Island, Greece, 1-4 September 2012, pp. 12-28.
[16] B. Preethi, J. V. Revadekar and A. A. Munot, “Extremes in Summer Monsoon Precipitation over India during 2001-2009 Using CPC High-Resolution Data,” International Journal of Remote Sensing, Vol. 32, No. 3, 2011, pp. 717-735. doi:10.1080/01431161.2010.517795
[17] S. Prakash, C. Mahesh, R. M. Gairola and P. K. Pal, “Comparison of High-Resolution Trmm-Based Precipitation Products during Tropical Cyclones in the North Indian Ocean,” Natural Hazards, Vol. 61, No. 2, 2011, pp. 689- 701. doi:10.1007/s11069-011-0055-7
[18] Laviola, Sante, A. Moscatello, M. M. Miglietta, E. Cattani and V. Levizzani, “Satellite and Numerical Model Investigation of Two Heavy Rain Events over the Central Mediterranean” Journal of Hydrometeorology, Vol. 12, No. 4, 2011, pp. 634-649. doi:10.1175/2011JHM1257.1
[19] T. Iguchi, T. Kozu, R. Meneghini, J. Awaka and K. Okamoto, “Rain-Profiling Algorithm for the TRMM Precipitation Radar,” Journal of Applied Meteorology, Vol. 39, No. 12, 2000, pp. 2038-2052. doi:10.1175/1520-0450(2001)040<2038:RPAFTT>2.0.CO;2
[20] G. J. Huffman, R. F. Adler, D. T. Bolvin, G. Gu, E. J. Nelkin, K. P. Bowman, Y. Hong, E. F. Stocker and D. B. Wolf, “The TRMM Multisatellite Precipitation Analysis (TMPA): Quasi-Global, Multiyear, Combined-Sensor Precipitation Estimates at Fine Scales,” Journal of Hydrometeorology, Vol. 8, No. 1, 2007, pp. 38-55. doi:10.1175/JHM560.1
[21] IMD Report, “Cyclonic Disturbances over North Indian Ocean during 2007,” 2008. www.imd.gov.in/section/nhac/dynamic/RSMC-2007.pdf

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