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Relationship between tropospheric temperature and Indian summer monsoon rainfall as simulated by RegCM3

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Abstract

Relationship between rainfall and tropospheric temperature (TT) has been examined over the Indian subcontinent during four seasons of the year using Regional Climate Model Version 3.0 (RegCM3). The model has been integrated at 55 km horizontal resolution over India during the years 1980–2000 with prescribed lateral boundary forcing from the 40 years re-analysis (ERA40) of the European Centre for Medium-range Weather Forecasts. Results of this study show that RegCM3 in general is able to capture the spatial distributions of rainfall in all the seasons as compared to the corresponding IMD0.5 gridded rainfall. The model has simulated warmer TT over the Himalayan region in all the seasons as compared to ERA40. However, it is well captured over the peninsular India and the oceanic regions. In the model, larger warming by about 0.5 °C over the northwest and Central India in the summer monsoon months might have lead to lower surface pressure there. Also, the vertical extent of the monsoon trough is found to be up to 500 hPa in the model as compared to that in NCEP/NCAR reanalysis. As a consequence, the simulated monsoon circulation and rainfall are stronger than those observed. The two most important rainfall seasons, the summer monsoon and winter are reasonably well simulated with correlation coefficients (CC) of 0.60 and 0.59 respectively significant at 99 % confidence level with the corresponding observed values of IMD0.5. Further, Indian summer monsoon rainfall (ISMR) and TT during the contrasting monsoon years are also close to their respective observed values. Temporal CCs between the TT over Tibet, Pakistan and Central India during the summer monsoon season and gridded ISMR values reveals that the TT over Pakistan has been better correlated with the ISMR than those over Tibet and Central India. This relationship has been well supported by the model simulations.

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References

  • Dash SK, Shekhar MS, Singh GP (2006) Simulation of Indian summer monsoon circulation and rainfall using RegCM3. Theor Appl Climatol 86(1-4):161–172

    Article  Google Scholar 

  • Dash SK, Mamgain Ashu, Pattnayak KC, Giorgi F (2013) Spatial and temporal variations in Indian summer monsoon rainfall and temperature: an analysis based on RegCM3 simulations. Pure Appl Geophys 170(4):655–674

    Article  Google Scholar 

  • Dickinson RE, Henderson-Sellers A, Kennedy PJ (1993) Biosphere-atmosphere transfer scheme (bats) version 1e as coupled to the NCAR community climate model. Tech Rep. National Center for Atmospheric Research

  • Flohn H (1957) Large-scale aspects of the “summer monsoon” in south and east Asia. J Meteorol Soc Jpn 35:180–186

    Google Scholar 

  • Fritsch JM, Chappell CF (1980) Numerical prediction of convectively driven mesoscale pressure systems. Part I: Convective parameterization. J Atmos Sci 37:1722–1733

    Article  Google Scholar 

  • Gadgil S, Vinayachandran PN, Francis PA (2003) Droughts of the Indian summer monsoon: role of clouds over the Indian Ocean. Curr Sci 85:1713–1719

    Google Scholar 

  • Gautam R, Hsu NC, Lau KM, Kafatos M (2009) Aerosol and rainfall variability over the Indian monsoon region: distributions, trends and coupling. Ann Geophys 27:3691–3703

    Article  Google Scholar 

  • Giorgi F, Marinucci MR, Bates GT (1993a) Development of a second generation regional climate model (RegCM2). Part I: boundary-layer and radiative transfer processes. Mon Weather Rev 121:2794–2813

    Article  Google Scholar 

  • Giorgi F, Marinucci MR, Bates GT, Canio DG (1993b) Development of a second-generation regional climate model (RegCM2). Part II: convective processes and assimilation of lateral boundary conditions. Mon Weather Rev 121:2814–2832

    Article  Google Scholar 

  • Grell GA (1993) Prognostic evaluation of assumptions used by cumulus parameterizations. Mon Weather Rev 121:754–787

    Article  Google Scholar 

  • Holtslag AAM, Bruijn EIF, Pan H-L (1990) A high resolution air mass transformation model for short-range weather forecasting. Mon Weather Rev 118:1561–1575

    Article  Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Leetmaa A, Reynolds R, Jenne R, Joseph D (1996) The NMC/NCAR 40-year reanalysis project. B Am Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Kiehl JT, Hack JJ, Bonan GB, Boville BA, Breigleb BP, Williamson D, Rasch P (1996) Description of the ncar community climate model (ccm3). Tech. Rep. NCAR/TN-420? STR. National Center for Atmospheric Research

  • Kistler R et al (2001) The NCEP–NCAR 50-year reanalysis: monthly means CD-ROM and documentation. B Am Meteorol Soc 82:247–268

    Article  Google Scholar 

  • Li C, Yanai M (1996) The onset and interannual variability of the Asian summer monsoon in relation to land-sea thermal contrast. J Clim 9:358–375

    Article  Google Scholar 

  • Liu XD, Yanai M (2001) Relationship between the Indian monsoon rainfall and the tropospheric temperature over the Eurasian continent. Q J R Meteorol Soc 127:909–937

    Article  Google Scholar 

  • Meehl GA (1994) Influence of the land surface in the Asian summer monsoon: external conditions versus internal feedbacks. J Clim 7:1033–1049

    Article  Google Scholar 

  • Pal JS, Giorgi F, Bi X, Elguindi N, Solomon F, Gao X, Francisco R, Zakey A, Winter J, Ashfaq M, Syed F, Bell JL, Diffanbaugh NS, Kamacharya J, Konare A, Martinez D, da Rocha RP, Sloan LC, Steiner A (2007) The ICTP RegCM3 and RegCNET: regional climate modeling for the developing world. B Am Meteorol Soc 88:1395–1409

    Article  Google Scholar 

  • Parthasarathy B, Kumar KR, Sontakke NA (1990) Surface and upper air temperatures over India in relation to monsoon rainfall. Theor Appl Climatol 42:93–110

    Article  Google Scholar 

  • Pattnayak KC, Panda SK, Dash SK (2013) Comparative study of regional rainfall characteristics simulated by RegCM3 and recorded by IMD. Glob Planet Change 106:111–122

    Article  Google Scholar 

  • Rajeevan M, Bhate J (2009) A high resolution daily gridded rainfall dataset (1971–2005) for mesoscale meteorological studies. Curr Sci 96(4):558–562

    Google Scholar 

  • Rayner NA, Horton EB, Parker DE, Folland CK, Hackett RB (1996) Version 2.2 of the global sea ice and sea surface temperature data set, 1903–1994. Clim Res. Tech. Note CRTN 74. Hadley Centre, Met Office

  • Singh GP, Chattopadhyay J (1998) Relationship of tropospheric temperature anomaly with Indian south west monsoon rainfall. Int J Climatol 18:759–763

    Article  Google Scholar 

  • Uppala SM, Kållberg PW, Simmsons AJ, Andrae U et al (2005) The ERA-40 re-analysis. Q J R Meteorol Soc 131:2961–3012. doi:10.1256/qj.04.176

    Article  Google Scholar 

  • Verma RK (1980) Importance of upper tropospheric thermal anomalies for long-range forecasting of Indian summer monsoon activity. Mon Weather Rev 108:1072–1075

    Article  Google Scholar 

  • Webster PJ, Magana VO, Palmer TN, Shukla J, Tomas RA, Yanai M, Yasunari T (1998) Monsoons: processes, predictability, and the prospects for prediction. J Geophys Res 103:14451–14520

    Article  Google Scholar 

  • Wheeler MC, McBride JL (2005) Australian–Indonesian monsoon. In: Lau WKM, Waliser DE (eds) Intraseasonal variability in the atmosphere-ocean climate system. Praxis, Springer, Berlin, pp 125–173

    Chapter  Google Scholar 

  • Zhao P, Zhu Y, Zhang R (2007) An Asian-Pacific teleconnection in summer tropospheric temperature and associated Asian climate variability. Clim Dyn 29:293–303

    Article  Google Scholar 

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Acknowledgments

The initial and boundary conditions to integrate RegCM3 are obtained from http://users.ictp.it/*pubregcm/RegCM3/globedat.htm. The gridded rainfall data have been obtained from the India Meteorological Department (IMD). The atmospheric fields are obtained from the NCEP/NCAR from which reanalysed data have been used for comparison. One of the authors (S K Dash) thanks the Department of Science and Technology, Government of India for the sponsored research project under which this research has been conducted.

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Correspondence to K. C. Pattnayak.

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Pattnayak, K.C., Panda, S.K., Saraswat, V. et al. Relationship between tropospheric temperature and Indian summer monsoon rainfall as simulated by RegCM3. Clim Dyn 46, 3149–3162 (2016). https://doi.org/10.1007/s00382-015-2758-z

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