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Regional variabilities of rainfall and convective parameters during the summer monsoon period: their linkage with El Niño Southern Oscillation

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Abstract

The present study explored the influence of different convective parameters such as lower tropospheric stability (LTS), low and medium cloud covers (LCC and MCC), and convective available potential energy (CAPE) on the regional variability of Indian summer monsoon rainfall (ISMR). The variabilities and trends of summer monsoon rainfall over the west coast (WC), central India (CI), northeast (NE) and northwest (NW) regions of India were analyzed during the period 1979–2015. The linkage of convective parameters and ISMR with ENSO were also examined based on spatial and 21-year sliding correlations. The ISMR shows considerable regional variability with maximum (moderate) rainfall in the WC and NE regions (CI) and minimum in the NW regions. The ISMR shows an increasing trend in all four regions, except in the NE region, where the trend is negative. All the convective parameters exhibit significant trends; however, the trend values highly vary from one region to another. A positive correlation is observed between LTS and ISMR in the WC and CI regions. The increase in specific humidity or LTS may cause more moisture to be trapped within the lower levels which increases the low-level clouds and thus rainfall. The rainfall and CAPE are exhibiting an in-phase (out-of-phase) relationship over the WC and NW (WC and CI) regions. The out-of-phase relationship may be due to the high and low orographic influence over the WC and CI regions, respectively. Both the LCC and MCC are positively correlated with ISMR over all regions; however, a robust relationship is observed in the case of LCC. An out-of-phase relationship between Niño 3.4 index with rainfall and LCC is observed over most of the Indian regions during the summer monsoon season. However, an out-of-phase relationship is observed between Niño 3.4 index and LTS over the eastern and southeastern parts of the country. On the other hand, in the case of CAPE, a significant out-of-phase relationship is dominated only over the CI region.

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References

  • Cai W, Van Rensch P, Cowan T, Hendon HH (2011) Teleconnection pathways of ENSO and the IOD and the mechanisms for impacts on Australian rainfall. J Clim 24:3910–3923

    Article  Google Scholar 

  • Cao Q, Hao Z, Yuan F, Su Z, Berndtsson R, Hao J, Nyima T (2017) Impact of ENSO regimes on developing-and decaying-phase precipitation during rainy season in China. Hydrol Earth Syst Sci 21:5415–5426

    Article  Google Scholar 

  • Cash BA, Kinter JL, Adams J, Altshuler E, Haung B, Jin EK, Manganello J, Marx L, Jung T (2015) Regional structure of Indian summer monsoon in observations, reanalysis and simulation. J Clim 28:1824–1841

    Article  Google Scholar 

  • Ceppi P, Gregory JM (2017) Relationship of tropospheric stability to climate sensitivity and Earth’s observed radiation budget. Proc Natl Acad Sci 114:13126–13131

    Article  Google Scholar 

  • Dash SK, Kulkarni MA, Mohanty UC, Prasad K (2009) Changes in the characteristics of rain events in India. J Geophys Res. https://doi.org/10.1029/2008JD010572

    Article  Google Scholar 

  • Dee DP et al (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597

    Article  Google Scholar 

  • Feba F, Ashok K, Ravichandran M (2018) Role of changed Indo-Pacific atmospheric circulation in the recent disconnect between Indian summer monsoon and ENSO. Clim Dyn 52:1461–1470

    Article  Google Scholar 

  • Fukushima A, Kanamori H, Matsumoto J (2019) Regionality of long-term trends and interannual variation of seasonal precipitation over India. Prog Earth Planet Sci 6:1–20

    Article  Google Scholar 

  • Ghosh S, Das D, Kao SC, Ganguly AR (2012) Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes. Nat Clim Change 2:86–91

    Article  Google Scholar 

  • Ghosh S, Vittal H, Sharma T, Karmalar S, Kasiviswanathan KS, Dhanesh Y, Sudheer KP, Gunthe SS (2016) Indian summer monsoon rainfall: Implications of contrasting trends in the spatial variability of means and extremes. PLoS ONE. https://doi.org/10.1371/journal.pone.0158670

    Article  Google Scholar 

  • Goswami BN, Venugopal V, Sengupta D, Madhusoodanan MS, Xavier PK (2006) Increasing trend of extreme rain events over India in a warming environment. Science 314:1442–1445

    Article  Google Scholar 

  • Guhathakurta P, Rajeevan M (2008) Trends in the rainfall pattern over India. Int J Climatol 28:1453–1469

    Article  Google Scholar 

  • Guhathakurta P, Rajeevan M, Sikka DR, Tyagi A (2014) Observed changes in southwest monsoon rainfall over India during 1901–2011. Int J Climatol 35:1881–1898

    Article  Google Scholar 

  • Guilyardi E, Wittenberg A, Fedorov A, Collins M, Wang C, Capotondi A, Oldenborgh G, Stockdale T (2009) New Understanding El Nino in ocean-atmosphere general circulation models: progresses and challenges. Bull Amer Meteorol Soc 90:325–340

    Article  Google Scholar 

  • Harris I, Jones PD, Osbornaand TJ, Listera DH (2014) Updated high-resolution grids of monthly climatic observations—the CRU TS3.10 dataset. Int J Climatol 34:623–642

    Article  Google Scholar 

  • Hrudya PH, Varikoden H, Vishnu R (2020a) A review on the Indian summer monsoon rainfall, variability and its association with ENSO and IOD. Meteorol Atmos Phys. https://doi.org/10.1007/s00703-020-00734-5

    Article  Google Scholar 

  • Hrudya PH, Varikoden H, Vishnu R, Kuttippurath J (2020b) Changes in ENSO-monsoon relations from early to recent decades during onset, peak and withdrawal phases of Indian summer monsoon. Clim Dyn. https://doi.org/10.1007/s00382-020-05335-x

    Article  Google Scholar 

  • Jain D, Chakraborty A, Nanjundiah RS (2019) Convective available potential energy and precipitation in a cloud-resolving model simulation of Indian summer monsoon. Current trends in the representation of physical processes in weather and climate models. Springer, Singapore, pp 113–137

    Google Scholar 

  • Jayakumar A, Sethunadh J, Arulalan RT, Mohandas S, Iyengar GR (2017) Behaviour of predicted convective clouds and precipitation in the high resolution unified model over the Indian summer monsoon region. Earth Space Sci 4:303–313

    Article  Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, Walt 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 NCEP/NCAR 40-year reanalysis project. Bull Amer Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Kishore P, Jyothi S, Bhasha G, Rao SVB, Rajeevan M, Velicogna I, Sutterley TC (2015) Precipitation climatology over India: validation with observational and reanalysis datasets and spatial trends. Clim Dyn 46:541–556

    Article  Google Scholar 

  • Klien SA, Hartmann DL (1993) The seasonal cycle of low stratiform clouds. J Clim 6:1588–1606

    Google Scholar 

  • Konwar M, Parekh A, Goswami BN (2012) Dynamics of east-west asymmetry of Indian summer rainfall trends in recent decades. Geophys Res Lett. https://doi.org/10.1029/2012GL052018

    Article  Google Scholar 

  • Mani NJ, Suhas E, Goswami BN (2009) Can global warming make Indian monsoon weather less predictable? Geophys Res Lett. https://doi.org/10.1029/2009GL037989

    Article  Google Scholar 

  • Mc Bridge JL, Frank WM (1999) Relationship between stability and monsoon convection. J Atmos Sci 56:24–56

    Article  Google Scholar 

  • Monkam D (2002) Convective available potential energy in Northern Africa and tropical Atlantic and study of its connection with rainfall in central and West Africa during summer 1985. Atmos Res 62:125–147

    Article  Google Scholar 

  • Mooley DA, Parthasarathy B (1983) Variability of Indian summer monsoon and tropical circulation features. Bull Amer Meteorol Soc 111:967–978

    Google Scholar 

  • Mooley DA, Shukla J (1987) Characteristics of the westward-moving summer monsoon low pressure systems over the Indian region and their relationship with the monsoon rainfall. University of Maryland Center for Ocean-Land-Atmosphere Interactions Rep.

  • Murugavel P, Pawar SD, Gopalakrishnan V (2012) Trends of convective available potential energy over the Indian region and its effect on rainfall. Int J Climatol 32:1362–1372

    Article  Google Scholar 

  • Nair PJ, Chakraborty A, Varikoden H, Francis PA, Kuttipurath J (2018) The local and global climate forcings induced inhomogeneity of Indian rainfall. Sci Rep. https://doi.org/10.1038/s41598-018-24021-x

    Article  Google Scholar 

  • Narayanan P, Basistha A, Sarkar S, Kamna S (2013) Trend analysis and ARIMA modelling of pre-monsoon rainfall data for western India. C R Geosci 345:22–27

    Article  Google Scholar 

  • Naud CM, Booth JF, Del Genio AD (2016) The relationship between boundary layer stability and cloud cover in the post-cold-frontal region. J Clim 29:8129–8149

    Article  Google Scholar 

  • Nazemosadat MJ, Cordery I (2000) On the relationships between ENSO and autumn rainfall in Iran. Int J Climatol 20:47–61

    Article  Google Scholar 

  • Parthasarathy B, Pant GB (1985) Seasonal relationships between Indian summer monsoon rainfall and the southern oscillation. J Climatol 5:369–378

    Article  Google Scholar 

  • Paul S, Ghosh S, Mathew M, Devanand A, Karmakar S, Niyogi D (2018) Increased spatial variability and intensification of extreme monsoon rainfall due to urbanization. Sci Rep 8:1–10

    Article  Google Scholar 

  • Pavia EG, Graef F, Reyes J (2006) PDO–ENSO effects in the climate of Mexico. J Clim 19:6433–6438

    Article  Google Scholar 

  • Pokhrel S, Sikka DR (2013) Variability of the TRMM-PR total and convective and stratiform rain fractions over the Indian region during the summer monsoon. Clim Dyn 41:21–44

    Article  Google Scholar 

  • Rajeevan M, Bhate J, Kale JD, Lal B (2006) High resolution daily gridded rainfall data for the Indian region: analysis of break and active monsoon spells. Curr Sci 91:296–306

    Google Scholar 

  • Rajeevan M, Bhate J, Jaswal AK (2008) Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded daily rainfall data. Geophys Res Lett. https://doi.org/10.1029/2008GL035143

    Article  Google Scholar 

  • Ramesh KV, Goswami P (2007) Reduction in temporal and spatial extend of the Indian summer monsoon. Geophys Res Lett. https://doi.org/10.1029/2007GL031613

    Article  Google Scholar 

  • Rao YP (1976) Southwest monsoon. Meteorological monograph No. 1, India Meteorological Department, New Delhi

  • Rasmusson EM, Carpenter TH (1983) The relationship between eastern equatorial Pacific sea surface temperatures and rainfall over India and Sri Lanka. Mon Weather Rev 111:517–528

    Article  Google Scholar 

  • Revadekar JV, Varikoden H, Preethi B, Mujumdar M (2016) Precipitation extremes during Indian summer monsoon: role of cyclonic disturbances. Nat Hazards 81:1611–1625

    Article  Google Scholar 

  • Seetha CJ, Varikoden H, Babu CA, Kuttipurath J (2020) Significant changes in the ENSO-monsoon relationship and associated circulation features on multidecadal timescale. Clim Dyn 54:1491–1506

    Article  Google Scholar 

  • Siingh D, Buchunde PS, Singh RP, Nath A, Kumar S, Ghodpage RN (2014) Lightning and convective rain study in different parts of India. Atmos Res 137:35–48

    Article  Google Scholar 

  • Sikka DR (1980) Some aspects of the large scale fluctuations of summer monsoon rainfall over India in relation to fluctuations in the planetary and regional scale circulation parameters. Proc Indian Acad Sci Earth Planet Sci 89:179–195

    Article  Google Scholar 

  • Sinha A, Kathayat G, Cheng H, Breitenbach SFM, Berkelhammer M, Mudelsee M, Biswas J, Edwards RL (2014) Trends and oscillations in the Indian summer monsoon rainfall over the last two millennia. Nat Commun 6:1–8

    Google Scholar 

  • Slingo JM (1987) The development and verification of a cloud prediction scheme for the ECMWF model. Q J R Meteorol Soc 113:899–927

    Article  Google Scholar 

  • Sreekanth TS, Varikoden H, Resmi EA, Mohankumar G (2019) Classification and seasonal distribution of rain types based on surface and radar observations over a tropical coastal station. Atmos Res 218:90–98

    Article  Google Scholar 

  • Sun F, Hall A, Qu X (2011) On the relationship between low cloud variability and lower tropospheric stability in the Southeast Pacific. Atmos Chem Phys 11:9053–9065

    Article  Google Scholar 

  • Suthinkumar PS, Babu CA, Varikoden H (2019) Spatial distribution of extreme rainfall events during 2017 southwest monsoon over Indian subcontinent. Pure Appl Geophys 176:5431–5443

    Article  Google Scholar 

  • Varikoden H, Babu CA (2015) Indian summer monsoon rainfall and its relation with SST in the equatorial Atlantic and Pacific Oceans. Int J Climatol 35:1192–1200

    Article  Google Scholar 

  • Varikoden H, Preethi B (2013) Wet and dry years of Indian summer monsoon and its relation with Indo-Pacific sea surface temperatures. Int J Climatol 33:1761–1771

    Article  Google Scholar 

  • Varikoden H, Revadekar JV (2019) On the extreme rainfall events during the southwest monsoon season in northeast regions of the Indian subcontinent. Meteorol Appl 27:1–13

    Google Scholar 

  • Varikoden H, Harikumar R, Vishnu R, Sasi Kumar V (2011) Observational study of cloud baseheight and its frequency over a tropicalstation, Thiruvananthapuram, using aceilometers. Int J Remote Sens 32:8505–8518

    Article  Google Scholar 

  • Varikoden H, Kumar KK, Babu CA (2013) Long term trends of seasonal and monthly rainfall in different intensity ranges over Indian subcontinent. Mausam 64:481–488

    Article  Google Scholar 

  • Wood R, Bretherton CS (2006) On the relationship between stratiform low cloud cover and lower tropospheric stability. J Clim 19:6425–6431

    Article  Google Scholar 

  • Wood R, Hartmann DL (2006) Spatial variability of liquid water path in marine boundary layer clouds: the importance of mesoscale cellular convection. J Climate 19:1748–1964

    Article  Google Scholar 

  • Zawadzki II, Torlaschi E, Sauvageau R (1981) The relationship between mesoscale thermodynamic variables and convective precipitation. J Appl Meteorol 38:1535–1540

    Google Scholar 

  • Zhang Y, Stevens B, Medeiros B, Ghil M (2009) Low-cloud fraction, lower tropospheric stability and large scale divergence. J Clim 22:4827–4844

    Article  Google Scholar 

Download references

Acknowledgements

The authors are thankful to the Director, Indian Institute of Tropical Meteorology (IITM) for providing the necessary facilities and to the Executive Director, Centre for Climate Change Research (CCCR), IITM for encouragement. The first and third authors are grateful to the Principal, Sree Krishna College, Guruvayoor for providing the facility. The authors acknowledge the CRU data for the rainfall analysis. Authors are thankful for availing the NCEP-NCAR data products. The CCCR, IITM is fully funded by the Ministry of Earth Sciences (MoES), Govt. of India.

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Correspondence to Hamza Varikoden.

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Hrudya, P.H., Varikoden, H. & Vishnu, R. Regional variabilities of rainfall and convective parameters during the summer monsoon period: their linkage with El Niño Southern Oscillation. Meteorol Atmos Phys 133, 1223–1232 (2021). https://doi.org/10.1007/s00703-021-00802-4

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