Abstract
This study investigates the temporal variability of the northeast monsoon rainfall (NEMR) in India and its relationship with El Niño-Southern Oscillation (ENSO) and the Indian Ocean Dipole (IOD) using wavelet analysis. The results show that NEMR is highly variable, with a coefficient of variation of about 25%, which is due to its dependence on dynamic systems with a wide range of spatial and temporal scales. The temporal variability of NEMR is at different time scales ranging from intra-annual to interannual to decadal time scales. The large-scale circulation features, ENSO and IOD, also exhibit variability at different time scales. El Niño events have a typical frequency range of 2 to 7 years, with a prolonged impact that can last for several months, spreading across the globe. Wavelet transforms of SOI and Nino 3.4 have revealed variability at the time scale of 2–8 years, which is in line with the observed ENSO cycle. The wavelet transform of DMI displays significant variability in short time scales, typically less than 2–4 years. The study also finds a strong negative relationship between NEMR and SOI, recorded in September, especially over Tamil Nadu, Kerala, and Coastal Andhra Pradesh during the periods 1900–1920 and 1980–2000. This correlation is strong at time scales of 2–4 years and 4–8 years during the periods 1880–1920, possibly related to the ENSO cycle and the oscillation of anomalous SST over the Indian Ocean. The study highlights the need for further studies to understand the physical processes that contribute to the observed variability in El Niño and other ocean–atmosphere interactions.
Similar content being viewed by others
Data availability
All data used in this study are freely available obtained directly from the source: Homogeneous Indian Monthly Rainfall dataset https://www.tropmet.res.in/data/data-archival/rain/iitm-subdivrf.txt for precipitation data. The circulation indices (i) SOI was taken from https://crudata.uea.ac.uk/cru/data/soi/ maintained by Climate Research Unit under University of East Anglia, (ii) Nino 3.4 Index was taken from https://psl.noaa.gov/data/correlation/nina34.anom.data and (iii) DMI was taken from https://psl.noaa.gov/gcos_wgsp/Timeseries/DMI/ both maintained by NOAA Physical Research Laboratory.
References
Aguiar-Conraria L, Soares MJ (2011) The continuous wavelet transform: a primer, No 16/2011, NIPE Working Papers, NIPE - Universidade do Minho. https://EconPapers.repec.org/RePEc:nip:nipewp:16/2011
Ashok K, Guan Z, Yamagata T (2001) Impact of Indian Ocean dipole on the relationship between the Indian Monsoon Rainfall and ENSO. Geophys Res Lett - Geophys Res Lett 28(23):4499–502. https://doi.org/10.1029/2001GL013294
Balachandran S, Geetha B, Ramesh K, Deepa RV, Mourya YP, Rakhil KS (2020) Regional Meteorological Centre, Chennai, IMD Chennai Scientific Report No. IMDC-SR/08, Report on Northeast Monsoon – 2019. https://mausam.imd.gov.in/chennai/mcdata/ne_monsoon_2019.pdf
Bjerknes J (1966) A possible response of the atmospheric Hadley circulation to equatorial anomalies of ocean temperature. Tellus 18:820–829. https://doi.org/10.1111/j.2153-3490.1966.tb00303.x
Bjerknes J (1969) Atmospheric teleconnections from the equatorial pacific. Mon Weather Rev 97(3):163–172. https://doi.org/10.1175/1520-0493(1969)097%3c0163:ATFTEP%3e2.3.CO;2
Chang C, Glover GH (2010) Time-frequency dynamics of resting-state brain connectivity measured with fMRI. Neuroimage 50(1):81–98. https://doi.org/10.1016/j.neuroimage.2009.12.011
Das S, Tomar CS, Saha D, Shaw SO, Singh C (2015) Trends in rainfall patterns over north-East India during 1961–2010. Int J Earth Atmos Sci 2:37–48
Das S, Bhattacharjee K, Shaw SO, Pathak HG, Patowary B (2011) Characteristic pattern and recent trend in rainfall over Guwahati. Proceedings of “Water for Cities: responding to the Urban Challenges”. Guwahati
Deka RL, Mahanta C, Pathak H, Nath KK, Das S (2013) Trends and fluctuations of rainfall regime in the Brahmaputra and Barak basins of Assam. India Theor Appl Climatol 114:61–71
Dhar ON, Rakhecha PR (1983) Forecasting northeast monsoon rainfall over Tamil Nadu. India Mon Weather Rev 111:109–112
Geetha B, Raj YEA (2015) A 140 years data archive of dates of onset and withdrawal of northeast monsoon over coastal Tamil Nadu: 1871–2010 (Re-determination for 1901–2000). Mausam 66(1):7–18
George G, Charlotte BV, Ruchith RD (2011) Interannual variation of northeast monsoon rainfall over southern peninsular India. Indian J Geo-Marine Sci 40:98–104. https://doi.org/10.1002/met.1322
Goswami BN, Ajayamohan RS, Xavier PK, Sengupta D (2003) Clustering of synoptic activity by Indian summer monsoon intraseasonal oscillations. Geophys Res Lett 30(8):1431. https://doi.org/10.1029/2002GL016734
Goswami BN, Venugopal N, Sengupta D, Madhusoodanan MS, Xavier PK (2006) Increasing trend of extreme rain events over India in a warming environment. Science 314:1442–1445. https://doi.org/10.1126/sci-ence.1132027
Hansen J, Sato M, Glascoe J, Ruedy R (1998) A common-sense climate index: is climate changing noticeably? Proc Natl Acad Sci 95:4113–4120
Harris I, Jones PD, Osborn TJ, Lister DH (2014) Updated high-resolution grids of monthly climatic observations. Int J Climatol 34:623–642. https://doi.org/10.1002/joc.3711
Hu ZZ, Nitta T (1996) Wavelet analysis of summer rainfall over North China and India and SOI using 1891–1992 data. J Meteorol Soc Jpn 74:833–844. https://doi.org/10.2151/jmsj1965.74.6_833
Jain SK, Kumar V, Saharia M (2013) Analysis of rainfall and temperature trends in Northeast India. Int J Climatol 33:968–978
Kripalani RH, Kumar P (2004) Northeast monsoon rainfall variability over south peninsular India vis-à-vis the Indian Ocean dipole mode. Int J Climatol 24:1267–1282. https://doi.org/10.1002/joc.1071
Kumar A, Hoerling MP (2003) The nature and causes for the delayed atmospheric response to El Niño. J Clim 16(9):1391–1403
Kumar P, Kumar K, Rajeevan M, Sahai A (2007) On the recent strengthening of the relationship between ENSO and northeast monsoon rainfall over South Asia. Clim Dyn 28:649–660. https://doi.org/10.1007/s00382-006-0210-0
Madden RA, Julian PR (1971) Detection of a 40–50 day oscillation in the zonal wind in the tropical Pacific. J Atmos Sci 28:702–708
Madden RA, Julian PR (1972) Description of global-scale circulation cells in the tropics with a 40–50 day period. J Atmos Sci 29:1109–1123
Parthasarathy B, Rupa Kumar K, Munot AA (1993) Homogeneous Indian Monsoon Rainfall: variability and prediction. Proc Indian Acad Sci 102(1):121–155
Raj YEA, Geetha B (2008) Relation between southern oscillation index and Indian northeast monsoon as revealed in antecedent and concurrent modes. Mausam 59(1):15–34. https://doi.org/10.54302/mausam.v59i1.1129
Rajeevan M, Unnikrishnan CK, Bhate J, Niranjan Kumar K, Sreekala PP (2012) Northeast monsoon over India: variability and prediction. Met Apps 19:226–236
Rao YP (1976) Southwest Monsoon, vol 1. India Meteorological Department, New Delhi, India
Rathinasamy M, Agarwal A, Sivakumar B et al (2019) Wavelet analysis of precipitation extremes over India and teleconnections to climate indices. Stoch Environ Res Risk Assess 33:2053–2069. https://doi.org/10.1007/s00477-019-01738-3
Saji NH, Goswami BN, Viayachandran PN, Yamagata T (1999) A dipole mode in the tropical Indian ocean. Nature 401:360–363
Schmidbauer H, Roesch A (2018) WaveletComp 1.1: A guided tour through the R package.
Schneider DP, Deser C, Fasullo J, Trenberth KE (2013) Climate data guide spurs discovery and understanding. Eos Trans AGU 94(13):121
Singh P, Gnanaseelan C, Chowdary JS (2017) North-East monsoon rainfall extremes over the southern peninsular India and their association with El Nino. Dynamics of Atmospheres and Oceans. 1–11. https://doi.org/10.1016/j.dynatmoce.2017.08.002
Tomita T, Yasunari T (1996) Role of the northeast winter monsoon on the biennial oscillation of the ENSO/monsoon system. J Meteor Soc Japan 74(4):399–413
Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteor Soc 79(1):61–78
Walker GT (1924) Correlation in Seasonal Variations of Weather, IX. A Further Study of World Weather”. Miami India Meteorol Depart 24(9):275–333
Yasunari T, Seki Y (1992) Role of the Asian monsoon on the interannual variability of the global climate system. J Meteorol Soc Jpn 70:177–189. https://doi.org/10.2151/jmsj1965.70.1B_177
Zubair L, Ropelewski CF (2006) The strengthening relationship between ENSO and northeast monsoon rainfall over Sri Lanka and southern India. J Clim 19(8):1567–1575
Acknowledgements
The authors are thankful to the organizations from which data sets are obtained for conducting this study. The Homogeneous Indian Monthly Rainfall Data Sets (1871–2016) data have been prepared by the Indian Institute of Tropical Meteorology (IITM) from instrumental records maintained by the Meteorological Department (IMD). The data on the circulation indices are obtained from the NOAA ESRL Physical Sciences Laboratory and Climatic Research Unit under University of East Anglia. The authors would like to express their sincere thanks to Mr. Unashish Mondal for his invaluable assistance in correcting the typography and grammar errors in this manuscript.
Funding
SKP is supported by the University Grant Commission (UGC) through the UGC-BSR Research Start Up Grant (No. F.30 – 414/2018(BSR)) under which this research has been conducted.
Author information
Authors and Affiliations
Contributions
Harithasree S: conceptualization, methodology, investigation, writing—original draft. S. K. Panda: supervision, funding acquisition, conceptualization, writing—review and editing. K. C. Pattnayak: investigation, writing—review and editing.
Corresponding author
Ethics declarations
Competing interest
The authors declare no competing interests.
Additional information
Responsible Editor: Zhihua Zhang
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Sreedevan, H., Panda, S.K. & Pattnayak, K.C. Temporal characteristics of northeast monsoon rainfall and its teleconnection with the large-scale circulation indices. Arab J Geosci 16, 540 (2023). https://doi.org/10.1007/s12517-023-11648-y
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12517-023-11648-y