Abstract
Monsoon intraseasonal oscillations (MISOs) define a significant proportion of intraseasonal variability of the Indian summer monsoon. In the backdrop of increasing temperatures related to global warming, it is expected that MISOs would exhibit more spatio-temporal variability, prompting an increased frequency of extreme events. Hence, the present study investigates the observed changes in the characteristics of long (≥ 7 days) and short (< 7 days) active and break spells in the early twenty-first century (2001–2019) in comparison with the late twentieth century (1982–2000).
In the recent period, a decreased (increased) frequency of the short (long) active/break spells along with a strengthening of short spells has been noticed. An east–west asymmetry in the spatial distribution of rainfall is further noted with western India experiencing intensified (weakened) active (break) spells. Contrariwise, the central and eastern parts of the country witness weakening (intensification) of active (break) spell in the early twenty-first century. A comprehensive composite investigation of various dynamical and thermodynamical parameters reveals an increase in the strength of low-level winds in the Arabian Sea, thereby increasing the moisture convergence and instability over the western Indian region and the nearby oceanic regions, resulting in the observed east–west asymmetry in the rainfall spatial distribution. Increased intensity of the equatorial Madden–Julian oscillation and its coupling with the northward propagating MISO spells seem to play a pivotal role in lengthening the active/break spells. It is speculated that such changes are triggered by the amplified temperatures over the global oceans in the recent period.
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig1_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig2_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig3_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig4_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig5_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig6_HTML.png)
![](http://media.springernature.com/m312/springer-static/image/art%3A10.1007%2Fs00704-021-03830-7/MediaObjects/704_2021_3830_Fig7_HTML.png)
Similar content being viewed by others
Data availability
The datasets used for this study are available freely from (i) the SST (Reynolds et al. 2007) and OLR (Gruber and Kruger 1984) datasets from NOAA/OAR/ESRL PSD, Boulder, Colorado, USA (available at http://www.esrl.noaa.gov/psd/), (ii) the daily IMD rainfall dataset from http://www.imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html (Pai et al. 2014), and (iii) atmospheric fields from the National Center for Environmental Prediction/National Center for Atmospheric Research (NCEP/NCAR) reanalysis datasets https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.html (Kalnay et al. 1996).
Code availability
The codes used for the study will be available upon request from the corresponding author.
References
Ajayamohan RS, Merryfield WJ, Kharin VV (2010) Increasing trend of synoptic activity and its relationship with extreme rain events over central India. J Clim 23:1004–1013. https://doi.org/10.1175/2009JCLI2918.1
Ashok K, Sabin TP, Swapna P, Murtugudde RG (2012) Is a global warming signature emerging in the tropical Pacific? Geophys Res Lett 39:L02701. https://doi.org/10.1029/2011GL050232
Baburaj PP, Abhilash S, Mohankumar K, Sahai AK (2020) On the epochal variability in the frequency of cyclones during the pre-onset and onset phases of the monsoon over the North Indian Ocean. Adv Atmos Sci 37(6). https://doi.org/10.1007/s00376-020-9070-5
Chattopadhyay R, Phani RPM, Sabeerali CT, Dhakate AR, Salunke KD, Mahapatra S, Rao SA, Goswami BN (2015) Influence of extratropical sea-surface temperature on the Indian summer monsoon: an unexplored source of seasonal predictability. Q J R Meteorol Soc 141:2760–2775. https://doi.org/10.1002/qj.2562
Choudhury AD, Krishnan R, Ramarao MVS, Vellore R, Singh M (2018) Mapes B (2018) Phenomenological paradigm for midtropospheric cyclogenesis in the Indian summer monsoon. J Atmos Sci 75:2931–2954. https://doi.org/10.1175/JAS-D-17-0356.1
Devika MV, Pillai PA (2020) Recent changes in the trend, prominent modes, and the interannual variability of Indian summer monsoon rainfall centered on the early twenty-first century. Theor Appl Climatol 139:815–824. https://doi.org/10.1007/s00704-019-03011-7
Duchon CE (1979) Lanczos filtering in one and two dimensions. J Appl Meteorol 18:1016–1022
Ganesh SS, Sahai AK, Abhilash S, Joseph S, Kaur M, Phani RPM (2020) An improved cyclogenesis potential and storm evolution parameter for North Indian Ocean. Earth Space Sci. First published 11 August 2020. https://doi.org/10.1029/2020EA001209
Ghosh S, Das D, Kao SC, Ganguly AR (2012) Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes. Nat Clim Chang 2:86–91. https://doi.org/10.1038/NCLIMATE1327
Goswami BN, Ajayamohan RS, Xavier PK, Sengupta D (2003) Clustering of synoptic activity by Indian summer monsoon intraseasonal oscillations. Geophys Res Lett 30(8). https://doi.org/10.1029/2002GL016734
Goswami BN, Venugopal V, Sengupta D (2006a) Increasing trend of extreme rain events over India in a warming environment. Science 314(80):1442–1445
Goswami BN, Wu G, Yasunari T (2006b) The annual cycle, intraseasonal oscillations, and roadblock to seasonal predictability of the Asian summer monsoon. J Clim 19:5078–5098. https://doi.org/10.1175/JCLI3901.1
Gruber A, Kruger AF (1984) The status of the NOAA outgoing longwave radiation dataset. Bull Am Meteor Soc 65:958–962
Guhathakurta P, Rajeevan M, Sikka DR, Tyagi A (2015) Observed changes in southwest monsoon rainfall over India during 1901–2011. Int J Climatol 35(8):1881–1898. https://doi.org/10.1002/joc.4095
Jadhav SK, Munot AA (2009) Warming SST of Bay of Bengal and decrease in formation of cyclonic disturbances over the Indian region during southwest monsoon season. Theor Appl Climatol 96:327–336. https://doi.org/10.1007/s00704-008-0043-3
** Q, Wang C (2017) A revival of Indian summer monsoon rainfall since 2002. Nat Clim Chang 7:587–594. https://doi.org/10.1038/nclimate3348
Joseph S, Sahai AK, Goswami BN (2009) Eastward propagating MJO during boreal summer and Indian monsoon droughts. Clim Dyn 32:1139–1153. https://doi.org/10.1007/s00382-008-0412-8
Joseph S, Sahai AK, Sharmila S, Abhilash S, Borah N, Chattopadhyay R, Pillai PA, Rajeevan M, Kumar A (2015) North Indian heavy rainfall event during June 2013: diagnostics and extended range prediction. Clim Dyn 44:2049–2065. https://doi.org/10.1007/s00382-014-2291-5
Joseph S, Sahai AK, Chattopadhyay R, Sharmila S, Abhilash S, Rajeevan M, Mandal R, Dey A, Borah N (2016) Krishna RPM (2016) Extremes in June rainfall during Indian summer monsoons of 2013 and 2014: observational analysis and extended range prediction. Q J R Meteorol Soc 142:1276–1289. https://doi.org/10.1002/qj.2730
Joseph S, Sahai AK, Dey A, Mandal R, Aparnna RP (2018) On the dynamics of extended breaks during 2017 monsoon. IITM Research Report No. RR-143 June 2018 ESSO/IITM/SERP/SR/05(2018)/194
Kalnay E et al (1996) The NCEP/NCAR 40–year reanalysis project. Bull Am Meteorol Soc 77:437–471. https://doi.org/10.1175/1520-0477
Kim H-M, Kang I-S, Wang B, Lee J-Y (2008) Interannual variations of the boreal summer intraseasonal variability predicted by ten atmosphere-ocean coupled models. Clim Dyn 30:485–496
Konwar M, Parekh A, Goswami BN (2012) Dynamics of east-west asymmetry of Indian summer monsoon rainfall trends in recent decades. Geophys Res Lett. https://doi.org/10.1029/2012GL052018
Krishnamurthy V, Ajayamohan RS (2010) Composite structure of monsoon low pressure systems and its relation to Indian rainfall. J Clim 23:4285–4305. https://doi.org/10.1175/2010JCLI2953.1
Krishnan R, Kumar V, Sugi M, Yoshimura J (2009) Internal feedbacks from monsoon–midlatitude interactions during droughts in the Indian summer monsoon. J Atmos Sci 66:553–578
Krishnan R, Sabin TP, Ayantika DC, Kitoh A, Sugi M, Murakami H, Turner AG, Slingo JM, Rajendran K (2013) Will the South Asian monsoon overturning circulation stabilise any further? Clim Dyn 40:187–211. https://doi.org/10.1007/s00382-012-1317-0
Kumar MRR, Krishnan R, Sankar S, Unnikrishnan AS, Pai DS (2009) Increasing trend of “break-monsoon” conditions over India—role of ocean–atmosphere processes in the Indian Ocean. IEEE Geosci Remote Sens Lett 6(2). https://doi.org/10.1109/LGRS.2009.2013366
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
Mandke SK, Sahai AK, Shinde MA, Joseph S, Chattopadhyay R (2007) Simulated changes in active/break spells during the Indian summer monsoon due to enhanced CO2 concentrations: assessment from selected coupled atmosphere – ocean global climate models. Int J Climatol 27:837–859
Mujumdar M, Kumar V, Krishnan R (2007) Indian summer monsoon drought of 2002 and its linkage with tropical convective activity over northwest Pacific. Clim Dyn 28:743–758
Neena JM, Suhas E, Goswami BN (2011) Leading role of internal dynamics in the 2009 Indian summer monsoon drought. J Geophys Res. https://doi.org/10.1029/2010JD015328
Pai DS, Sridhar L, Badwaik MR, Rajeevan M (2014) Analysis of the daily rainfall events over India using a new long period (1901–2010) high resolution (0.25° × 0.25°) gridded rainfall data set. Clim Dyn 45(3–4). https://doi.org/10.1007/s00382-014-2307-1
Pai DS, Sridhar L, Kumar MRR (2016) Active and break events of Indian summer monsoon during 1901–2014. Clim Dyn 46:3921–3939. https://doi.org/10.1007/s00382-015-2813-9
Pattanaik DR, Sahai AK, Krishna RPM, Mandal R, Dey A (2020) Active-break transitions of monsoons over India as predicted by coupled model ensembles. Pure Appl Geophys (online). https://doi.org/10.1007/s00024-020-02503-2
Pottapinjara V, Girishkumar MS, Ravichandran M, Murtugudde R (2014) Influence of the Atlantic zonal mode on monsoon depressions in the Bay of Bengal during boreal summer. J Geophys Res Atmos 119:6456–6469. https://doi.org/10.1002/2014JD021494
Rajeevan M, McPhaden J (2004) Tropical Pacific upper ocean heat content variations and Indian summer monsoon rainfall. Geophys Res Lett 31:L18203. https://doi.org/10.1029/2004GL020631
Rajeevan M, Sridhar L (2008) Inter-annual relationship between Atlantic sea surface temperature anomalies and Indian summer monsoon. Geophys Res Lett 35:L21704. https://doi.org/10.1029/2008GL036025
Rajeevan M, Gadgil S, Bhate J (2010) Active and break spells of the Indian summer monsoon. J Earth Syst Sci 119(3):229–247
Ramaswamy C (1962) Breaks in the Indian summer monsoon as a phenomenon of interaction between easterly and the subtropical westerly jet streams. Tellus 14:337–349
Ramesh KV, Krishnan R (2005) Coupling of mixed layer processes and thermocline variations in the Arabian Sea. J Geophys Res 110:C05005. https://doi.org/10.1029/2004JC002515
Rao SA, Chaudhari HS, Pokhrel S, Goswami BN (2010) Unusual central Indian drought of summer monsoon 2008: role of southern tropical Indian Ocean warming. J Clim 23:5163–5174. https://doi.org/10.1175/2010JCLI3257.1
Rassmusson 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
Reynolds RW, Smith TM, Liu C, Chelton DB, Casey KS, Schlax MG (2007) Daily high resolution-blended analyses for sea surface temperature. J Clim 20:5473–5496
Roxy MK, Kapoor R, Terray P, Murtugudde R, Ashok K, Goswami BN (2015) Drying of Indian subcontinent by rapid Indian Ocean warming and a weakening land-sea thermal gradient. Nat Commun 6:7423. https://doi.org/10.1038/ncomms8423
Roxy MK, Dasgupta P, McPhaden MJ, Suematsu T, Zhang C, Kim D (2019) Twofold expansion of the Indo-Pacific warm pool warps the MJO life cycle. Nature 575:647–651. https://doi.org/10.1038/s41586-019-1764-4
Sabeerali CT, Rao SA, George G, Rao ND, Mahapatra S, Kulkarni A (2014) Murtugudde R (2014) Modulation of monsoon intraseasonal oscillations in the recent warming period. J Geophys Res 119:5185–5203
Sabeerali CT, Ajayamohan RS, Bangalath HK, Chen N (2019) Atlantic zonal mode: an emerging source of Indian summer monsoon variability in a warming world. Geophys Res Lett 46:4460–4467. https://doi.org/10.1029/2019GL082379
Saith N, Slingo J (2006) The role of the Madden–Julian oscillation in the El-Niño and Indian drought of 2002. Int J Climatol 26:1361–1378
Samanta D, Rajagopalan B, Karnauskas KB, Zhang L, Goodkin NF (2020) La Niña’s diminishing fingerprint on the central Indian summer monsoon. Geophys Res Lett 47:e2019GL086237. https://doi.org/10.1029/2019GL086237
Sharmila S, Joseph S, Chattopadhyay R, Sahai AK, Goswami BN (2015a) Asymmetry in space-time characteristics of Indian summer monsoon intraseasonal oscillations during extreme years: role of seasonal mean states. Int J Climatol 35:1948–1963. https://doi.org/10.1002/joc.4100
Sharmila S, Joseph S, Sahai AK, Abhilash S, Chattopadhyay R (2015) Future projection of Indian summer monsoon variability under climate change scenario: an assessment from CMIP5 climate models. Glob Planet Chang 124:62–78. https://doi.org/10.1016/j.gloplacha.2014.11.004
Sikka DR, Gadgil S (1980) On the maximum cloud zone and the ITCZ over Indian longitudes during the southwest monsoon. Mon Weather Rev 108:1840–1853
Sikka DR, Tyagi A, Ram LC (2010) Large scale fluctuations of the continental tropical convergence zone (CTCZ) during pilot CTCZ phase 2009 and the evolution of monsoon drought in 2009. Mausam 61(1):47–74
Singh M, Bhatla R (2019) Modulation of active-break spell of Indian summer monsoon by Madden-Julian oscillation. J Earth Syst Sci 128:70. https://doi.org/10.1007/s12040-019-1091-z
Singh D, Tsiang M, Rajaratnam B, Diffenbaugh NS (2014) Observed changes in extreme wet and dry spells during the South Asian summer monsoon season. Nat Clim Chang. https://doi.org/10.1038/NCLIMATE2208
Swapna P, Krishnan R, Wallace JM (2014) Indian Ocean and monsoon coupled interactions in a warming environment. Clim Dyn 42:2439–2454. https://doi.org/10.1007/s00382-013-1787-8
Turner AG, Slingo JM (2009) Subseasonal extremes of precipitation and active-break cycles of the Indian summer monsoon in a climate-change scenario. Q J R Meteorol Soc 567:549–567. https://doi.org/10.1002/qj.401
Wheeler M, Kiladis GN (1999) Convectively coupled equatorial waves: analysis of clouds and temperature in the wavenumber frequency domain. J Atmos Sci 56:374–399
Wilks DS (2006) Statistical methods in the atmospheric sciences, 2nd edn. Academic Press London, London
** J, Zhou L, Murtugudde R, Jiang L (2015) Impacts of intraseasonal SST anomalies on precipitation during Indian summer monsoon. J Clim 28:4561–4575. https://doi.org/10.1175/JCLI-D-14-00096.1
Yadav RK, Roxy MK (2019) On the relationship between north India summer monsoon rainfall and east equatorial Indian Ocean warming. Glob Planet Chang 179:23–32. https://doi.org/10.1016/j.gloplacha.2019.05.001
Yanai M, Tomita T (1998) Seasonal and interannual variability of atmospheric heat sources and moisture sinks as determined from NCEP–NCAR reanalysis. J Clim 11:463–482
Yanai M, Li C, Song Z (1992) Seasonal heating of the Tibetan Plateau and its effects on the evolution of the Asian summer monsoon. J Meteorol Soc Jpn 70:319–351
Yasunari T (1979) Cloudiness fluctuations associated with the northern hemisphere summer monsoon. J Meteorol Soc Jpn 57:227–242
Acknowledgements
We thank the Director, IITM, for all the support to carry out this work. IITM is supported by the Ministry of Earth Sciences, Government of India. We would like to acknowledge all the observational data freely available from NCEP/NCAR, NOAA, and IMD. The free plotting software, GrADS (available at http://iges.org/grads/) and GRACE, and free writing assistant Grammarly are duly acknowledged. The authors wish to acknowledge the constructive comments from the reviewer and editor on the earlier version of the manuscript.
Author information
Authors and Affiliations
Contributions
All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by SJ and HS. The first draft of the manuscript was written by SJ, and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare no competing interests.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Joseph, S., Sahai, A.K., Shabu, H. et al. Recent changes in the spatio-temporal characteristics of monsoon intraseasonal oscillations. Theor Appl Climatol 147, 251–264 (2022). https://doi.org/10.1007/s00704-021-03830-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-021-03830-7