Skip to main content

Advertisement

Log in

Mixed layer heat budget in the eastern equatorial Indian Ocean during the two consecutive positive Indian Ocean dipole events in 2018 and 2019

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The Indian Ocean hosted a strong positive Indian Ocean Dipole (pIOD) event in 2019–2020, and a weak event in 2018–2019, such as the magnitude of the cold sea surface temperature anomaly (SSTA) during June-December in the former case is a factor of two higher (~ − 1.5 °C) than the latter (~ − 0.75 °C) at the western periphery of the eastern IOD zone at 5° S, 95° E. The plausible mechanisms responsible for this difference in the SSTA between these two events are examined using the mixed layer heat budget estimate using the moored buoy measurements. It is found that the enhanced cooling during June-December in 2019–2020 is determined primarily by the anomalous cooling due to the vertical processes associated with the combined effect of the anomalous thin barrier layer (BL), shallow thermocline, weak near-surface stratification, and strong wind speed induced vertical mixing, and secondarily by the enhancement in the latent heat flux (LHF) loss from the ocean. Conversely, the magnitude of cooling due to the vertical processes is much smaller in 2018–2019 due to the near-climatological states such as a thick BL, deep thermocline, and weak wind speed. During these events, the warming tendency by the horizontal advection dampens the cooling tendency associated with the vertical processes and LHF. These characteristics are distinct from the past study that suggested that the horizontal advection was responsible for the cool SSTA at the exact location during an extreme pIOD event in 2006–2007.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

Availability of data and material

Data availability and its source are stated in the manuscript and acknowledgement section.

References

  • Ajayamohan RS, Rao AS (2008) Indian Ocean Dipole modulates the number of extreme rainfall events over India in a warming environment. J Meteorol Soc Jpn 86:245–252

    Article  Google Scholar 

  • Anderson SP, Weller RA, Lukas RB (1996) Surface buoyancy forcing and the mixed layer of the western Pacific warm pool: observations and 1D model results. J Clim 9:3056–3085

    Article  Google Scholar 

  • Ashin K, Girishkumar MS, Suprit K, Thangaprakash VP (2019) Observed upper ocean seasonal and intraseasonal variability in the Andaman Sea. J Geophys Res Oceans 124:6760–6786. https://doi.org/10.1029/2019JC014938

    Article  Google Scholar 

  • Ashok K, Guan Z, Yamagata T (2001) Impact of the Indian Ocean Dipole on the relationship between the Indian Monsoon Rainfall and ENSO relationship. Geophys Res Lett 28(23):4499–4502. https://doi.org/10.1029/2001GL013294

    Article  Google Scholar 

  • Ashok K, Guan Z, Saji NH, Yamagata T (2004) Individual and combined influences of ENSO and the Indian Ocean dipole on the Indian summer monsoon. J Clim 17:3141–3155

    Article  Google Scholar 

  • Atlas R, Hoffman RN, Ardizzone J, Leidner SM, Jusem JC, Smith DK, Gombos D (2011) A cross-calibrated, multiplatform ocean surface wind velocity product for meteorological and oceanographic applications. Bull Am Meteorol Soc 92:157–174. https://doi.org/10.1175/2010BAMS2946.1

    Article  Google Scholar 

  • AVISO Altimetry (2009) SSALTO/DUACS user handbook: (M)SLA and (M)ADT near‐real time and delayed time products. Rep. CLS‐DOS‐NT‐06.034, p 51. Ramonville‐Saint‐Agne, France

  • Behera SK, Yamagata T (2003) Influence of the Indian Ocean Dipole on the Southern Oscillation. J Meteorol Soc Jpn 81(1):169–177

    Article  Google Scholar 

  • Behera SK, Krishnan R, Yamagata T (1999) Unusual ocean–atmosphere conditions in the tropical Indian Ocean during 1994. Geophys Res Lett 26:3001–3004

    Article  Google Scholar 

  • Carton JA, Chepurin GA, Chen L (2018) SODA3: a new ocean climate reanalysis. J Clim 31(17):6967–6983. https://doi.org/10.1175/JCLI-D-18-0149.1

    Article  Google Scholar 

  • Delman AS, Sprintall J, McClean JL, Talley LD (2016) Anomalous Java cooling at the initiation of positive Indian Ocean Dipole events. J Geophys Res Oceans 121:5805–5824. https://doi.org/10.1002/2016JC011635

    Article  Google Scholar 

  • Delman AS, McClean JL, Sprintall J, Talley LD, Bryan FO (2018) Process-specific contributions to anomalous Java mixed layer cooling during positive IOD events. J Geophys Res Oceans 123:4153–4176. https://doi.org/10.1029/2017JC013749

    Article  Google Scholar 

  • Du Y, Qu T, Meyers G, Masumoto Y, Sasaki H (2005) Seasonal heat budget in the mixed layer of the southeastern tropical Indian Ocean in a high-resolution ocean general circulation model. J Geophys Res 110:C04012. https://doi.org/10.1029/2004JC002845

    Article  Google Scholar 

  • Fairall CW, Bradley EF, Hare JE, Grachev AA, Edson JB (2003) Bulk parameterization of air-sea fluxes: updates and verification for the COARE algorithm. J Clim 16:571–591

    Article  Google Scholar 

  • Foltz GR, McPhaden MJ (2009) Impact of barrier layer thicknesson SST in the central tropical North Atlantic. J Clim 22:285–299. https://doi.org/10.1175/2008JCLI2308.1

    Article  Google Scholar 

  • Forget G, Campin JM, Heimbach P, Hill CN, Ponte RM, Wunsch C (2015) ECCO version 4: an integrated framework for non-linear inverse modelling and global ocean state estimation. Geosci Model Dev 8:3071–3104. https://doi.org/10.5194/gmd-8-3071-2015

    Article  Google Scholar 

  • Gadgil S, Vinayachandran PN, Francis PA, Gadgil S (2004) Extremes of the Indian summer monsoon rainfall, ENSO and equatorial Indian Ocean oscillation. Geophys Res Lett. https://doi.org/10.1029/2004GL019733

    Article  Google Scholar 

  • Gentemann CL, Wick GA, Cummings J, Bayler E (2004) Multisensor improved sea surface temperature (MISST) for GODAE. In: Paper presented at 13th conference on satellite meteorology and oceanography, 19–23 Sept. 2004, Norfolk. at:http://www.remss.com/papers/gentemann/gentemann_13satmet_2004.pdf)

  • Girishkumar MS, Ravichandran M (2012) The influences of ENSO on tropical cyclone activity in the Bay of Bengal during October–December. J Geophys Res Oceans 117:C02033. https://doi.org/10.1029/2011JC007417

    Article  Google Scholar 

  • Girishkumar MS, Ravichandran M, Pant V (2011) Observed chlorophyll-a bloom in the southern Bay of Bengal during winter 2006–2007. Int J Remote Sens. https://doi.org/10.1080/01431161.2011.563251

    Article  Google Scholar 

  • Girishkumar MS, Ravichandran M, Han W (2013a) Observed intraseasonal thermocline variability in the Bay of Bengal. J Geophys Res Oceans 118:3336–3349. https://doi.org/10.1002/jgrc.20245

    Article  Google Scholar 

  • Girishkumar MS, Ravichandran M, McPhaden MJ (2013b) Temperature inversions and their influence on the mixed layer heat budget during the winters of 2006–2007 and 2007–2008 in the Bay of Bengal. J Geophys Res Oceans 118:2426–2437. https://doi.org/10.1002/jgrc.20192

    Article  Google Scholar 

  • Girishkumar MS, Joseph J, Thangaprakash VP, Pottapinjara V, McPhaden MJ (2017) Mixed layer temperature budget for the northward propagating Summer Monsoon Intraseasonal Oscillation (MISO) in the Central Bay of Bengal. J Geophys Res Oceans 122:8841–8854. https://doi.org/10.1002/2017JC013073

    Article  Google Scholar 

  • Horii T, Masumoto Y, Ueki I, HaseH MK (2009) Mixed layer temperature balance in the eastern Indian Ocean during the 2006 Indian Ocean dipole. J Geophys Res 114:C07011. https://doi.org/10.1029/2008JC005180

    Article  Google Scholar 

  • Horii T, Ueki I, Ando K, Mizuno K (2013a) Eastern Indian Ocean warming associated with the negative Indian Ocean dipole: a case study of the 2010 event. J Geophys Res Oceans 118:536–549. https://doi.org/10.1002/jgrc.20071

    Article  Google Scholar 

  • Horii T, Ueki I, Ando K (2013b) Contrasting development and decay processes of Indian Ocean Dipoles in the 2000s. Sci Online Lett Atmos 9:183–186. https://doi.org/10.2151/sola.2013-041

    Article  Google Scholar 

  • Izuka S, Matsuura T, Yamagata T (2000) The Indian Ocean SST dipole simulated in a coupled general circulation model. Geophys Res Lett 27:3369–3372

    Article  Google Scholar 

  • Izumo T, Vialarad J, Lengaigne M, de Boyer MC, Behera SK, Luo JJ, Cravatte S, Masson S, Yamagata T (2010) Influence of the state of the Indian Ocean Dipole on the following years El Nino. Nat Geosci 3(3):168–172. https://doi.org/10.1038/NGEO)760

    Article  Google Scholar 

  • Jha RK, Udaya Bhaskar, TVS (2020) Data-interpolating variational analysis (DIVA) method for the generation of argo data gridded products. Technical Report ESSO-INCOIS-TPG-TR01(2020). Indian National Centre for Ocean Information Services, Hyderabad, pp 1–46

  • Jiang X, Zhang T, Tam C-Y, Chen J, Lau N-C, Yang S, Wang Z (2019) Impacts of ENSO and IOD on snow depth over the Tibetan Plateau: roles of convections over the western North Pacific and Indian Ocean. J Geophys Res Atmos 124:11961–11975. https://doi.org/10.1029/2019JD031384

    Article  Google Scholar 

  • Kurian J, Vinayachandran PN (2006) Formation mechanisms of temperature inversions in the southeastern Arabian Sea. Geophys Res Lett 33:L17611. https://doi.org/10.1029/2006GL027280

    Article  Google Scholar 

  • Liebmann B, Smith CA (1996) Description of a complete (interpolated) outgoing longwave radiation dataset. Bull Am Meteorol Soc 77:1275–1277

    Google Scholar 

  • Mareta L, Hidayat R, Hidayati R, Alsepan G (2018) Influence of the positive Indian Ocean Dipole in 2012 and El Niño-southern oscillation (ENSO) in 2015 on the Indonesian Rainfall Variability. IOP Conf Ser Earth Environ Sci 284:012018. https://doi.org/10.1088/1755-1315/284/1/012018

    Article  Google Scholar 

  • McPhaden MJ (1982) Variability in the central equatorial Indian Ocean II, oceanic heat and turbulent energy balances. J Mar Res 40:403–419

    Google Scholar 

  • McPhaden MJ, Hayes SP (1991) On the variability of winds, sea surface temperature, and surface layer heat content in the western equatorial Pacific. J Geophys Res Oceans 96:3331–3342

    Article  Google Scholar 

  • McPhaden MJ, Meyers G, Ando K, Masumoto Y, Murty VSN, Ravichandran M, Syamsudin F, Vialard J, Yu L, Yu W (2009) RAMA: the research moored array for African–Asian–Australian Monsoon analysis and prediction a new moored buoy array in the historically data-sparse Indian Ocean provides measurements to advance monsoon research and forecasting. Bull Am Meteorol Soc 90:459–480. https://doi.org/10.1175/2008BAMS2608.1

    Article  Google Scholar 

  • Morel A, Antoine D (1994) Heating rate within the upper ocean in relation to its bio-optical state. J Phys Oceanogr 24:1652–1665

    Article  Google Scholar 

  • Moum J, Perlin A, Nash J, McPhaden MJ (2013) Seasonal sea surface cooling in the equatorial Pacific cold tongue controlled by ocean mixing. Nature 500:64–67. https://doi.org/10.1038/nature12363

    Article  Google Scholar 

  • Murtugudde RG, Signorini SR, Christian JR, Busalacchi AJ, Mcclain CR, Picaut J (1999) Ocean color variability of the tropical Indo-Pacific basin observed by SeaWiFS during 1997–1998. J Geophys Res Oceans 104:18351–21836

    Article  Google Scholar 

  • Murtugudde R, McCreary JP, Busalacchi AJ (2000) Oceanic processes associated with anomalous events in the Indian Ocean with relevance to 1997–1998. J Geophys Res Ocean 105:3295–3306

    Article  Google Scholar 

  • Palmer TN, Mansfield DA (1984) Response of two atmospheric general circulation models to sea-surface temperature anomalies in the tropical east and west Pacific. Nature 310:483–488

    Article  Google Scholar 

  • Pant V, Girishkumar MS, Udaya Bhaskar TVS, Ravichandran M, Papa F, Thangaprakash VP (2015) Observed interannual variability of near-surface salinity in the Bay of Bengal. J Geophys Res Oceans 120:3315–3329. https://doi.org/10.1002/2014JC010340

    Article  Google Scholar 

  • Potemra JT, Lukas R, Mitchum GT (1997) Large-scale estimation of transport from the Pacific to the Indian Ocean. J Geophys Res Oceans 102:27795–27812

    Article  Google Scholar 

  • Praveen Kumar B, Vialard J, Lengaigne M, Murty VSN, McPhaden MJ (2012) TropFlux: air-sea fluxes for the global tropical oceans—description and evaluation. Clim Dyn 38:1521–1543. https://doi.org/10.1007/s00382-011-1115-0

    Article  Google Scholar 

  • Rao RR, Girishkumar MS, Ravichandran M, Rao AR, Gopalakrishna VV, Thadathil P (2010) Interannual variability of Kelvin wave propagation in the wave guides of the equatorial Indian Ocean, the coastal Bay of Bengal and the southeastern Arabian Sea during 1993–2006. Deep Sea Res Part I Oceanogr Res Pap 57(1): 1–13. https://doi.org/10.1016/j.dsr.2009.10.008(ISSN 0967-0637)

  • Rao RR, Sivakumar R (2000) Seasonal variability of near-surface thermal structure and heat budget of the mixed layer of the tropical Indian Ocean from a new global ocean temperature climatology. J Geophys Res Oceans 105(C1):995–1015. https://doi.org/10.1029/1999JC900220

    Article  Google Scholar 

  • Ravichandran M, Behringer D, Sivareddy S, Girishkumar MS, Chacko N, Harikumar R (2013) Evaluation of the global ocean data assimilation system at INCOIS: the tropical Indian ocean. Ocean Model 69:123–135. https://doi.org/10.1016/j.oceramod.2013.05.003

    Article  Google Scholar 

  • Saji NH, Yamagata T (2003) Possible impacts of Indian Ocean dipole mode events on global climate. Clim Res 25(2):151–169

    Article  Google Scholar 

  • Saji NH, Goswamy BN, Vinayachandran PN, Yamagata T (1999) A dipole mode in the tropical Indian Ocean. Nature 401:360–363

    Google Scholar 

  • Santoso A, Sengupta A, England MH (2010) Genesis of Indian Ocean mixed layer temperature anomalies: a heat budget analysis. J Clim 23(20):5375–5403. https://doi.org/10.1175/2010JCLI3072.1

    Article  Google Scholar 

  • Schott FA, Xie S-P, McCreary JP (2009) Indian Ocean circulation and climate variability. Rev Geophys 47:RG1002. https://doi.org/10.1029/2007RG000245

    Article  Google Scholar 

  • Sweeney C, Gnanadesikan A, Griffies S, Harrison M, Rosati A, Samuels B (2005) Impacts of shortwave penetration depth on large-scale ocean circulation heat transport. J Phys Oceanogr 35:1103–1119

    Article  Google Scholar 

  • Vinayachandran PN, Mathew S (2003) Phytoplankton bloom in the Bay of Bengal during the northeast monsoon and its intensification by cyclones. Geophys Res Lett 30(11):1572. https://doi.org/10.1029/2002GL016717

    Article  Google Scholar 

  • Vinayachandran PN, Kurian J, Neema CP (2007) Indian Ocean response to anomalous conditions in 2006. Geophys Res Lett 34:L15602. https://doi.org/10.1029/2007GL030194

    Article  Google Scholar 

  • Vinayachandran PN, Francis PA, Rao SA (2009) Indian Ocean Dipole: processes and impacts. Current trends in science. Indian Acad of Sci., Bangalore, pp 569–589

    Google Scholar 

  • Wang G, Cai W (2020) Two-year consecutive concurrences of positive Indian Ocean Dipole and central Pacific El Nino preconditioned the 2019/2020 Australian “black summer” bushfires. Geosci Lett 7:19. https://doi.org/10.1186/s40562-020-00168-2

    Article  Google Scholar 

  • Wang G, Cai W, Yang K, Santoso A, Yamagata T (2020) A unique feature of the 2019 extreme positive Indian Ocean Dipole event. Geophys Res Lett 47:e2020GL088615. https://doi.org/10.1029/2020GL088615

    Article  Google Scholar 

  • Webster PJ, Moore AM, Loschnigg JP, Leben RR (1999) Coupled ocean-atmosphere dynamics in the Indian Ocean during 1997–98. Nature 401:356–360. https://doi.org/10.1038/43848

    Article  Google Scholar 

  • Wielicki BA, Barkstrom BR, Harrison EF, Lee RB III, Smith GL, Cooper JE (1996) Clouds and the Earth’s Radiant Energy System (CERES): an earth observing system experiment. Bull Am Meteorol Soc 77:853–868. https://doi.org/10.1175/1520-0477(1996)077%3c0853:CATERE%3e2.0.CO;2

    Article  Google Scholar 

  • Yu L (2003) Variability of the depth of the 20°C isotherm along 6°N in the Bay of Bengal: its response to remote and local forcing and its relation to satellite SSH variability. Deep Sea Res 50:2285–2304

    Article  Google Scholar 

  • Yu L, O’Brien JJ, Yang J (1991) On the remote forcing of the circulation in the Bay of Bengal. J Geophys Res 96:20449–20454

    Article  Google Scholar 

  • Zhang L, Du Y, Cai W (2018a) Low-frequency variability and the unusual Indian Ocean Dipole events in 2015 and 2016. Geophys Res Lett 45:1040–1048. https://doi.org/10.1002/2017GL076003

    Article  Google Scholar 

  • Zhang L, Du Y, Cai W (2018b) A spurious positive Indian Ocean Dipole in 2017. Sci Bull 63(18):1170–1172. https://doi.org/10.1016/j.scib.2018.08.001

    Article  Google Scholar 

Download references

Acknowledgements

The encouragement provided by the Director, INCOIS is gratefully acknowledged. The authors thank two anonymous reviewers and Dr. Takanori Horii, Japan Agency for Marine-Earth Science and Technology (JAMSTEC) for their extensive and constructive comments and suggestions which greatly helped to improve the manuscript. Ms. Aparna has carried out this work as part of her masters dissertation work. RAMA data quality controlled and distributed by Global Tropical Moored Buoy Array (GTMBA) project office of NOAA/Pacific Marine Environmental Laboratory, RAMA data are available from PMEL (https://www.pmel.noaa.gov/gtmba/pmel-theme/indian-ocean-rama). Microwave-Infrared OI SST data are produced by Remote Sensing Systems and sponsored by National Oceanographic Partnership Program (NOPP) and the NASA Earth Science Physical Oceanography Program. Data are available at www.remss.com. MODIS Aqua chlorophyll data is distributed by NOAACoastWatch, and data is available at https://oceanwatch.pfeg.noaa.gov/thredds/Satellite/MH1/chla/catalog.html?dataset=satellite/MH1/chla/8day. CCMP Version-2.0 vector wind analyses are produced by Remote Sensing Systems. Data are available at www.remss.com. The DMI data used in the study is made available by NOAA/ESRL, and data is available at https://stateoftheocean.osmc.noaa.gov/sur/ind/dmi.php. The altimeter products were produced by Ssalto/Duacs and distributed by Aviso+, with support from Cnes (https://www.aviso.altimetry.fr). This is INCOIS contribution number 447.

Funding

None.

Author information

Authors and Affiliations

Authors

Contributions

APA and MSG conceived the presented idea. APA performed the computations, data analysis, and interpretations of the result. MSG verified the methods. APA took the lead in preparing the first draft of the manuscript, and MSG led the finalization of the manuscript.

Corresponding author

Correspondence to M. S. Girishkumar.

Ethics declarations

Conflict of interest

The authors declare that they have no competing interests.

Consent to participate

Agreed.

Consent for publication

Agreed.

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.

Supplementary file1 (DOCX 454 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Aparna, A.R., Girishkumar, M.S. Mixed layer heat budget in the eastern equatorial Indian Ocean during the two consecutive positive Indian Ocean dipole events in 2018 and 2019. Clim Dyn 58, 3297–3315 (2022). https://doi.org/10.1007/s00382-021-06099-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-021-06099-8