Skip to main content
Log in

Role of topography on the MJO in the maritime continent: a numerical case study

  • Published:
Climate Dynamics Aims and scope Submit manuscript

Abstract

The role of topography on a Madden–Julian Oscillation (MJO) event in the Maritime Continent (MC) is explored using a regional model. Four simulations are conducted: lower-resolution (12 km) simulations using cumulus parameterization in the presence (LR) and absence (LR-Flat) of topography, and higher-resolution (4 km) simulations without cumulus parameterization in the presence (HR) and absence (HR-Flat) of topography. In the LR simulation, the MJO remains unorganized with no clear eastward propagation, while the LR-Flat simulation captures the MJO and its eastward propagation across the MC. In the absence of cumulus parameterization, both HR and HR-Flat capture the MJO and show several similarities and differences compared to the LR and LR-Flat simulations. To better understand these differences, a moisture budget analysis is conducted during the passage of the MJO. In the LR-Flat simulation, vertical advection of moisture is increased to the east of the islands, leading to continuity in MJO-associated convection, continuity that was not present in the LR simulation. The increase in vertical advection in the absence of topography is due to an increase in the mean moisture advection by the anomalous vertical winds. In the middle of the MC, horizontal advection seems to be the most important for an uninterrupted eastward propagation of the MJO. The increase in the horizontal advection in the absence of topography is primarily due to an increase in the anomalous moisture advection by the mean zonal winds. To what extent the MJO was influenced by the upstream effect from the New Guinea topography was also explored. These results indicate that the important physical processes for MJO-associated convection may be different in different parts of the MC. Further implications of these results in the context of other recent studies on MJO propagation across the MC are discussed.

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

Access this article

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
Fig. 15
Fig. 16

Similar content being viewed by others

References

  • Ajayamohan RS, Khouider B, Majda AJ (2013) Realistic Madden–Julian oscillation initiation and dynamics in a coarse resolution aquaplanet general circulation model. Geophys Res Lett 40:6252–6257. https://doi.org/10.1029/2013GL058187

    Article  Google Scholar 

  • Barrett BS, Densmore CR, Ray P (2017) Large-scale environmental differences in active and weakening MJO events. J Geophys Res Atmos (under review)

  • Chen F, Dudhia J (2001) Coupling an advanced land surface hydrology model with the Penn State–NCAR MM5 Modeling System. Part I: Model implementation and sensitivity. Mon Weather Rev 129:569–585

    Article  Google Scholar 

  • Chou MD, Suarez MJ (1994) An efficient thermal infrared radiation parameterization for use in general circulation models. NASA Tech Memo 104606:98. https://pdfs.semanticscholar.org/89b5/ba55c9c4527da0ddaeacce2891605d02cd43.pdf

  • Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poil P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M. McNally AP, Monge-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Thépaut JN, Vitart F (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597. https://doi.org/10.1002/qj.828/full

    Article  Google Scholar 

  • Dias J, Leroux S, Tulich SN, Kiladis GN (2013) How systematic is organized tropical convection within the MJO? Geophys Res Lett 40:1420–1425. https://doi.org/10.1002/grl.50308

    Article  Google Scholar 

  • Feng J, Li T, Zhu W (2015) Propagating and nonpropagating MJO events over Maritime Continent. J Clim 28:8430–8449. https://doi.org/10.1175/JCLI-D-15-0085.1

    Article  Google Scholar 

  • Flatau M, Flatau PJ, Phoebus P, Niller PP (1997) The feedback between equatorial convection and local radiative and evaporative processes: the implications for intraseasonal oscillation. J Atmos Sci 54:2373–2386

    Article  Google Scholar 

  • Hagos S, Zhang C, Feng Z, Burleyson CD, De Mott C, Kerns B, Benedict JJ, Martini MN (2016) The impact of diurnal cycle on the propagation of Madden–Julian oscillation convection across the Maritime Continent. J Adv Mod Ear Syst 8:1552–1564. https://doi.org/10.1002/2016MS000725

    Article  Google Scholar 

  • Hsu H-H, Lee M-Y (2005) Topographic effect on the eastward propagation and initiation of the Madden–Julian Oscillation. J Clim 18:795–809. https://doi.org/10.1175/JCLI-3292.1

    Article  Google Scholar 

  • Hsu PC, Li T (2012) Role of the boundary layer moisture asymmetry in causing the eastward propagation of the Madden–Julian Oscillation. J Clim 25:4914–4931. https://doi.org/10.1175/JCLI-D-11-00310.1

    Article  Google Scholar 

  • Iacono MJ, Delamere JS, Mlawer EJ, Shephard MW, Clough SA, Collins WD (2008) Radiative forcing by longlived greenhouse gases: calculations with the AER radiative transfer models. J Geophys Res 113:D13103. https://doi.org/10.1029/2008JD009944/full

    Article  Google Scholar 

  • Ichikawa H, Yasunari T (2006) Time-space characteristics of diurnal rainfall over Borneo and surrounding oceans as observed by TRMM-PR. J Clim 19:1238–1260. https://doi.org/10.1175/JCLI3714.1

    Article  Google Scholar 

  • Ichikawa H, Yasunari T (2008) Intraseasonal variability in diurnal rainfall over New Guinea and the surrounding oceans during austral Summer. J Clim 21:2852–2868. https://doi.org/10.1175/2007JCLI1784.1

    Article  Google Scholar 

  • Inness PM, Slingo JM (2006) The interaction of the Madden–Julian oscillation with the Maritime Continent in a GCM. Q J R Meteorol Soc 132:1645–1667. https://doi.org/10.1256/qj.05.102

    Article  Google Scholar 

  • Inness PM, Slingo JM, Guilyardi E, Cole J (2003) Simulation of the Madden–Julian Oscillation in a coupled general circulation model. Part II: The role of the basic state. J Clim 16:365–382

    Article  Google Scholar 

  • Janjić ZI (1994) The step-mountain eta coordinate model: further developments of the convection, viscous sublayer, and turbulence closure schemes. Mon Weather Rev 122:927–945

    Article  Google Scholar 

  • Jones C, Waliser DE, Schemm JKE, Lau WKM (2000) Prediction skill of the Madden–Julian oscillation in dynamical extended range forecasts. Clim Dyn 16:273–289

    Article  Google Scholar 

  • Kain JS (2003) The Kain–Fritsch convective parameterization: an update. J Appl Meteorol 43:170–181

    Article  Google Scholar 

  • Keenan TD, Carbone RE (2008) Propagation and diurnal evolution of warm season cloudiness in the Australian and Maritime Continent region. Mon Weather Rev 136:973–994. https://doi.org/10.1175/2007MWR2152.1

    Article  Google Scholar 

  • Keenan TD, Manton MJ, Holland GJ (1989) The island thunderstorm experiment (ITEX)—a study of tropical thunderstorm in the Maritime Continent. Bull Am Meteorol Soc 70(2):152–159

    Article  Google Scholar 

  • Kerns BW, Chen SS (2013) Cloud clusters and tropical cyclogenesis: developing and nondeveloping systems and their large-scale environment. Mon Weather Rev 141:192–210. https://doi.org/10.1175/MWR-D-11-00239.1

    Article  Google Scholar 

  • Kim D, Kug J-S, Sobel AH (2014) Propagating versus nonpropagating Madden–Julian Oscillation events. J Clim 27:111–125. https://doi.org/10.1175/JCLI-D-13-00084.1

    Article  Google Scholar 

  • Kim D, Kim H, Lee MI (2017) Why does the MJO detour the Maritime Continent during austral summer? Geophys Res Lett 44:2579–2587. https://doi.org/10.1002/2017GL072643/

    Article  Google Scholar 

  • Kummerow C, Simpson J, Thiele O, Barnes W, Chang ATC, Stocker E, Adler RF, Hou A, Kakar R, Wentz F, Ashcroft P, Kozu T, Hong Y, Okamoto K, Iguchi T, Kuroiwa H, Im E, Haddad Z, Huffman G, Ferrier B, Olson WS, Zipser E, Smith EA, Wilheit TT, North G, Krishnamurti T, Nakamura K (1998) The status of the tropical rainfall measuring mission (TRMM) after two years in orbit. J Appl Meteorol 122:1965–1968

    Google Scholar 

  • LaFleur DM, Barrett BS, Henderson GR (2015) Some climatological aspects of the Madden–Julian Oscillation (MJO). J Clim 28:6039–6053. https://doi.org/10.1175/JCLI-D-14-00744.1

    Article  Google Scholar 

  • Lim KSS, Hong SY (2010) Development of an effective double-moment cloud microphysics scheme with prognostic cloud condensation nuclei (CCN) for weather and climate models. Mon Weather Rev 138:1587–1612. https://doi.org/10.1175/2009MWR2968.1

    Article  Google Scholar 

  • Madden RA, Julian PR (1971) Detection of a 40–50 day oscillation in the zonal wind of the tropical pacific. J Atmos Sci 28:702–708

    Article  Google Scholar 

  • Meehl GA (1987) The tropics and their role in the global circulation system. Geograph J 153:21–36. https://doi.org/10.2307/634469

    Article  Google Scholar 

  • Miura H, Satoh M, Nasuno T, Noda AT, Oouchi K (2007) A Madden–Julian Oscillation event realistically simulated by a global cloud-resolving model. Science 318:1763–1765. https://doi.org/10.1126/science.1148443

    Article  Google Scholar 

  • Moncrieff MW, Waliser DE, Miller MJ, Shapiro MA, Asrar GR, Caugley J (2012a) Multiscale convective organization and the YOTC virtual global field campaign. Bull Am Meteorol Soc:1171–1187. https://doi.org/10.1175/BAMS-D-11-002333.1

  • Moncrieff MW, Waliser DE, Caugley J (2012b) Progress and direction in tropical convection research, YOTC international science symposium. Bull Am Meteorol Soc. https://doi.org/10.1175/BAMS-D-11-00253.1

    Article  Google Scholar 

  • Mori S, Hamada JI, Tauhid YI, Yamanaka MD, Okamato N, Murata F, Sakurai N, Hashiguchi H, Sribimawati T (2004) Diurnal land-sea rainfall peak migration over Sumatra island, Indonesian Maritime Continent, observed by TRMM satellite and intensive rawinsonde soundings. Mon Weather Rev 132:2021–2039

    Article  Google Scholar 

  • Neale RB, Slingo JM (2003) The Maritime Continent and its role in the global climate: a GCM study. J Clim 16:834–848

    Article  Google Scholar 

  • Oh J-H, Kim B-M, Kim K-Y, Song H-J, Lim G-H (2013) The impact of the diurnal cycle on the MJO over the Maritime Continent: a modeling study assimilating TRMM rain rate into Global analysis. Clim Dyn 40:893–911. https://doi.org/10.1007/s00382-012-1419-8

    Article  Google Scholar 

  • Peatman SC, Matthews AJ, Stevens DP (2014) Propagation of the Madden–Julian Oscillation through the Maritime Continent and scale interaction with the diurnal cycle of precipitation. Q J R Metereol Soc 140:814–825. https://doi.org/10.1007/s00382-012-1419-8

    Article  Google Scholar 

  • Peatman SC, Matthews AJ, Stevens DP (2015) Propagation of the Madden–Julian Oscillation and scale interaction with the diurnal cycle in a high-resolution GCM. Clim Dyn 45:2901–2918

    Article  Google Scholar 

  • Platnick S, Hubanks P, Meyer K, King MD (2015) MODIS atmosphere L3 monthly product (08_L3). NASA MODIS Adaptive Processing System, Goddard Space Flight Center

  • Qian JH (2007) Why precipitation is mostly concentrated over islands in the Maritime Continent. J Atmos Sci 65:1428–1441. https://doi.org/10.1175/2007JAS2422.1

    Article  Google Scholar 

  • Ramage CS (1968) Role of a tropical “Maritime Continent” in the atmospheric circulation. Mon Weather Rev 96:365–370

    Article  Google Scholar 

  • Ray P, Li T (2013) Relative roles of circumnavigating waves and extratropics on the MJO and its relationship with the mean state. J Atmos Sci 70:876–893. https://doi.org/10.1175/JAS-D-12-0153.1

    Article  Google Scholar 

  • Ray P, Zhang C (2010) A case study of the mechanics of extratropical influence on the initiation of the Madden–Julian Oscillation. J Atmos Sci 67:515–528. https://doi.org/10.1175/2009JAS3059.1

    Article  Google Scholar 

  • Ray P, Zhang C, Dudhia J, Chen SS (2009) A numerical case study on the initiation of the Madden–Julian Oscillation. J Atmos Sci 66:310–331. https://doi.org/10.1175/2008JAS2701.1

    Article  Google Scholar 

  • Ray P, Zhang C, Moncrieff MW, Dudhia J, Caron JM, Leung R, Bruyere C (2011) Role of the atmospheric mean state on the initiation of the Madden–Julian Oscillation in a tropical channel Model. Clim Dyn 36:161–184. https://doi.org/10.1007/s00382-010-0859-2

    Article  Google Scholar 

  • Rui H, Wang B (1990) Development characteristics and dynamics structure of tropical intraseasonal convection anomalies. J Atmos Sci 47(3):357–379

    Article  Google Scholar 

  • Shi JJ, Tao WK, Matsui T, Cifelli R, Hou A, Lang S, Tokay A, Wang NY, Peters-Lidard C, Skofronick-Jackson G, Rutledge S, Petersen W (2010) WRF simulations of the 20–22 January 2007 snow events over eastern Canada: comparison with in situ and satellite observations. J Appl Meteorol 49:2246–2266. https://doi.org/10.1175/2010JAMC2282.1

    Article  Google Scholar 

  • Skamarock WC et al (2008) A description of the advanced research WRF version3, NCAR Tech, Note NCAR/TN-475 + STR. Natl. Cent. For Atmos Res., Boulder, p 125

    Google Scholar 

  • Slingo et al (1996) Intraseasonal oscillation in 15 atmospheric general circulation models: results from an AMIP diagnostic subproject. Clim Dyn 12:325–357

    Article  Google Scholar 

  • Sobel AH, Maloney ED, Bellon G, Frierson DM (2010) Surface fluxes and tropical intraseasonal variability: a reassessment. J Adv Model Ear Syst 2:2. https://doi.org/10.3894/JAMES.2010.2.2

    Article  Google Scholar 

  • Sperber KR, Slingo JM, Inness PM, Lau WKM (1997) On the maintenance and initiation of the intraseasonal oscillation in the NCEP/NCAR reanalysis and in the GLA and UKMO AMIP simulations. Clim Dyn 13:769–795

    Article  Google Scholar 

  • Stachnik JP, Waliser DE, Majda AJ (2015) Precursor environmental conditions associated with the termination of Madden–Julian Oscillation events. J Atmos Sci 72:1908–1931. https://doi.org/10.1175/JAS-D-14-0254.1

    Article  Google Scholar 

  • Takasuka D, Miyakawa T, Satoh M, Miura H (2015) Topographical effects on internally produced MJO-like disturbances in an aqua-planet version of NICAM. SOLA 11:170–176

    Article  Google Scholar 

  • Tseng W-L, Hsu H-H, Keenlyside N, Chang C-WJ, Tsuang B-J, Tu C-Y, Jiang L-C (2017) Effects of surface orography and land-sea contrast on the Madden–Julian Oscillation in the Maritime Continent: a numerical study using ECHAM5-SIT. J Clim. https://doi.org/10.1175/JCLI-D-17-0051.1(in press)

    Article  Google Scholar 

  • Tulich SN, Kiladis GN (2012) Squall lines and convectively coupled gravity waves in the tropics: why do most cloud systems propagate westward? J Atmos Sci 69:2995–3012. https://doi.org/10.1175/JAS-D-11-0297.1

    Article  Google Scholar 

  • Waliser DE, Moncrieff MW, Burridge D, Fink AH, Gochis D, Goswami BN, Guan B, Harr P, Heming J, Hsu H-H, Jakob C, Janiga M, Johnson R, Jones S, Knippertz P, Marengo J, Nguyen H, Pope M, Serra Y, Thorncroft C, Wheeler M, Wood R, Yuter S (2012) The “Year” of Tropical Convection (May 2008 to April 2010): climate variability and weather highlights. Bull Am Meteorol Soc 93:1189–1218. https://doi.org/10.1175/2011BAMS3095.1

    Article  Google Scholar 

  • Wang S, Sobel AH (2017) Factors controlling rain on small tropical islands: diurnal cycle, large-scale wind speed, and topography. J Atmos Sci 74:3515–3532. https://doi.org/10.1175/JAS-D-16-0344.1

    Article  Google Scholar 

  • Wang W, Huang M-P, Weaver SJ, Kumar A, Fu X (2014) MJO prediction in the NCEP climate forecast system version 2. Clim Dyn 42:2509–2520. https://doi.org/10.1007/s00382-013-1806-9

    Article  Google Scholar 

  • Wang S, Sobel AH, Zhang F, Sun YQ, Yue Y, Zhou L (2015) Regional simulation of the October and November MJO events observed during the CINDY/DYNAMO field campaign at gray zone resolution. J Clim 28:2097–2119. https://doi.org/10.1175/JCLI-D-14-00294.1

    Article  Google Scholar 

  • Wheeler MC, Hendon HH (2004) An all-season real-time multivariate MJO index: development of an index for monitoring and prediction. Mon Weather Rev 132:1917–1932

    Article  Google Scholar 

  • Wu CH, Hsu HH (2009) Topographic influence on the MJO in the Maritime Continent. J Clim 22:5436–5437. https://doi.org/10.1175/2009JCLI2825.1

    Article  Google Scholar 

  • Yang GY, Slingo J (2001) The diurnal cycle in the tropics. Mon Weather Rev 129:784–801

    Article  Google Scholar 

  • Yoshisaki M, Iga S, Satoh M (2012) Eastward propagation property of large-scale precipitation systems simulated in the coarse-resolution NICAM and an explanation of its formation. SOLA 8:21–24

    Article  Google Scholar 

  • Zhang C (2005) Madden–Julian Oscillation. Rev Geophys 43:RG2003. https://doi.org/10.1029/2004RG000158

    Article  Google Scholar 

  • Zhang C, Dong M (2004) Seasonality in the Madden–Julian Oscillation. J Clim 17:3169–3180

    Article  Google Scholar 

  • Zhang C, Ling J (2017) Barrier effect of the Indo-Pacific Maritime Continent on the MJO: perspectives from tracking MJO precipitation. J Clim 30:3439–3459. https://doi.org/10.1175/JCLI-D-16-0614.1

    Article  Google Scholar 

Download references

Acknowledgements

The simulations were conducted at the Florida Tech using the high-performance computing cluster ‘Blueshark’, which was funded by the National Science Foundation (NSF). This work was partially supported by Grants from the NSF (1323400) and the ONR (N00014-1601-3091) to PR and ONR (N00014-16WX-01752) to BB. The National Center for Atmospheric Research is sponsored by the NSF.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haochen Tan.

Additional information

This paper is a contribution to the special issue on Advances in Convection-Permitting Climate Modeling, consisting of papers that focus on the evaluation, climate change assessment, and feedback processes in kilometer-scale simulations and observations. The special issue is coordinated by Christopher L. Castro, Justin R. Minder, and Andreas F. Prein.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tan, H., Ray, P., Barrett, B.S. et al. Role of topography on the MJO in the maritime continent: a numerical case study. Clim Dyn 55, 295–314 (2020). https://doi.org/10.1007/s00382-018-4275-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00382-018-4275-3

Keywords

Navigation