Skip to main content

Advertisement

Log in

Model sensitivity analysis study for western disturbances over the Himalayas

  • Original Paper
  • Published:
Meteorology and Atmospheric Physics Aims and scope Submit manuscript

Abstract

Western disturbances (WDs) are extratropical synoptic scale weather systems which cause significant precipitation over the Himalayas and surrounding areas during winter (December, January and February, DJF). Three intense WDs, 13–17 January 2002, 05–08 February 2002, and 11–13 February 2002, are chosen as two of the WDs are extensively studied by Hatwar et al. (Curr Sci 88:913–920, 2005) and one independent WD (Indian Meteorological Department, Delhi, Mausam 54(1):346–347, 2003) is considered. Firstly, it is planned to study model sensitivity with these WD cases, which are simulated with different combinations of cloud microphysics, planetary boundary layer and cumulus parameterization schemes in weather research and forecasting model to assess a better suite for the WD simulations. Sensitivity and error analyses carried out with different observations, show that the combination of Eta Ferrier or Eta Grid-scale cloud and precipitation microphysics scheme, Yonsei University scheme and Kain-Fritsch scheme has shown consistently lower error values. Further, the results suggest, that the model simulations of a WD capture the spatial distribution of precipitation, locations of low pressure region and the circulation patterns very well. It is observed that the WD system comprises of low pressure region in the vertical atmospheric column in form of a stationary surface low and a depression in the subtropical westerly jet moving eastwards. Further, the growth of convective cyclonic systems over the steep topographical region of the Himalayas is depicted by the increased positive vorticity and high values of CAPE, alluding to the propensity of WDs to cause orographically forced precipitation. WDs and associated precipitation show varied but significant impacts on the Indian winter climate such as snow cover variation and cold wave or fog conditions along with impact on winter crop production.

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

  • Ali K, Momin GA, Tiwari S, Safai PD, Chate DM, Rao PSP (2004) Fog and precipitation chemistry at Delhi, North India. Atmos Environ 38(25):4215–4222

    Article  Google Scholar 

  • Azadi M, Mohanty UC, Madan OP, Padmanabhamurty B (2001) Prediction of precipitation associated with western disturbances using a high-resolution regional model: role of parameterisation of physical processes. Meteorol Appl 7:317–326

    Google Scholar 

  • Benn DI, Owen LA (1998) The role of the Indian summer monsoon and the mid-latitude westerlies in Himalayan glaciation: review and speculative discussion. J Geol Soc 155:353–363

    Article  Google Scholar 

  • Chitlangia PR (1976) Mean model of western depression. Indian J Meteorol Hydrol Geophys 87(2):157–162

    Google Scholar 

  • Dash SK, Chakrapani B (1989) Simulation of a winter circulation over India using global spectral model. Earth Planet Sci 98(2):189–205

    Google Scholar 

  • Dash SK, ParthSarthi P, Panda SK (2006) A study on the effect of Eurasian snow on the summer monsoon circulation and rainfall using a spectral GCM. Int J Climatol 26(8):1017–1025

    Article  Google Scholar 

  • De US, Dube RK, Rao GP (2005) Extreme weather events over India in the last 100 years. J Ind Geophys Union 9(3):173–187

    Google Scholar 

  • Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli 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, H’olm EV, Isaksen L, Kallberg P, Kohler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Th’epaut JN, Vitart F (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597

    Article  Google Scholar 

  • Dimri AP (2004) Impact of horizontal model resolution and orography on the simulation of a western disturbance and its associated precipitation. Meteorol Appl 11:115–127

    Article  Google Scholar 

  • Dimri AP (2007) The transport of momentum, sensible heat, potential energy and moisture over the western Himalayas during the winter season. Theor Appl Clim 90:49–63

    Article  Google Scholar 

  • Dimri AP (2009) Impact of subgrid scale scheme on topography and landuse for better regional scale simulation of meteorological variables over the western Himalayas. Clim Dyn 32:565–574

    Article  Google Scholar 

  • Dimri AP (2012) Atmospheric water budget over the western Himalayas in a regional climate model. J Earth Syst Sci 121:963–973

    Article  Google Scholar 

  • Dimri AP, Mohanty UC (2007) Location-specific prediction of maximum and minimum temperature over the western Himalayas. Meteorol Appl 14:79–93

    Article  Google Scholar 

  • Dimri AP, Mohanty UC (2009) Simulation of mesoscale features associated with intense western disturbances over western Himalayas. Meteorol Appl 16:289–308

    Article  Google Scholar 

  • Dimri AP, Niyogi D (2012) Regional climate model application at subgrid scale on Indian winter monsoon over the western Himalayas. Int J Climatol. doi:10.1002/joc.3584

    Google Scholar 

  • Dimri AP, Mohanty UC, Mandal M (2004) Simulation of heavy precipitation associated with an intense western disturbance over Western Himalayas. Nat Hazards 31:499–552

    Article  Google Scholar 

  • Dudhia J (1989) Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J Atmos Sci 46:3077–3107

    Article  Google Scholar 

  • Dutta RK, Gupta MG (1967) Synoptic study of the formation and movement of western depression. Indian J Meteorol Geophys 18(1):45

    Google Scholar 

  • Gupta A, Rathore LS, Singh SV, Mendiratta N (1999) Performance of a global circulation model in predicting the winter systems and associated precipitation over northwest India during 1994–97. In: Dash SK, Bahadur J (eds) The Himalayan environment. New Age International (P) Limited Publishers, p 123–138

  • Hara M, Kimura F, Yasunari T (2004) The generating mechanism of WDs over the Himalayas. In: 6th International GAME Conference

  • Hatwar HR, Yadav BP, Rao YVR (2005) Prediction of western disturbances and associated weather over Western Himalayas. Curr Sci 88:913–920

    Google Scholar 

  • Holton JR, Hakim GJ (2012) An introduction to dynamic meteorology, 5th edn. Academic Press, Oxford

    Google Scholar 

  • Hong SY, Dudhia J, Chen SH (2004) A revised approach to ice microphysical processes for the bulk parameterization of clouds and precipitation. Mon Weather Rev 132:103–120

    Article  Google Scholar 

  • Hong SY, Noh Y, Dudhia J (2006) A new vertical diffusion package with an explicit treatment of entrainment processes. Mon Weather Rev 134:2318–2341

    Article  Google Scholar 

  • Huffman GJ, Adler RF, Bolvin DT, Gu G, Nelkin EJ, Bowman KP, Hong Y, Stocker EF, Wolff DB (2007) The TRMM multi-satellite precipitation analysis: quasi-global, multi-year, combined-sensor precipitation estimates at fine scale. J Hydrometeor 8(1):38–55

    Article  Google Scholar 

  • Indian Meteorological Department, Delhi (2003) Weather in India, winter season (January - February) - 2002. Mausam 54(1):346–347

    Google Scholar 

  • Jenamani RK (2012) Micro-climatic study and trend analysis of fog characteristics at IGI airport New Delhi using hourly data (1981–2005). Mausam 63(2):203–218

    Google Scholar 

  • Kain JS (2004) The Kain-Fritsch convective parameterization: an update. J Appl Meteorol 43:170–181

    Article  Google Scholar 

  • Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Leetmaa A, Reynolds R, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang C, Jenne R, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteorol Soc 77:437–471

    Article  Google Scholar 

  • Kessler E (1969) On the distribution and continuity of water substance in atmospheric circulation. Meteorol Monogr 10(32):88

    Google Scholar 

  • Krishnamurti TN (1961) The subtropical jet streams of winter. J Meteorol 18:172–191

    Article  Google Scholar 

  • Kumar A, Dudhia J, Rotunno R, Niyogi D, Mohanty UC (2008) Analysis of the 26 July 2005 heavy rain event over Mumbai, India using the weather research and forecasting (WRF) model. Q J R Meteorol Soc 134:1897–1910

    Article  Google Scholar 

  • Lang TJ, Barros AP (2004) Winter storms in central Himalayas. J Meteorol Soc Jpn 82(3):829–844

    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 

  • Lin YL, Farley RD, Orville HD (1983) Bulk parameterization of the snow field in a cloud model. J Clim Appl Meteorol 22:1065–1092

    Article  Google Scholar 

  • Mamgain A, Dash SK, ParthSarthi P (2010) Characteristics of Eurasian snow depth with respect to Indian summer monsoon rainfall. Meteorol Atm Phys 110(1–2):71–83

    Article  Google Scholar 

  • Mlawer EJ, Taubman SJ, Brown PD, Iacono MJ, Clough SA (1997) Radiative trans-fer for inhomogeneous atmosphere: RRTM, a validated correlated-k model for the long-wave. J Geophys Res 102:16663–16682

    Article  Google Scholar 

  • Mohanty UC, Dimri AP (2004) Location-specific prediction of the probability of occurrence and quantity of precipitation over the Western Himalayas. Weather Forecast 19:520–533

    Article  Google Scholar 

  • Mohanty UC, Madan OP, Raju PVS, Bhatla R, Rao PLS (1999) A study on certain dynamic and thermodynamic aspects associated with western disturbances over north-west Himalaya. In: Dash SK, Bahadur J (eds) The Himalayan environment. New Age International (P) Limited Publishers, p 113–122

  • Pisharoty P, Desai BN (1956) Western disturbances and Indian Weather. Indian J Meteorol Geophys 7:333–338

    Google Scholar 

  • Puranik DM, Karekar RN (2009) Western disturbances seen with AMSU-B and infrared sensors. J Earth Syst Sci 118(1):27–39

    Article  Google Scholar 

  • Ramanathan Y, Saha KR (1972) Application of a primitive equation baratropic model to predict movement of “western disturbances”. J Appl Meteorol 11:268–272

    Article  Google Scholar 

  • Ramaswamy C (1956) On the sub-tropical jet stream and its role in the development of large-scale convection. Tellus 8:26–60

    Article  Google Scholar 

  • Rangachary N, Bandyopadhyay BK (1987) An analysis of the synoptic weather pattern associated with extensive avalanching in Western Himalaya. In: Avalanche formation, movement and effects, p 162

  • Rao VB, Rao ST (1971) A theoretical and synoptic study of western disturbances. Pure Appl Geophys 90(7):193–208

    Google Scholar 

  • Rao YP, Srinivasan V (1969) Discussion of typical synoptic weather situation: winter western disturbances and their associated features. In: Indian Meteorological Department: Forecasting Manual Part III

  • Rienecker MM, Suarez MJ, Gelaro R, Todling R, Bacmeister J, Liu E, Bosilovich MG, Schubert SD, Takacs L, Kim GK, Bloom S, Chen J, Collins D, Conaty A, da Silva A, Gu W, Joiner J, Koster RD, Lucchesi R, Molod A, Owens T, Pawson S, Pegion P, Redder CR, Reichle R, Robertson FR, Ruddick AG, Sienkiewicz M, Woollen J (2011) MERRA: NASA’s modern-era retrospective analysis for research and applications. J Clim 24:3624–3648

    Article  Google Scholar 

  • Rogers E, Black T, Ferrier B, Lin Y, Parrish D, DiMego G (2001) Changes to the NCEP Meso Eta analysis and forecast system: increase in resolution, new cloud microphysics, modified precipitation assimilation, modified 3DVAR analysis. Tech Proced Bull. http://www.emc.ncep.noaa.gov/mmb/mmbpll/eta12tpb/. Accessed 21 Sept 2012

  • Roy SS, Bhowmik SKR (2005) Analysis of thermodynamics of the atmosphere over northwest India during the passage of a western disturbance as revealed by model analysis field. Curr Sci 88(6):947–951

    Google Scholar 

  • Rutledge SA, Hobbs PV (1984) Themesoscale and microscale structure and organization of clouds and precipitation in midlatitude cyclones. XII: a diagnostic modeling study of precipitation development in narrow cloud-frontal rainbands. J Atmos Sci 20:2949–2972

    Article  Google Scholar 

  • Semwal G, Dimri AP (2012) Impact of initial and boundary conditions on simulations of western disturbances and associated precipitation. Nat Hazards. doi:10.1007/s11069-012-0304-4

    Google Scholar 

  • Singh MS (1979) Westerly upper air troughs and development of western disturbances over India. Mausam 30(4):405–414

    Google Scholar 

  • Singh MS, Kumar S (1977) Study of western disturbances. Indian J Meteoro Hydrol Geophys 28(2):233–242

    Google Scholar 

  • Singh MS, Rao AVRK, Gupta SC (1981) Development and movement of a mid tropospheric cyclone in the westerlies over India. Mausam 32(1):45–50

    Google Scholar 

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Duda MG, Huang X, Wang W, Powers JG (2008) A Description of the advanced research WRF version 3. MMM, UCAR. http://www.mmm.ucar.edu/wrf/users/docs/arw_v3.pdf. Accessed 17 Aug 2012

  • Srinivasan V (1971) Some case studies of cirriform clouds over India during the winter period. Indian J Meteorol Geophys 22:421–428

    Google Scholar 

  • Srinivasan K, Ganju A, Sharma SS (2005) Usefulness of mesoscale weather forecast for avalanche forecasting. Curr Sci 88(6):921–926

    Google Scholar 

  • Syed FS, Körnich H, Tjernström M (2012) On the fog variability over south Asia. Clim Dyn 39(12):993–3005

    Article  Google Scholar 

  • Tao WK, Simpson J (1993) The Goddard cumulus ensemble model. Part I: model description. Terre Atmos Ocean Sci 4:35–72

    Google Scholar 

  • Thayyen RJ, Gergan JT (2010) Role of glaciers in watershed hydrology: a preliminary study of a “Himalayan catchment”. Cryosphere 4:115–128

    Article  Google Scholar 

  • Wang W, Seaman NL (1997) A comparison study of convective parameterization schemes in a mesoscale model. Mon Weather Rev 125:252–278

    Article  Google Scholar 

  • Wang W, Barker DM, Bruy`ere C, Duda MG, Dudhia J, Gill DO, Michalakes J, Rizvi S (2010) WRF version 3 modeling system user’s guide. MMM, UCAR. http://www.mmm.ucar.edu/wrf/users/docs/user_guide_V3.0. Accessed 15 Aug 2012

  • Xue X, Hong Y, Limaye AS, Gourley JJ, Huffman GJ, Khan SI, Dorji C, Chen S (2013) Statistical and hydrological evaluation of TRMM-based multi-satellite precipitation analysis over the Wangchu Basin of Bhutan: are the latest satellite precipitation products 3B42V7 ready for use in ungauged basins? J Hydrol 499:91–99

    Article  Google Scholar 

  • Yadav RK, RupaKumar K, Rajeevan M (2010) Climate change scenarios for Northwest India winter season. Quat Int 213(1):12–19

    Article  Google Scholar 

  • Yadav RK, RupaKumar K, Rajeevan M (2012) Characteristic features of winter precipitation and its variability over northwest India. J Earth Syst Sci 121(3):611–623

    Article  Google Scholar 

  • Yatagai A, Arakawa O, Kamiguchi K, Kawamoto H, Nodzu MI, Hamada A (2009) A 44-year daily gridded precipitation dataset for Asia based on a dense network of rain gauges. Sci Online Lett Atmos 5:137–140

    Google Scholar 

Download references

Acknowledgments

The authors acknowledge NCEP/NCAR for the use of GFS-FNL dataset and NNRP2 reanalysis dataset. Acknowledgment is due to Research Institute for Humanity and Nature (RIHN) and the Meteorological Research Institute of Japan Meteorological Agency (MRI/JMA) for the use of APHRODITE data. The ERA-I reanalysis has been procured from ECMWF Data Server. MERRA data and TRMM data have been provided by the NASA. Interpolated OLR data provided by NOAA/ESRL. The authors thank the IMD for providing synoptic information. This study is benefitted in part by the Council of Scientific and Industrial Research (CSIR, India) fellowship to A. Chevuturi.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. P. Dimri.

Additional information

Responsible editor: J. Fasullo.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Dimri, A.P., Chevuturi, A. Model sensitivity analysis study for western disturbances over the Himalayas. Meteorol Atmos Phys 123, 155–180 (2014). https://doi.org/10.1007/s00703-013-0302-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00703-013-0302-4

Keywords

Navigation