Skip to main content

Advertisement

Log in

A high-resolution simulation of catastrophic rainfall over Uttarakhand, India

  • Original Paper
  • Published:
Natural Hazards Aims and scope Submit manuscript

Abstract

On 16 June 2013, intense and continuous rainfall together led to the collapse of moraine-dammed lake (Chorabari Lake) and devastated the entire land of Uttarakhand, Himalaya. This caused heavy floods in Uttarakhand (28°43′−31°27′ latitudes and 77°34′–81°02′ longitudes) along with unprecedented damage to life and property. Timely prediction and warning of such severe local weather systems over complex terrain are the first step towards disaster mitigation and bears huge societal impact. In this study, weather research and forecasting (WRF) model was configured at high spatial resolution (2 km) to simulate the Kedarnath heavy rainfall event over Uttarakhand region of India during 16–17 June 2013. Results showed that the WRF model was able to predict the Kedarnath heavy rainfall. Location and intensity of heavy rainfall were captured by the WRF model when verified with in situ measurements and satellite-retrieved rainfall products. Moreover, the explicit impact of topography in triggering this extreme weather event has been discussed using a diagnostic model which demonstrated that orographic component of rain rate is quite high over this region.

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

Similar content being viewed by others

References

  • Anabor V, Stensrud DJ, de Moraes OL (2009) Simulation of a serial upstream-propagating mesoscale convective system event over southeastern South America using composite initial conditions. Mon Weather Rev 137(7):2144–2163

    Article  Google Scholar 

  • Barros AP, Joshi M, Putkonen J, Burbank DW (2000) A study of the 1999 monsoon rainfall in a mountainous region in central Nepal using TRMM products and rain gauge observations. Geophys Res Lett 27(22):3683–3686

    Article  Google Scholar 

  • Barros AP, Kim G, Williams E, Nesbitt SW (2004) Probing orographic controls in the Himalayas during the monsoon using satellite imagery. Nat Hazard Earth Syst Sci 4(1):29–51

    Article  Google Scholar 

  • Bauer P, Auligné T, Bell W, Geer A, Guidard V, Heilliette S, Kazumori M, Kim MJ, Liu EHC, McNally AP, Macpherson B, Okamoto K, Renshaw R, Riishøjgaard LP (2011) Satellite cloud and precipitation assimilation at operational NWP centres. Q J R Meteorol Soc 137:1934–1951

    Article  Google Scholar 

  • Benedetti A, Lopez P, Bauer P, Moreau E (2005) Experimental use of TRMM precipitation radar observations in 1D+4D-Var assimilation. Q J R Meteorol Soc 131:2473–2495

    Article  Google Scholar 

  • Bohra AK, Basu S, Rajagopal EN, Iyengar GR, Gupta MD, Ashrit R, Athiyaman B (2006) Heavy rainfall episode over Mumbai on 26 July 2005: assessment of NWP guidance. Curr Sci 90:1188–1194

    Google Scholar 

  • Buzzi A, Foschini L (2000) Mesoscale meteorological features associated with heavy precipitation in southern Alpine region. Meteolol Atmos Phys 72:131–146

    Article  Google Scholar 

  • Chang HI, Kumar A, Niyogi D, Mohanty UC, Chen F, Dudhia J (2009) The role of land surface processes on the mesoscale simulation of the July 26, 2005 heavy rain event over Mumbai. India Glob Planet Change 67:87–103. doi:10.1016/j.gloplacha.2008.12.005

    Article  Google Scholar 

  • Das S, Ashrit R, Moncrieff MW (2006) Simulation of a Himalayan cloudburst event. J Earth Syst Sci 115:299–313

    Article  Google Scholar 

  • Dobhal DP, Gupta AK, Mehta M, Khandelwal DD (2013) Kedarnath disaster: facts and plausible causes. Curr Sci 105:171–174

    Google Scholar 

  • Doswell CA III, Brooks HE, Maddox RA (1996) Flash flood forecasting: an ingredients-based methodology. Weather Forecast 11:560–581

    Article  Google Scholar 

  • Dube A, Ashrit R, Ashish A, Sharma K, Iyengar GR, Rajagopal EN, Basu S (2013) Performance of NCMRWF forecast models in predicting the Uttarakhand heavy rainfall event during 17–18 June 2013, NMRF/RR/08/2013

  • 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 

  • Francis PA, Gadgil S (2006) Intense rainfall events over the west coast of India. Metrol Atmos Phys 94:27–45

    Article  Google Scholar 

  • Goswami BN, Venugopal VD, Sengupta D, Madhusudan MS, Xavier PK (2006) Increasing trend of extreme rain events over India in a warming environment. Science 314:1442–1445

    Article  Google Scholar 

  • Guhathakurta P, Rajeevan M (2008) Trends in the rainfall pattern over India. Int J Climatol 28:1453–1469. doi:10.1002/joc.1640

    Article  Google Scholar 

  • Guhathakurta P, Sreejith OP, Menon PA (2011) Impact of climate change on extreme rainfall events and flood risk in India. J Earth Syst Sci 120:359–373

    Article  Google Scholar 

  • Hong SY, Dudhia J (2003) Testing of a new non-local boundary layer vertical diffusion scheme in numerical weather prediction applications. 20th conference on weather analysis and forecasting/16th conference on numerical weather prediction, Seattle, WA

  • Hong SY, Lim JOJ (2006) The WRF single-moment 6-class microphysics scheme (WSM6). Asia-Pac J Atmos Sci 42(2):129–151

    Google Scholar 

  • Hong SY, Pan HL (1996) Nonlocal boundary layer vertical diffusion in a medium range forecast model. Mon Weather Rev 124:2322–2339

    Article  Google Scholar 

  • Howarth David A (1983) Seasonal variations in the vertically integrated water vapor transport fields over the southern Hemisphere. Mon Weather Rev 111:1259–1272

    Article  Google Scholar 

  • Hu XM, Nielsen-Gammon JW, Zhang F (2010) Evaluation of three planetary boundary layer schemes in the WRF model. J Appl Meteorol Climatol 49(9):1831–1844

    Article  Google Scholar 

  • IMD (2013) A preliminary report on heavy rainfall over Uttarakhand during 16–18 June 2013. India Meteorological Department, Ministry of Earth Sciences; July 2013. http://imd.gov.in/doc/uttrakhand_report_04_09_2013.pdf

  • Kain JS, Fritsch JM (1990) A one-dimensional entraining/detraining plume model and its application in convective parameterization. J Atmos Sci 47:2784–2802

    Article  Google Scholar 

  • Kain JS, Fritsch JM (1993) Convective parameterization for mesoscale models: The Kain–Fritsch scheme. In: The representation of cumulus convection in numerical models, American Meteorological Society, pp. 165–170

  • Khaladkar RM, Mahajan PN, Kulkarni JR (2009) Alarming rise in the number and intensity of extreme point rainfall events over the Indian region under climate change scenario. IITM research report No. RR-123, ISSN 0252-1075

  • Kishtawal CM, Niyogi D, Tewari M, Roger A, Sr Pielke, Marshall Shepherd J (2010) Urbanization signature in the observed heavy rainfall climatology over India. Int J Climatol 30:1908–1916

    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 

  • Kumar A, Houze RA Jr, Rasmussen KL, Peters-Lidard C (2014a) Simulation of a flash flooding storm at the steep edge of the Himalayas. J Hydrometeorol 15(1):212–228

    Article  Google Scholar 

  • Kumar P, Kishtawal CM, Pal PK (2014b) Impact of direct rainfall assimilation on weather research and forecasting model forecast over tropical region. J Geophys Res Atmos 119:2017–2031

    Article  Google Scholar 

  • Lopez P (2011) Direct 4D-Var assimilation of NCEP stage IV radar and gauge precipitation data at ECMWF. Mon Weather Rev 139:2098–2116

    Article  Google Scholar 

  • Ludlam FH (1963) Severe local storms: a review. In: Atlas D (ed) Severe local storms, AMS monogr, 27th edn. American Meteorological Society, Boston, pp 1–30

    Google Scholar 

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

    Article  Google Scholar 

  • Rajeevan M, Bhate J, Jaswal AK (2008) Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded daily rainfall data. Geophys Res Lett 35:L18707. doi:10.1029/2008GL035143

    Article  Google Scholar 

  • Rasmussen KL, Houze RA Jr (2012) A flash-flooding storm at the steep edge of high terrain disaster in the Himalayas. Bull Am Metrol Soc 93:1713–1724

    Article  Google Scholar 

  • Reale O, Feudale L, Turato B (2001) Evaporative moisture sources during a sequence of floods in the mediterranean region. Geophys Res Lett 28:2085–2088

    Article  Google Scholar 

  • SenRoy S, Balling RC (2004) Trends in extreme daily precipitation indices in India. Int J Climatol 24:457–466

    Article  Google Scholar 

  • Sinclair MR (1994) A diagnostic model for estimating orographic precipitation. J Appl Meteorol 33:1163–1175

    Article  Google Scholar 

  • SinhaRay KC, De US (2003) Climate change in India as evidenced from instrumental records. WMO Bull 52:53–59

    Google Scholar 

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Duda MG, Huang XY, Wand W, Powers JG (2008) A description of the advanced research WRF Version 3,” NCAR/TN-475 STR; NCAR technical note, Mesoscale and Microscale Meteorology Division, National Center of Atmospheric Research, pp. 113

  • Srinivasan J (2013) Predicting and managing extreme rainfall. Curr Sci 105:7–8

    Google Scholar 

  • Thompson CS, Sinclair MR, Gray WR (1997) Estimating long-term annual precipitation in a mountainous region from a diagnostic model. Int J Climatol 17(9):997–1007

    Article  Google Scholar 

  • Wang C, Gao S, Liang L, Deng D, Gong H (2014) Multi-scale characteristics of moisture transport during a rainstorm process in North China. Atmos Res 145:189–204

    Article  Google Scholar 

Download references

Acknowledgments

The authors would like to thank Mr. A. S. Kiran Kumar, Chairman, ISRO for constant encouragement and guidance. Authors are also thankful to National Center for Atmospheric Research (NCAR) for WRF model. The global analysed and forecast data provided by National Centers for Environmental Prediction (NCEP) are acknowledged with sincere thanks.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Prashant Kumar.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kumar, P., Shukla, B.P., Sharma, S. et al. A high-resolution simulation of catastrophic rainfall over Uttarakhand, India. Nat Hazards 80, 1119–1134 (2016). https://doi.org/10.1007/s11069-015-2013-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11069-015-2013-2

Keywords

Navigation