Log in

WRF high resolution simulation of an extreme rainfall event over Douala (Cameroon): a case study

  • Original Article
  • Published:
Modeling Earth Systems and Environment Aims and scope Submit manuscript

Abstract

An unusual extreme precipitation affected the Douala town of Cameroon during 19–20 June 2015. 24-h accumulated rainfall recorded, exceeded 80 mm/day and led to flash floods, loss of life and severe damage in the area. This study presents the results of a numerical simulation of this event using the Weather Research and Forecasting (WRF) model over three domains with horizontal resolutions of 27, 9 and 3 km. Soundings from Douala International Airport show that this event was associated with the downpours, thunderstorms and high values of Vertical Integral of Water Vapour indicating the intense stormy episode. The values of the Convective Available Potential Energy obtained from the soundings clearly indicate that there was a persistent instability in Douala during this period. In addition the satellite images from infrared channel show that there was the clouds with strong vertical development showing the presence of a stormy area extending on the coasts of Cameroon and Nigeria. Using the WRF model, initialized and bounded by the National Center for Environmental Prediction Global Forecasting System 3 h products, the episode was successfully simulated. The model was able to reproduce the important meteorological features associated with this event, which include good simulation of the Vertical Integral of Water Vapour with the magnitude similar to that obtained from soundings. Relative humidity and low level wind at 850 hPa were also well simulated by the model compared to the ERAI reanalyses data. The surface air was almost saturated in Douala and its surroundings. The prevailing wind was southwest (monsoon) indicating a permanent supply of moisture from the Atlantic Ocean to the continent. The simulated precipitation also compares favorably to the observation and Tropical Rainfall Measuring Mission in term of spatial and total accumulated amount. The WRF model appears to be a tool that might assist forecasters throughout rainy seasons in Central Africa to successfully predict such events.

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

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (France)

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

Similar content being viewed by others

References

  • 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

    Article  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, Hólm EV, Isaksen L, Kallberg 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

    Article  Google Scholar 

  • Ducrocq V, Aullo G, Santurette P (2003) Les précipitations intenses et les inondations des 12 et 13 novembre 1999 sur le sud de la france. La Météorologie, 8e série 42:18–27

  • Ek MB, Mitchell KE, Lin Y, Grunmann P, Rogers E, Gayno G, Koren V, Tarpley JD (2003) Implementation of the upgraded NOAH land-surface model in the NCEP operational mesoscale Eta model. J Geophys Res. doi:10.1029/2002JD003296

    Google Scholar 

  • Hong SY, Pan HL, Lim JOJ (2006) The WRF single-moment 6-class microphysics scheme (WSM 6). J Korean Meteorol Soc 42:129–151

    Google Scholar 

  • Houze RA, Ramussen KL, Medina S, Brodzik SR, Romatschke U (2011) Anomalous atmospheric events leading to the summer 2010 floods in Pakistan. Bull Am Meteorol Soc 92:291–298

    Article  Google Scholar 

  • Huffman G, Adler R, Bolvin D, Gu G, Nelkin E, Bowman K, Hong Y, Stocker E, Wolff D (1997) The TRMM multi-satellite precipitation analysis: quasi-global, multi-year, combined-sensor precipitation estimates at fine scale. J Hydrometeorol 8:38–55

    Article  Google Scholar 

  • Kerry AE (1994) Atmospheric convection. Oxford University Press, US, p 580

  • Kumar A, Dudhia J, Rotunno RM, 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 

  • Lenouo A, Monkam D, Vondou DA, Tanessong RS, Mkankam KF (2009) Analyse des conditions météorologiques pour la sécurité aérienne à Douala. La Météorologie 65:46–58

    Article  Google Scholar 

  • Medina S, Houze RA, Kumar A, Niyogi D (2010) Summer monsoon convection in the Himalayan region: terrain and land cover effects. Q J R Meteorol Soc 136:593–616

    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 long-wave. J Geophys Res 102(D14):16663–16682

    Article  Google Scholar 

  • Nicholson SE, Some B, McCollum J, Nelkin E, Klotter D, Berte Y, Diallo BM, Gaye I, Kpabeba G, Ndiaye O, Noukpozounkou JN, Tanu MM, Thiam A, Toure AA, Traore AK (2003) Validation of TRMM and other rainfall estimates with a high-density gauge dataset for West Africa. Part II: validation of TRMM rainfall products. J Appl Meteorol 42:1355–1368

    Article  Google Scholar 

  • Nordeng TE (1994)Extended versions of the convective parameterization scheme at ECMWF and their impact on the mean and transient activity of the model in the tropics. ECMWF Technical Memorandum, 206, p 41

  • Rasmussen KL, Houze RA Jr (2016) Convective initiation near the Andes in subtropical South America. Mon Weather Rev 144(6):2351–2374

    Article  Google Scholar 

  • Singh R, Pal PK, Kishtawal CM, Joshi PC (2008) Impact of atmospheric infrared sounder data on the numerical simulation of a historical Mumbai rain event. Weather Forecast 23:891–913

    Article  Google Scholar 

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Wang W, Powers JG (2008) A description of the advanced research WRF version 3. NCAR Tech. Note 4751STR, p 113

  • Tanessong RS, Vondou DA, Moudi-Igri P, Kamsu-Tamo PH, Mkankam-Kamga F (2013) Evaluation of probabilistic precipitation forecast determined from WRF forecasted amounts. Theor Appl Climatol. doi:10.1007/s00704-013-0965-2

    Google Scholar 

  • Tiedtke M (1989) A comprehensive mass flux scheme for cumulus parameterization in large scale models. Mon Weather Rev 117:1779–1800

    Article  Google Scholar 

  • Webster PJ, Toma VE, Kim HM (2011) Were the 2010 Pakistan floods predictable? Geophys Res Lett. doi:10.1029/2010GL046346

    Google Scholar 

Download references

Acknowledgements

WRF was provided by the University Corporation for Atmospheric Research website (for more information see http://www.mmm.ucar.edu/wrf/users/download/get source.html). ERA Interim data were obtained from the ECMWF website. TRMM data were provided online by NASA at http://mirador.gsfc.nasa.gov.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Roméo S. Tanessong.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tanessong, R.S., Vondou, D.A., Djomou, Z.Y. et al. WRF high resolution simulation of an extreme rainfall event over Douala (Cameroon): a case study. Model. Earth Syst. Environ. 3, 927–942 (2017). https://doi.org/10.1007/s40808-017-0343-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s40808-017-0343-7

Keywords

Navigation