Skip to main content

Advertisement

Log in

Synoptic flow patterns and large-scale characteristics of flash flood-producing rainstorms over northeast Bangladesh

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

Abstract

Flash flood and related hazards occurred over the Haor (wetland) areas of northeast Bangladesh during 17–18 April 2010. Prediction of this sudden incident is challenging when it happened on the high terrain of Meghalaya Plateau and adjoining Bangladesh. Flash flood event occurred when convective cells assembled into a mesoscale convective system (MCS) over the steep edge of the Plateau. The MCS obtained its extreme point after getting moisture support from the southerly flow of the Bay of Bengal (BoB). This study investigated the synoptic flow patterns and large-scale characteristics of the flash flood-producing storm and its associated tropospheric conditions in northeast Bangladesh using the Weather Research and Forecasting (WRF) model. The model used a 3-nested domain with the horizontal resolution of 27 km, 9 km, and 3 km, respectively. The study revealed that the model underestimated the strength of the flash flood in general in respect of rainfall. The 48-h simulated rainfall was about 152 mm for outer domain-1, about 195 mm for inner domain-2 and about 209 mm for the innermost domain-3 whereas actual rainfall was 223 mm as recorded by Bangladesh Meteorological Department (BMD). The southerly wind was strong at 950 hPa and the westerly wind prevailed at 500 hPa level. The model simulated results show that cloud water mixing ratio was 1.8 mg m−3 and extended vertically up to 17 km. Ice water mixing ratio was 200 mg m−3 and found in between 12 and 20 km, indicating the formation of ice in the upper troposphere. The maximum values of x, y, and z-wind components over Cherrapunji were − 11 ms−1, − 21 ms−1 and − 2.8 ms−1, respectively which indicated the strengthening of the convective system to produce flash flood.

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

Similar content being viewed by others

References

  • Abhilash S, Das S, Kalsi SR, Das Gupta M, Mohankumar K, George JP, Banerjee SK, Thampi SB, Pradhan D (2007) Impact of Doppler radar wind in simulating the intensity and propagation of rainbands associated with mesoscale convective complexes using MM5-3DVAR system. Pure Appl Geophys 164(8–9):1491–1509. https://doi.org/10.1007/978-3-7643-8493-7_4

    Article  Google Scholar 

  • Basher Md, Stiller-Reeve M, Islam AS, Scott B (2017) Assessing extreme rainfall trends over the northeast regions of Bangladesh. Theoret Appl Climatol 1–12:2017. https://doi.org/10.1007/s00704-017-2285-4

    Article  Google Scholar 

  • CEGIS (2012) Master plan of the haor area, Bangladesh Haor and Wetland Development Board (BHWDB), summary report, vol II. Ministry of Water Resources, Government of Peoples Republic of Bangladesh

  • Chatterjee P, Pradhan D, De UK (2008) Simulation of hailstorm event using mesoscale model MM5 with modified cloud microphysics scheme. Ann Geophys 26:3545–3555

  • Chaudhuri C, Tripathi S, Srivastava R, Misra A (2015) Observation-and numerical-analysis-based dynamics of the Uttarkashi cloudburst. Ann Geophys 33:671–686. https://doi.org/10.5194/angeo-33-671-2015

    Article  Google Scholar 

  • Dalal S, Lohar D, Sarkar S, Sadhukhan I, Debnath GC (2012) Organizational modes of squall-type mesoscale convective systems during premonsoon season over eastern India. Atmos Res 106:120–138

    Article  Google Scholar 

  • Das Mohan K, Debsarma SK (2012) Cyclone Aila Moisture Effects on Heavy Rain and Flooding in Bangladesh, Bhutan, NE-India and Nepal. International Conference on Ensemble Methods in Geophysical Sciences, 12–16 November 2012. Toulouse, France. https://www.meteo.fr/cic/meetings/2012/ensemble.conference/

  • Das MK, Chowdhury MA, Das S (2015a) Sensitivity study with physical parameterization schemes for simulation of mesoscale convective systems associated with squall events. Int J Earth Atmos Sci 2(2):20–36

  • Das MK, Das S, Chowdhury AM, Karmakar S (2015b) Simulation of Tornado over Brahmanbaria on 22 March 2013 using Doppler Weather Radar and WRF Model. Geomat Nat Hazards Risk 7(5):1577–1599. https://doi.org/10.1080/19475705.2015.1115432

  • Das MK, Chowdhury MA, Das S, Debsarma SK, Karmakar S (2015c) Assimilation of Doppler weather radar data and their impacts on the simulation of squall events during pre-monsoon season. Nat Hazards 77(2):901–931. https://doi.org/10.1007/s11069-015-1634-9

  • Das MK, Saiful IAKM, Khan Md, Uddin J, Samarendra K (2017) Numerical simulation of flash-flood-producing heavy rainfall of 16 April 2016 in NE regions of Bangladesh. Vayu Mandal 43(2):97–108

    Google Scholar 

  • Das S, Ashrit R, Moncrieff MW (2006) Simulation of a Himalayan Cloudburst event. J Earth Syst Sci 115(3):299–313

    Article  Google Scholar 

  • Das S, Ashrit R, Iyengar GR, Saji Mohandas M, Gupta D, George JP, Rajagopal EN, Dutta SK (2008) Skills of different mesoscale models over Indian region during monsoon season: Forecast errors. J Earth Syst Sci 117:603–620

    Article  Google Scholar 

  • Das S (2010) Climatology of thunderstorms over the SAARC region. SMRC report no. 35, p 66

  • Das S, Mohanty UC, Tyagi A, Sikka DR, Joseph PV, Rathore LS, Habib A, Baidya SK, Sonam K, Sarkar A (2014) The SAARC STORM: a coordinated field experiment on severe thunderstorm observations and regional modeling over the South Asian region. Bull Am Meteorol Soc 95:603–617

    Article  Google Scholar 

  • Das S, Sarkar A, Das MK, Rahman MM, Islam MN (2015d) Composite characteristics of Nor'westers based on observations and simulations. J Atmos Res 158–159:158–178. https://doi.org/10.1016/j.atmosres.2015.02.00

  • Deb SK, Srivastava TP, Kishtawal CM (2008) The WRF model performance for the simulation of heavy precipitating events over Ahmedabad during August 2006. J. Earth Syst. Sci 117:589–602

    Article  Google Scholar 

  • Dimri VP (2013) Uttarakhand has early warning communication in 1894! Curr Sci 105(2):152

    Google Scholar 

  • Dimri AP, Niyogi D, Barros AP, Ridley J, Mohanty UC, Yasunari T, Sikka DR (2015) Western DISTURBANCE: A REVIEW. Rev Geophys. https://doi.org/10.1002/2014RG000460

    Article  Google Scholar 

  • Dimri AP, Chevuturi A, Niyogi D, Thayyen RJ, Ray K, Tripathi SN, Pandey AK, Mohanty UC (2016a) Cloudbursts in Indian Himalayas: A review. Earth. https://doi.org/10.1016/j.earscirev.2017.03.006

    Article  Google Scholar 

  • Dimri AP, Thayyen RJ, Kibler K, Stanton A, Jain SK, Tullos D, Singh VP (2016b) A review of atmospheric and land surface processes with emphasis on flood generation in the Southern Himalayan rivers. Sci Total Environ 556:98–115

    Article  Google Scholar 

  • Dimri AP, Chevuturi A, Niyogi D, Thayyen RJ, Ray K, Tripathi SN, Pandey AK, Mohanty UC (2017) Cloudbursts in Indian Himalayas: a review. Earth Sci Rev. https://doi.org/10.1016/j.earscirev.2017.03.006

  • Dube A, Ashrit R, Ashish A, Sharma K, Iyengar G, Rajagopal E, Basu S (2014) Forecasting the heavy rainfall during Himalayan flooding—June 2013. Weather Clim Extrem 4:22–34

    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 

  • Hasan MA, Islam AS (2018) Evaluation of microphysics and cumulus schemes of WRF for forecasting of heavy monsoon rainfall over the Southeastern Hilly Region of Bangladesh. Pure Appl Geophys:1–30

  • Huffman G (2016) TRMM (TMPA-RT) Near real-time precipitation L3 3 hour 0.25 degree × 0.25 degree V7, Greenbelt, MD, Goddard Earth Sciences Data and Information Services Center (GES DISC), available at: https://disc.gsfc.nasa.gov/datacollection/TRMM_3B42RT_7.html (last access: 2 November 2017)

  • Hong S-Y, Lim J-OJ (2006) The WRF single-moment 6-class microphysics scheme (WSM6). J Korean Meteorol Soc 42:129–151

    Google Scholar 

  • Holton J (1994) An introduction to dynamic meteorology, 4th edn. Elsevier Academic Press, Amsterdam, p 290

    Google Scholar 

  • Houze RA Jr. (1975) Squall lines observed in the vicinity of the researcher during phase III of GATE. In: Proceedings, 16th Radar Meteorology Conference. American Meteorological Society, Houston , pp 206–209

  • Houze RA Jr (1997) Stratiform rainfall in regions of convection: a meteorological paradox? Bull Am Meteor Soc 78:2179–2196

    Article  Google Scholar 

  • Houze RA Jr (2004) Mesoscale convective systems. Rev Geophys 42:43. https://doi.org/10.1029/2004RG000150

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Houze RA Jr (2014) Cloud dynamics, 2nd edn. Elsevier/Academic Press, Oxford, p 432

    Google Scholar 

  • Houze RA Jr., Rasmussen KL, McMurdie L, Chaplin MM, Kumar A (2017) Synoptic and mesoscale aspects of the June 2013 flooding in Uttarakhand, India. Mon Weather Rev (in revision)

  • IMD (India Meteorological Department) (1944) Nor’wester of Bengal. IMD technical note no. 10

  • Islam MN, Hayashi T, Terao T, Uyeda H, Kikuchi K (2005) Characteristics of rainfall systems analyzed from radar data over Bangladesh. J Nat Disaster Sci 27(1):17–23

    Google Scholar 

  • Islam MN, Uyeda H (2008) Vertical variations of rain intensity in different rainy periods in and around Bangladesh derived from TRMM observations. Int J Climatol 28:273–279

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Karmakar S, Alam MM (2005) On the sensible heat energy, latent heat energy and potential energy of the troposphere over Dhaka before the occurrence of Nor’westers in Bangladesh during the pre-monsoon season. Mausam 56:671–680

    Google Scholar 

  • Khan MJU, Islam AS, Das MK, Mohammed K, Bala SK, Islam GMT (2019) Observed trends in climate extremes over Bangladesh from 1981 to 2010. Clim Res 77(1):45–61

    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 (2014) Simulation of a flash flooding storm at the steep edge of the Himalayas. J Hydrometeorol 15:212–228

    Article  Google Scholar 

  • Lazri M, Ameur S, Brucker JM, Testud J, Hamadache B, Hameg S, Ouallouche F, Mohia Y (2013) Identification of raining clouds using a method based on optical and microphysical cloud properties from Meteosat second generation daytime and nighttime data. Appl Water Sci 3(1):1–11

    Article  Google Scholar 

  • Mourad L, Ameur S (2013) Jean Michel Brucker, Jacques Testud, Bachir Hamadache, Slimane Hameg, Fethi Ouallouche and Yacine Mohi, 2013. Identification of raining clouds using a method based on opticaland microphysical cloud properties from Meteosat second generation daytime and nighttime data, Appl Water Sci 3:1–11. https://doi.org/10.1007/s13201-013-0079

    Article  Google Scholar 

  • Litta AJ, Mohanty UC, Das S, Idicula SM (2012) Numerical simulation of severe local storms over east India using WRF–NMM mesoscale model. Atmos Res 116:161–184. https://doi.org/10.1016/j.atmosres.2012.04.015

    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. https://doi.org/10.1002/qj.601

    Article  Google Scholar 

  • Mohammed K, Islam AS, Islam GMT, Bala SK, Alferi L, Khan MJU, Das MK (2017) Extreme flows and water availability of the Brahmaputra River under 1.5 °C and 2 °C global warming scenarios. Clim Change. https://doi.org/10.1007/s10584-017-2073-2

  • Mohanty UC, Routray A, Krishna KO, Prasad SK (2012) A study on simulation of heavy rainfall events over Indian region with ARW-3DVAR modeling system. Pure Appl Geophys 169:381–399

    Article  Google Scholar 

  • Murata F, Terao T, Kiguchi M, Fukushima A, Takahashi K, Hayashi T, Arjumand H, Bhuiyan MSH, Choudhury SA (2011) Daytime thermodynamic and airflow structures over northeast Bangladesh during the pre-monsoon season: a case study on 25 April 2010. J Meteorol Soc Jpn 89A:167–179

    Article  Google Scholar 

  • NCEP (National Centers for Environmental Prediction) (2000) National Weather Service/NOAA/U.S. Department of Commerce, updated daily, NCEP FNL Operational Model Global Tropospheric Analyses, continuing from July 1999. Research Data Archive at the National Center for Atmospheric Research, Computational and Information Systems Laboratory. https://doi.org/10.5065/D6M043C6 (Last access: 2 Nove)

  • Nowreen S, Murshed SB, Islam AKMS, Bhaskaran B, Hasan MA (2014) Changes of rainfall extremes around the haor basin areas of Bangladesh using multi-member ensemble RCM. Theor Appl Climatol 119:363–377

    Article  Google Scholar 

  • Otkin Jason A, Greenwald Thomas J (2008) Comparison of WRF model-simulated and MODIS-derived cloud data. Mon Weather Rev 136(6):1957–1970

  • Pradhan D, Sinha V (2005) Thunderstorm genesis over Kolkata—a case study. Vatavaran 29(1):20–27

    Google Scholar 

  • Rajeevan M, Kesarkar A, Thampi SB, Rao TN, Radhakrishna B, Rajasekhar M (2010) Sensitivity of WRF cloud microphysics to simulations of a severe thunderstorm event over Southeast India. Ann Geophys 28:603–619. https://doi.org/10.5194/angeo-28-603-2010

    Article  Google Scholar 

  • Rama Rao YV, Hatwar HR, Salah AK, Sudhakar Y (2007) An experiment using the high resolution eta and WRF models to forecast heavy precipitation over India. Pure Appl Geophys 164:1593–1615

    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 Amer Meteor Soc 93:1713–1724

    Article  Google Scholar 

  • Routray A, Mohanty UC, Das AK, Sam NV (2005) Study of heavy rainfall event over the west-coast of India using analysis nudging in MM5 during ARMEX-I. Mausam 56(1):107–120

    Google Scholar 

  • Routray A, Mohanty UC, Niyogi D, Rizvi SRH, Osuri KK (2010) Simulation of heavy rainfall events over Indian Monsoon Region using WRF-3DVAR data assimilation system. Meteorol Atmos Phys 106:107–125

    Article  Google Scholar 

  • Roy B, Islam AS, Islam GMT, Bhattacharya B, Ali MH, Khan AS, Hossain MS, Sarker JC, Khan MU (2019) Determining flash flood danger level at gauge stations of the North East Haor regions of Bangladesh. J Hydrol Eng 24(4):05019004

    Article  Google Scholar 

  • Roy SKB, Prasad K (2001) Some characteristics of limited area model precipitation forecast of Indian monsoon and evaluation of associated flow features. Meteool Atmos Phys 76:223–236

    Article  Google Scholar 

  • Samarendra K, Quadir DA, Das MK (2017) Numerical simulation of physical and dynamical characteristics associated with the severe thunderstorm on 5 April 2015 at Kushtia and Jhenaidah. Nat Hazards 86(3):1127–1146. https://doi.org/10.1007/s11069-016-2733-y

    Article  Google Scholar 

  • Sikka DR, Rao PS (2008) The use and performance of mesoscale models over the Indian region for two high-impact events. Nat Hazards 44:353–372

    Article  Google Scholar 

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Barker DM, Duda MG, Huang XY, Wang W, Powers JG (2008) A description of the advanced research WRF version 3. NCAR Tech. Note NCAR/TN-475+STR, p 113. https://doi.org/10.5065/D68S4MVH

  • Skamarock WC, Klemp JB, Dudhia J, Gill DO, Liu Z, Berner J, Wang W, Powers JG, Duda MG, Barker DM, Huang XY (2019) A description of the advanced research WRF version 4. NCAR Tech. Note NCAR/TN-556+STR, p 145. https://doi.org/10.5065/1dfh-6p97

  • Sun J, Crook NA (1997) Dynamical and microphysical retrieval from Doppler radar observations using a cloud model and its adjoint, part I: model development and simulated data experiments. J Atmos Sci 54:1642–1661

    Article  Google Scholar 

  • Tyagi B, Krishna VN, Satyanarayana ANV (2011) Skill of thermodynamic indices for forecasting premonsoon thunderstorms over Kolkata during STORM pilot phase 2006–2008. Nat Hazards 56:681–698. https://doi.org/10.1007/s11069-010-9582-x

    Article  Google Scholar 

  • Tyagi B, Satyanarayana ANV, Vissa NK (2013) Thermodynamical structure of atmosphere during premonsoon thunderstorm season over Kharagpur as revealed by STORM data. Pure Appl Geophys 170:675–687. https://doi.org/10.1007/s00024-012-0566-5

    Article  Google Scholar 

  • Vaid BH (2013) Numerical simulations and analysis of June 16, 2010 Heavy Rainfall Event over Singapore Using the WRFV3 Model.  Int J Atmos Sci 2013:8. https://doi.org/10.1155/2013/825395

  • Virts KS, Houze RA Jr (2016) Seasonal and intraseasonal variability of mesoscale convective systems over the South Asian monsoon region. J Atmos Sci 73:4753–4774. https://doi.org/10.1175/JAS-D-16-0022.1

    Article  Google Scholar 

  • Webster PJ, Jian J, Hopson TM, Hoyos CD, Agudelo P, Chang H-R, Curry JA, Grossman RL, Palmer TN, Subbiah AR (2010) Extended-range probabilistic forecasts of Ganges and Brahmaputra floods in Bangladesh. Bull Am Meteor Soc 91(11):1493–1514

    Article  Google Scholar 

  • Yatagai A, Kamiguchi K, Arakawa O, Hamada A, Yasutomi N, Kitoh A (2012a) APHRODITE: constructing a long-term daily gridded precipitation dataset for asia based on a dense network of rain gauges. Bull Am Meteor Soc 93(9):1401–1415

    Article  Google Scholar 

  • Yatagai A, Nakamura H, Miyasaka T, Okumiya K (2012b) meteorological conditions related to the august 2010 flood event in Ladakh, in the West Himalayas. Geophys Res Abs 14:12856

    Google Scholar 

Download references

Acknowledgements

The work has been supported by a research project on ‘Developing Flash Flood Early Warning System, Capacity Building and Knowledge Management for Haor Region of Bangladesh’ currently being carried out in Institute of Water and Flood Management (IWFM) of Bangladesh University of Engineering and Technology funded by a Haor Area Infrastructure and Livelihood Improvement (HILIP) Project of Local Govt. Engineering Department (LGED) sponsored by the International Fund for Agricultural Development (IFAD). The authors would like to acknowledge the use of NCEP FNL data-set, and GSFC/DAAC, NASA, for the access of TRMM data. The authors would like to thank the National Center for Atmospheric Research (NCAR), USA, for their excellent public service done by providing the WRF model. Meteorological observations are collected through SAARC STORM program from NMHS of SAARC member states.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to A. K. M. Saiful Islam.

Additional information

Responsible Editor: M. Telisman Prtenjak.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (PDF 1227 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Das, M.K., Islam, A.K.M.S., Karmakar, S. et al. Synoptic flow patterns and large-scale characteristics of flash flood-producing rainstorms over northeast Bangladesh. Meteorol Atmos Phys 132, 613–629 (2020). https://doi.org/10.1007/s00703-019-00709-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00703-019-00709-1

Navigation