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Assessing climatic trends of extreme rainfall indices over northeast Bangladesh

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Abstract

This study analyzes the trends of extreme rainfall indices over northeast Bangladesh for the period of 1984 to 2016 for the pre-monsoon and monsoon seasons. The research was framed as part of a project co-producing knowledge of climate variability and impacts through collaboration between scientific and local communities in northeast Bangladesh, which found pre-monsoon and monsoon rainfall to be most important. With access to a greater number of rainfall stations than previous work in northeast Bangladesh, we investigated trends in extreme rainfall events using the Mann–Kendall trend test and Sen’s slope estimator. To appraise the quality of the data, we used the Standard Normal Homogeneity and the Pettitt tests to check its homogeneity. Among the seven stations, only Sunamganj was found inhomogeneous, and was not considered for trend analysis. All indices of rainfall extremes showed a decreasing trend in both seasons, with the most significant decrease during the monsoon. Importantly, we saw a decreasing trend in the seasonal total rainfall and consecutive wet days, whereas there was an increasing trend in consecutive dry days. Moreover, we saw a decreasing trend in 1-day maximum rainfall, 5-day maximum rainfall, the intensity of the daily rainfall over 25 mm during the pre-monsoon and 50 mm during monsoon, which together may indicate a future decrease in the magnitude and intensity of flash floods and monsoon floods. If this trend continues, the northeast Bangladesh may suffer from water stress, which could affect the lives and livelihoods of communities living there.

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References

  • Ahmed R, Karmakar S (1993) Arrival and withdrawal dates of the summer monsoon in Bangladesh. Int J Climatol 13(7):727–740

    Article  Google Scholar 

  • Alexandersson H (1986) A homogeneity test applied to precipitation data. J Climatol 6:661–675

    Article  Google Scholar 

  • Alexander LV, Zhang X, Peterson TC, Caesar J, Gleason B, Klein TAMG, Haylock M, Collins D, Trewin B, Rahimzadeh F, Tagipour A (2006) Global observed changes in daily climate extremes of temperature and precipitation. Geophys Res : Atmos 111(D5)

  • Alam MS, Quayum MA, Islam MA (2010) Crop production in the haor areas of Bangladesh: insights from farm level survey. Agriculturists 8(2):88–97

    Google Scholar 

  • Bartels WL, Furman CA, Diehl DC, Royce FS, Dourte DR, Ortiz BV et al (2013) Warming up to climate change: a participatory approach to engaging with agricultural stakeholders in the Southeast US. Reg Environ Chang 13:S45–S55

    Article  Google Scholar 

  • Bennett ND, Newham LT, Croke BF, Jakeman AJ (2007) Patching and disaccumulation of rainfall data for hydrological modelling. In Int. Congress on Modelling and Simulation (MODSIM 2007), Modelling and Simulation Society of Australia and New Zealand Inc., pp. 2520–2526

  • Birsan M, Molnar P, Burlando P, Pfaundler M (2005) Stream flow trends in Switzerland. J Hydrol 314:312–329 2005

    Article  Google Scholar 

  • Bremer S, Blanchard A., Mamnun N, Stiller-Reeve M, Haque MM and Tvinnereim E (2017) Narrative as a method for eliciting tacit knowledge of local climate variability in Bangladesh. Sustainability Science. Under review

  • Cash DW, Clark WC, Alcock F, Dickson NM, Eckley N, Guston DH et al (2003) Knowledge systems for sustainable development. Proc Natl Acad Sci 100(14):8086–8091

    Article  Google Scholar 

  • Cash DW, Borck JC, Patt AG (2006) Countering the loading-dock approach to linking science and decision making: comparative analysis of El Niño/Southern oscillation (ENSO) forecasting systems. Sci Technol Hum Values 31(4):465–494

    Article  Google Scholar 

  • Deka RL, Mahanta C, Pathak H, Nath KK, Das S (2013) Trends and fluctuations of rainfall regime in the Brahmaputra and Barak basins of Assam, India. Theor Appl Climatol 114(1–2):61–71

    Article  Google Scholar 

  • Das S, Tomar CS, Saha D, Shaw SO, Singh C (2015) Trends in rainfall pattern over north-east India during 1961–2010. Int J Earth Atmos Sci 2:37–48

    Google Scholar 

  • Dilling L, Lemos MC (2011) Creating usable science: opportunities and constraints for climate knowledge use and their implications for science policy. Glob Environ Chang 21(2):680–689

    Article  Google Scholar 

  • Firat M, Dikabas F, Koc AC, Gungor M (2010) Missing data analysis and homogeneity test for Turkish precipitation series. Indian. Acad Sci 35(6):707–720

    Google Scholar 

  • Frich P, Alexander LV, Della-Marta P, Gleason B, Haylock M, Klein TAM, Peterson T (2002) Observed coherent changes in climatic extremes during the second half of the twentieth century. Clim Res 19(3):193–212

    Article  Google Scholar 

  • Fu G, Yu J, Yu X, Ouyang R, Zhang Y, Wang P, Liu W, Min L (2013) Temporal variation of extreme rainfall events in China, 1961–2009. J Hydrol 487:48–59

    Article  Google Scholar 

  • Hasan GMJ, Alam R, Islam QN, Hossain MS (2012) Frequency structure of major rainfall events in the north-east part of Bangladesh. J Eng Sci Technol 6(2012):690–700

    Google Scholar 

  • Hegger D, Dieperrink C (2014) Toward successful joint knowledge production for climate change adaptation: lessons from six regional projects in the Netherlands. Ecol Soc 18(2):34

    Article  Google Scholar 

  • Janis MJ, Robeson SM (2004) Determining the spatial representativeness of air-temperature records using variogram-nugget time series. Phys Geogr 25(6):513–530

    Article  Google Scholar 

  • Jain SK, Kumar V, Saharia M (2013) Analysis of rainfall and temperature trends in northeast India. Int J Climatol 33(4):968–978

    Article  Google Scholar 

  • Karmakar S, Khatun A (1995) Variability and probabilistic estimates of rainfall extremes in Bangladesh during the southwest monsoon season. Mausam 46(1):47–56

    Google Scholar 

  • Karmakar S, Alam MM (2006) Instability of the troposphere associated with thunderstorms/nor’westers over Bangladesh during the premonsoon season. Mausam 57:629–638

    Google Scholar 

  • Kataoka A, Satomura T (2005) Numerical simulation on the diurnal variation of precipitation over northeastern Bangladesh: a case study of an active period 14-21 June 1995. Sola 1:205–208

    Article  Google Scholar 

  • Kendall MG (1975) Rank Correlation Methods. Griffin, London

    Google Scholar 

  • Khaliq MN, Ouarda TBMJ (2007) Short communication on the critical values of the standard normal homogeneity test (SNHT). Int J Climatol 27:681–687 (2007)

    Article  Google Scholar 

  • Kripalani RH, Inamdar S, Sontakke NA (1996) Rainfall variability over Bangladesh and Nepal: Comparison

  • Lang DJ, Wiek A, Bergmann M, Stauffacher M, Martens P, Moll P et al (2012) Transdisciplinary research in sustainability science: practice, principles, and challenges. Sustain Sci 7:25–43

    Article  Google Scholar 

  • Kumar V, Jain SK, Singh Y (2010) Analysis of long-term rainfall trends in India. Hydrol Sci J–J Sci Hydrol 55(4):484–496

    Article  Google Scholar 

  • Kumar V, Jain SK (2011) Trends in rainfall amount and number of rainy days in river basins of India (1951–2004). Hydrol Res 42(4):290–306

    Article  Google Scholar 

  • Makhuvha T, Pegram G, Sparks R, Zucchini W (1997) Patching rainfall data using regression methods: 1. Best subset selection, EM and pseudo-EM methods. Theory J Hydrol 198(1–4):289–307. https://doi.org/10.1016/s0022-1694(96)03285-4

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrics 13:245–259

    Article  Google Scholar 

  • Masood M, Takeuchi K (2016) Climate change impacts and its implications on future water resource management in the Meghna Basin. Futures 78:1–8

    Article  Google Scholar 

  • Meadow AM, Ferguson DB, Guido Z, Horangic A, Owen G (2015) Moving toward the deliberate coproduction of climate science knowledge. Weather Climate Soc 7(2):179–191

    Article  Google Scholar 

  • Moeletsi ME, Shabalala ZP, De Nysschen G, Walker S (2016) Evaluation of an inverse distance weighting method for patching daily and dekadal rainfall over the Free State Province, South Africa. Water SA 42(3):466–474

    Article  Google Scholar 

  • Mondal A, Kundu S, Mukhopadhyay A (2012) Rainfall trend analysis by Mann-Kendall test: a case study of north-eastern part of cuttack district, Orissa. Int J Geol Earth Environ Sci 2(1)

  • Moss RH, Meehl GA, Lemos MC, Smith JB, Arnold JR, Arnott JC et al (2013) Hell and high water: practice-relevant adaptation science. Science 8:753

    Google Scholar 

  • Mirza MQ, Warrick RA, Ericksen NJ, Kenny GJ (1998) Trends and persistence in precipitation in the Ganges, Brahmaputra and Meghna river basins. Hydrol Sci J 43(6):845–858

    Article  Google Scholar 

  • Murata F, Terao T, Hayashi T, Asada H, Matsumoto J (2008) Relationship between atmospheric conditions at Dhaka, Bangladesh, and rainfall at Cherrapunjee, India. Nat Hazards 44(3):399–410

    Article  Google Scholar 

  • Murata F, Terao T, Kiguchi M, Fukushima A, Takahashi K, Hayashi T, Habib A, Bhuyian SH, Choudhury SA (2011) Daytime thermodynamic and airflow structures over northeast Bangladesh during the pre-monsoon season: a case study on 25 April 2010

  • Naidu CV, Durgalakshmi K, Muni KK, Ramalingeswara RS., Satyanarayana GC, Lakshminarayana P, Malleswara RL (2009) Is summer monsoon rainfall decreasing over India in the global warming era?. J Geophys Res : Atmos 114(D24)

  • Onoz B, Bayazit M (2012) The power of statistical tests for trend detection. Turk J Eng Environ Sci 27:247–251

    Google Scholar 

  • Oza M, Kishtawal CM. (2014) Trends in rainfall and temperature patterns over north east India. Earth Sci India 7

  • Pettitt AN (1979) A non-parametric approach to the change-point detection. Appl Stat 28:126–135

    Article  Google Scholar 

  • Prokop P, Walanus A (2015) Variation in the orographic extreme rain events over the Meghalaya Hills in northeast India in the two halves of the twentieth century. Theor Appl Climatol 121(1–2):389–399

    Article  Google Scholar 

  • Rafiuddin M, Uyeda H, Islam MN (2010) Characteristics of monsoon precipitation systems in and around Bangladesh. Int J Climatol 30(7):1042–1055

    Google Scholar 

  • Rahman MR, Salehin M, Matsumoto J (1997) Trends of monsoon rainfall pattern in Bangladesh. Bangladesh J Water Resour 14-18:121–138

    Google Scholar 

  • Reeve MA (2015) Monsoon onset in Bangladesh: reconciling scientific and societal perspectives. PhD thesis, University of Bergen, Norway

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall's tau. J Am Stat Assoc 63:1379–1389

    Article  Google Scholar 

  • Shahid S (2011) Trends in extreme rainfall events of Bangladesh. Theor Appl Climatol 104(3–4):489–499

    Article  Google Scholar 

  • Sinha A, Kathayat G, Cheng H, Breitenbach SF, Berkelhammer M, Mudelsee M, Biswas J, Edwards RL (2015) Trends and oscillations in the Indian summer monsoon rainfall over the last two millennia. Nat Commun 6

  • Stiller-Reeve MA, Syed MA, Spengler T, Spinney JA, Hossain R (2015) Complementing scientific monsoon definitions with social perception in Bangladesh. Bull Am Meteorol Soc 2015 Jan 96(1):49–57

    Article  Google Scholar 

  • Stiller-Reeve MA, Spengler T, Chu PS (2014) Testing a flexible method to reduce false monsoon onsets. PloS One 9(8):e104386

    Article  Google Scholar 

  • Terao T, Islam MN, Murata F, Hayashi T (2008) High temporal and spatial resolution observations of meso-scale features of pre-and mature summer monsoon cloud systems over Bangladesh. Nat Hazards 44(3):341–351

    Article  Google Scholar 

  • Visbeck M (2008) From climate assessment to climate services. Nat Geosci 1(2–3):2–3

    Article  Google Scholar 

  • Wu X, Wang Z, Zhou X, Lai C, Lin W, Chen X (2015) Observed changes in precipitation extremes across 11 basins in China during 1961–2013. Int J Climatol. https://doi.org/10.1002/joc.4524

    Article  Google Scholar 

  • Xia Y, Fabian P, Winterhalter M, Zhao M (2001) Forest climatology: estimation and use of daily climatological data for Bavaria, Germany. Agric For Meteorol 106(2):87–103

    Article  Google Scholar 

  • Yamane Y, Hayashi T, Dewan AM, Akter F (2010) Severe local convective storms in Bangladesh: Part II.: Environmental conditions. Atmos Res 95(4):407–418

    Article  Google Scholar 

  • Yang L, Villarini G, Smith JA, Tian F, Hu H (2012) Changes in seasonal maximum daily precipitation in China over the period 1961–2006. Int J Climatol 33:1646–1657. https://doi.org/10.1002/joc.3539

    Article  Google Scholar 

  • Zarenistanak M, Dhorde AG, Kripalani RH (2014) Trend analysis and change point detection of annual and seasonal precipitation and temperature series over southwest Iran. Journal of Earth System. Science 123(2):281–295

    Google Scholar 

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Acknowledgements

This study has been funded by TRACKS (Transforming Climate Knowledge with and for Society: mobilizing knowledge on climate variability with communities in northeast Bangladesh) project sponsored by the Research Council of Norway.

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Authors and Affiliations

  1. Institute of Water and Flood Management (IWFM), Bangladesh University of Engineering and Technology (BUET), Dhaka, 1000, Bangladesh

    Md. Abul Basher & A. K. M. Saiful Islam

  2. Uni Research Climate, Bjerknes Centre for Climate Research, Bergen, Norway

    Mathew Alexander Stiller-Reeve & Scott Bremer

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  1. Md. Abul Basher
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  2. Mathew Alexander Stiller-Reeve
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  3. A. K. M. Saiful Islam
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  4. Scott Bremer
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Correspondence to Md. Abul Basher.

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Basher, M., Stiller-Reeve, M.A., Saiful Islam, A.K.M. et al. Assessing climatic trends of extreme rainfall indices over northeast Bangladesh. Theor Appl Climatol 134, 441–452 (2018). https://doi.org/10.1007/s00704-017-2285-4

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