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Assessment of Hydro-climatic Trends and Variability over the Black Volta Basin in Ghana

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Abstract

The present study examines the trends of hydro-climatic parameters over the Black Volta Basin in Ghana. Trend analysis was carried at different time scales (i.e., monthly, seasonal, and annual) from 1961 to 2016. Modified Mann–Kendall (MMK) test, Sen’s slope estimates, and Pettit–Mann–Whitney test were applied to compute the existence of a trend, the degree of change, and probable change point, respectively. The results revealed that there are warming trends over the entire Black Volta Basin. Both temperature extremes, i.e., highest and lowest (annual, seasonal, and monthly scale), for upstream and downstream region revealed an increasing trend. The annual rainfall in the upstream region depicted a downward trend, while downstream showed an increasing trend in the Basin. The seasonal trend analysis for rainfall depicted a falling trend (@ Sen’s slopes − 0.47 and − 0.69) with a percentage change over the 56 years − 19.66% and − 19.30%, respectively, for upstream and downstream regions during the dry periods. While, the rainy season showed a decreasing rainfall trend (@ Sen’s slope − 0.71 and percentage change − 4.41%) for the upstream region and increasing (@ + 0.71 & 4.39%) for the downstream. However, annual rainfall for the sites in the Basin depicted a decreasing trend (@ − 0.88 and − 4.76%) for upstream and an increasing trend (@ + 0.16 with 0.81% change) for downstream region. Annual streamflow revealed an increasing trend (@ + 0.02 with a 1.53% change) over the 43 years for upstream and a decreasing trend (@—0.41 and − 15.04% change) for downstream region at Chache-Bole. Therefore, this study output will be helpful for different stakeholders and policymakers within the Black Volta Basin of the West African sub-region toward improving decisions on water resources management.

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References

  • Ahmadi F, Nazeri Tahroudi M, Mirabbasi R, Khalili K, Jhajharia D (2017) Spatiotemporal trend and abrupt change analysis of temperature in Iran. Meteorol Appl 25(2):314–321. https://doi.org/10.1002/met.1694

    Article  Google Scholar 

  • Akpoti K, Antwi EO, Kabo-Bah A (2016) Impacts of rainfall variability, land use and land cover change on stream flow of the Black Volta Basin. West Afr Hydrol 3:26

    Google Scholar 

  • Allwaters, Consult (2012) Diagnostic study of the Black Volta Basin in Ghana. Final Report.

  • Amisigo BA, McCluskey A, Swanson R (2015) Modeling impact of climate change on water resources and agriculture demand in the Volta Basin and other Basin systems in Ghana. Sustainability 7(6):6957–6975

    Article  Google Scholar 

  • Aziz F, Obuobie E (2017) Trend analysis in observed and projected precipitation and mean temperature over the Black Volta Basin, West Africa. Int J Curr Eng Tech 7(4):1400–1412

    Google Scholar 

  • Bagley JE, Desai AR, Harding KJ, Snyder PK, Foley JA (2014) Drought and deforestation: has land cover change influenced recent precipitation extremes in the Amazon? J Clim 27:345–361. https://doi.org/10.1175/JCLI-D-1112-00369.00361

    Article  Google Scholar 

  • Basistha A, Arya DS, Goel NK (2009) Analysis of historical changes in rainfall in the Indian Himalayas. Int J Climatol 29:555–572

    Article  Google Scholar 

  • Bekele AA, Pingale SM, Hatiye SD, Tilahun AK (2019) Impact of climate change on surface water availability and crop water demand for the sub-watershed of Abbay Basin, Ethiopia. Sustain Water Resour Manag 5:1859–1875. https://doi.org/10.1007/s40899-019-00339-w

    Article  Google Scholar 

  • Bhatt D, Mall RK (2015) Surface water resources, climate change and simulation modeling. Aquat Procedia 4:730–738. https://doi.org/10.1016/j.aqpro.2015.02.094

    Article  Google Scholar 

  • Dinpashoh Y, Mirabbasi R, Jhajharia D, ZareAbianeh H, Mostafaeipour A (2014) Effect of short term and long-term persistence on identification of temporal trends. J Hydrol Eng 19(3):617–625

    Article  Google Scholar 

  • FAO (2017) FAO strategies on climate change. Rome. https://www.cbd.int/financial/ 2017docs/fao-climate2017.pdf Date of access. July 10, 2020

  • Feddema JJ, Oleson KW, Bonan GB, Mearns LO, Buja LE, Meehl GA (2005) Washington, W.M. The importance of land-cover change in simulating future climates. Science 310:1674–1678

    Article  Google Scholar 

  • Giannini A, Saravanan R, Chang P (2003) Ocean forcing of Sahel rainfall on inter-annual to inter-decadal time scale. Science 302:1027–1030

    Article  Google Scholar 

  • IPCC (2014) Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, IPCC

  • IPCC (2017) Climate change 2007: impacts, adaptation and vulnerability. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Contribution of working group ii to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, UK, pp. 976

  • Jaweso D, Abate B, Bauwe A, Lennartz B (2019) Hydro-meteorological trends in the upper Omo-Ghibe river basin, Ethiopia. Water 11(9):1951

    Article  Google Scholar 

  • Jiang P, Mahesh R, Gautam JZ, Zhongbo Y (2013) How well do the GCMs/RCMs capture the multi-scale temporal variability of precipitation in the Southwestern United States? J Hydrol 479:75–85. https://doi.org/10.1016/j.jhydrol.2012.11.041

    Article  Google Scholar 

  • Jiang P, Zhongbo Y, Feifei Y, Kumud A (2019) The multi-scale temporal variability of extreme precipitation in the source region of the Yellow River. Water 11(1):92. https://doi.org/10.3390/w11010092

    Article  Google Scholar 

  • Jin L, Whitehead PG, Appeaning-Addo K (2018) Modelling future flows of the Volta river system: impacts of climate change and socio-economic changes. Sci Total Environ 637638:1069–1080. https://doi.org/10.1016/j.scitotenv.2018.04.350

    Article  Google Scholar 

  • Kabat P, Schulze RE, Hellmuth ME et al (eds) (2002) Coping with impacts of climate variability and climate change in water management: a scoping paper. DWC-Report no. DWCSSO-01(2002), International Secretariat of the Dialogue on Water and Climate, Wageningen

  • Kalra A, Ahmad S (2012) Estimating annual precipitation for the Colorado River Basin using oceanic-atmospheric oscillations. Water Resour Res 48:W06527. https://doi.org/10.1029/2011WR010667

    Article  Google Scholar 

  • Karpouzos DK, Kavelieratou S, Babajimopoulos C (2010) Trend analysis of precipitation data in Pieria Region (Greece). Eur Water 30:31–40

    Google Scholar 

  • Kasei RA (2009) Modelling impacts of climate change on water resources in the Volta Basin, West Africa. PhD dissertation, Rheinischen Friedrich-Wilhelms-Universität Bonn.

  • Kendall MC (1975) Rank correlation methods, 4th edn. Charles Griffin, London

    Google Scholar 

  • Kothawale DR, Kumar KR (2005) On the recent changes in surface temperature trends over India. Geophy Res Lett 32:L18714. https://doi.org/10.1029/2005GL023528

    Article  Google Scholar 

  • Kumar N, Tischbein B, Kusche J, Laux P, Beg MK, Bogardi JJ (2017) Impact of climate change on water resources of upper Kharun catchment in Chhattisgarh, India. J Hydrol: Reg Stud 13:189–207. https://doi.org/10.1016/j.ejrh.2017.07.008

    Article  Google Scholar 

  • Kunstmann H, Jung G (2007) Influence of soil moisture and land use change on precipitation in the Volta Basin of West Africa. Int J River Basin Manag 5(1):9–16

    Article  Google Scholar 

  • Lacombe G, McCartney M, Forkuor G (2012) Drying climate in Ghana over the period 1960–2005: Evidence from the resampling-based Mann-Kendall test at local and regional levels. Hydrol Sci 57:1594–1609

    Article  Google Scholar 

  • Logah FY, Obuobie E, Ofori D, Kankam-Yeboah K (2013) Analysis of rainfall variability in Ghana. Int J Latest Res Eng Comput 1:1–8

    Google Scholar 

  • Luo Y, Lio S, Fu S, Liu J, Wang G, Zhou G (2008) Trends of precipitation in the Beijing River Basin, Guangdong Province, China. Hydrol Process 22:2377–2386

    Article  Google Scholar 

  • Mann HB (1945) Non-parametric test against trend. Econometrics 13:245–259

    Article  Google Scholar 

  • Modarres R, Da Silva RVP (2007) Rainfall trends in arid and semi-arid regions of Iran. J Arid Environ 70:344–355

    Article  Google Scholar 

  • Mondal K, Kaviraj A, Mukhopadhyay PK (2012) Effects of partial replacement of fishmeal in the diet by mulberry leaf meal on growth performance and digestive enzyme activities of Indian minor carp Labeo bata. Int J Aquat Sci 3(1):72–83

    Google Scholar 

  • Mondal A, Khare D, Kundu S (2015) Spatial and temporal analysis of rainfall and temperature trend of India. Theor Appl Climatol 122:143–158

    Article  Google Scholar 

  • Nalley D (2012) Analyzing trends in temperature, precipitation and streamflow data over Southern Ontario and Quebec using the discrete wavelet transform, MSc thesis, Department of Bioresource Engineering, McGill University, Montreal

  • Nkrumah F, Klutse NAB, Adukpo D, Owusu K, Quagraine K, Owusu A, Gutowski W (2014) Rainfall variability over Ghana: model versus rain gauge observation. Int J Geosci 5:673–683

    Article  Google Scholar 

  • Obuobie E, Amisigo B, Logah F, Kankam-Yeboah K (2017) Analysis of changes in downscaled rainfall and temperature projections in the Volta River Basin. Dams, Development and Downstream Communities: implications for Re-optimising the Operations of the Akosombo and Kpong Dams in Ghana, 157–184

  • Oguntunde PG, Friesen J, Van de Giesen N, Savenije HHG (2006) Hydroclimatology of the Volta River Basin in West Africa: trends and variability from 1901 to 2002. Phys Chem Earth 31:1180–1188

    Article  Google Scholar 

  • Owusu K, Waylen PR (2009) Trends in spatio-temporal rainfall variability in Ghana, (1951–2000). Weather 64(5):115–120

    Article  Google Scholar 

  • Pal AB, Khare D, Mishra PK, Singh L (2017) Trend analysis of rainfall, temperature and runoff data: a case study of Rangoon Watershed in Nepal. Int J Stud Res Tech Manage 5(3):21–38. 10.18510/ijsrtm.2017.535

  • Pettit AN (1979) A non-parametric approach to the change-point problem. Appl Stat 25(2):126–135

    Article  Google Scholar 

  • Pingale SM, Khar D, Jat MK, Adamowski J (2014) Spatial and temporal trends of mean and extreme rainfall and temperature the 33 urban centers of arid and semi-arid states of Rajasthan, India. Atmos Res 138:73–90

    Article  Google Scholar 

  • Pingale SM, Khare D, Jat MK, Adamowski J (2016) Trend analysis of climatic variables in an arid and semi-arid region of the Ajmer District, Rajasthan, India. J Water Land Dev 28:3–18

    Article  Google Scholar 

  • Rahman MA, Yunsheng L, Sultan N (2017) Analysis and prediction of rainfall trends over Bangladesh using Mann-Kendall, Spearmans rhotests and ARIMA model. Meteorol Atmos Phys 129:409–424

    Article  Google Scholar 

  • Rai KR, Upadhyay A, Ojha CSP (2010) Temporal variability of climatic parameters of Yamuna River Basin: spatial analysis of persistence, trend and periodicity. Open hydrol J 4:184–210

    Article  Google Scholar 

  • Raju NJ, Gossel W, Ramanathan AL, Sudhakar M (eds) (2014) Management of Water, Energy and Bio-resources in the Era of Climate Change: Emerging Issues and Challenges. Springer, New York

    Google Scholar 

  • Richard SJ, Tol (2015) Economic impacts of climate change. Working Paper Series 7515, Department of Economics, University of Sussex Business School.

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall's tau. J Am Stat Assoc 63(324):1379–1389

    Article  Google Scholar 

  • Shaibu S, Odai SN, Adjei KA, Osei EM, Annor FO (2012) Simulation of runoff for the Black Volta Basin using satellite observation data. Int J River Basin Manag 10:245–254

    Article  Google Scholar 

  • Soro GE, Noufé D, Goula Bi TA, Shorohou B (2016) Trend analysis for extreme rainfall at sub-daily and daily timescales in Côte d’Ivoire. Climate 4:37. https://doi.org/10.3390/cli4030037

    Article  Google Scholar 

  • Tekleab S, Mohammed Y, Uhlenbrook S (2013) Hydro-climatic trends in the Abay/Upper Blue Nile Basin, Ethiopia. Phys Chem Earth 61–62:32–42

    Article  Google Scholar 

  • Thornton P (2012) Recalibrating food production in the developing world: Global warming will change more than just the climate. CCAFS Policy Brief no. 6. CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS)

  • Trenberth KE (2011) Changes in precipitation with climate change. Clim Res 47:123–138. https://doi.org/10.3354/cr00953

    Article  Google Scholar 

  • Weldeab S, Lea DW, Schneider RR, Andersen N (2007) 155,000 years of West African monsoon and ocean thermal evolution. Science 316:1303–1307

    Article  Google Scholar 

  • World Bank, Ethiopia, (2006) Managing water resources to maximize sustainable growth: A world Bank water resources assistant strategy for Ethiopia; World Bank. Washington, DC, USA, 2006

  • Xia J, Duan Q, Luo Y, Xie Z, Liu Z, Mo X (2017) Climate change and water resources: case study of Eastern Monsoon Region of China. Adv Clim Change Res 8(2):63–67. https://doi.org/10.1016/j.accre.2017.03.007

    Article  Google Scholar 

  • Yue S, Hashimo M (2003) Long term trends of annual and monthly precipitation in Japan. J Am Water Res Assoc 39(3):587–596

    Article  Google Scholar 

  • Zamani R, Mirabbasi R, Abdollahi S, Jhajharia D (2017) Streamflow trend analysis by considering auto-correlation structure, long-term persistence, and Hurst coefficient in a semi-arid region of Iran. Theor Appl Climatol 129(1–2):33–45. https://doi.org/10.1007/s00704-016-1747-4

    Article  Google Scholar 

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Acknowledgements

We acknowledge the scholarship received through the RWESCK Africa Center of Excellence (ACE) Program from the Kwame Nkrumah University of Science and Technology (KNUST) and the International Research Fellowship award granted through the ACE initiative to study in Indian Institute of Technology, Roorkee. We also acknowledge the support and encouragement received from the Executive Secretary, Mr. Ben Ampomah, and staff of the Water Resources Commission throughout the study. Special acknowledgement also goes to Hydrological Service Department (HSD), Ghana and the Ghana Meteorological Agency, for providing the data.

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Correspondence to Joachim A. Abungba.

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Abungba, J.A., Khare, D., Pingale, S.M. et al. Assessment of Hydro-climatic Trends and Variability over the Black Volta Basin in Ghana. Earth Syst Environ 4, 739–755 (2020). https://doi.org/10.1007/s41748-020-00171-9

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