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Spatiotemporal variability and trends of rainfall and temperature in the Northeastern Highlands of Ethiopia

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Abstract

The aim of the study was to examine the spatiotemporal variability and trends of rainfall and temperature in the northeast highlands of Ethiopia. To achieve this objective, long-term historical monthly rainfall and temperature data were recorded and analyzed for more than 100 years (1900–2016). Gridded rainfall and temperature data were gathered from CenTrends Great Horn of Africa v1 and CRU_TS 4.01 with a resolution of 0.1° × 0.1° and 0.50 × 0.5°, respectively. The Mann–Kendall test was used to analyze the trends of rainfall data in different recording stations, and the Sen’s slope estimator was used to determine the magnitude of change. The Inverse Distance Weighted spatial analysis tool was used to illustrate the spatial trends of rainfall and temperature. The results of the coefficient of variation revealed that the decadal, annual and seasonal rainfall distributions were varied though belg rainfall found to be more variable than the others. The MK test result demonstrated that belg and annual rainfall exhibit a decreasing trend as compared to kiremt rainfall. The distribution of kiremt, belg and annual rainfall demonstrated decreasing trends at a rate of 0.432, 0.335 and 0.595 mm/year, respectively. The decadal rainfall also showed a decreasing trend at the rate of 6.537 mm/decade. On the other hand, the averages of annual, maximum and minimum temperature were increased at the rate of 0.0034, 0.0028 and 0.0095 °C/year, respectively. The decadal minimum, maximum and average temperature has shown increasing trend at the rate of 0.098 °C, 0.041 °C and 0.069 °C, respectively. An abrupt declined rainfall and increased temperature were observed since the 1970s. Climate variability strongly affects rain-fed agriculture more than any other activities. Hence, policymakers and stakeholders have to give top priority in the designing and introduction of appropriate area-specific adaptive strategies to reduce the impacts on crop production over livelihood zones. Rainwater harvesting and the development of small-scale irrigation schemes could be taken as viable options where rainfall is scarce and more variable.

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References

  • Aberra K (2011) The impact of climate variability on crop production in Ethiopia: which crop is more vulnerable to rainfall variability. In ninth Conference of EEA. Addis Ababa, Ethiopia

  • Abtew W, Melesse AM, Dessalegne T (2009) Spatial, inter and intra-annual variability of the Upper Blue Nile Basin rainfall. Hydrol Process Int J 23(21):3075–3082. https://doi.org/10.1002/hyp.7419

    Article  Google Scholar 

  • Ahmed SI, Rudra R, Dickinson T, Ahmed M (2014) Trend and periodicity of temperature time series in Ontario. Am J Clim Change 3(03):272. https://doi.org/10.4236/ajcc.2014.33026

    Article  Google Scholar 

  • Ahrens B (2005) Distance in spatial interpolation of daily rain gauge data. Hydrol Earth Syst Sci Discuss 2(5):1893–1922. https://hal.archives-ouvertes.fr/hal-00298708

    Article  Google Scholar 

  • Al-Houri Z (2014) Detecting variability and trends in daily rainfall characteristics in Amman-Zarqa basin, Jordan. Int J Appl 4(6)

  • Al-Shamarti HKA (2016) The variation of annual precipitation and precipitation concentration index of Iraq. IOSR J Appl Phys 8(4):36–44. https://doi.org/10.9790/4861-0804033644

    Article  Google Scholar 

  • ANRSPC (2017) Amhara national regional state plan commission 2015/2016 budget year annual statistical bulletin. ANRSPC, Bahir Dar

    Google Scholar 

  • Asfaw S, Coromaldi M, Lippe L (2015) Adaptation to climate risk and food security: evidence from small holder farmers in Ethiopia

  • Asfaw A, Simane B, Hassen A, Bantider A (2018) Variability and time series trend analysis of rainfall and temperature in north central Ethiopia: a case study in Woleka sub-basin. Weather Clim Extrem 19:29–41. https://doi.org/10.1016/j.wace.2017.12.002

    Article  Google Scholar 

  • Ayalew D, Tesfaye K, Mamo G, Yitaferu B, Bayu W (2012) Variability of rainfall and its current trend in Amhara region. Ethiopia. Afr J Agric Res 7(10):1475–1486. https://doi.org/10.5897/AJAR11.698

    Article  Google Scholar 

  • Beltrando G, Camberlin P (1993) Interannual variability of rainfall in the eastern Horn of Africa and indicators of atmospheric circulation. Int J Climatol 13:533–546. https://doi.org/10.1002/joc.3370130505

    Article  Google Scholar 

  • Bewket W (2009) Rainfall variability and crop production in Ethiopia: case study in the Amhara region. In: Proceedings of the 16th International Conference of Ethiopian Studies. Trondheim: Norwegian University of Science and Technology, Vol. 3, pp. 823–836

  • Bewket W, Conway D (2007) A note on the temporal and spatial variability of rainfall in the drought-prone Amhara region of Ethiopia. Int J Climatol 27(11):1467–1477. https://doi.org/10.1002/joc.1481

    Article  Google Scholar 

  • Blein R, Bwalya M, Chimatiro S, Dupaigre BF, Kisira S, Leturque H, Wambo-Yamdjeu A (2013) Agriculture in Africa: transformation and outlook. NEPAD Transforming Africa, pp 14–15

  • Chakraborty S, Pandey RP, Chaube UC, Mishra SK (2013) Trend and variability analysis of rainfall series at Seonath River Basin, Chhattisgarh (India). Int J Appl Sci Eng Res 2(4):425–434. https://doi.org/10.6088/ijaser.020400005

    Article  Google Scholar 

  • Chattopadhyay S, Edwards DR (2016) Long-term trend analysis of precipitation and air temperature for Kentucky, United States. Climate 4(1):10. https://doi.org/10.3390/cli4010010

    Article  Google Scholar 

  • Conway D (2000a) Some aspects of climate variability in the north east Ethiopian Highlands-Wollo and Tigray. Sinet 23(2):139–161

    Google Scholar 

  • Conway D (2000b) The climate and hydrology of the Upper Blue Nile River. Geogr J 166(1):49–62. https://doi.org/10.1111/j.1475-4959.2000.tb00006.x

    Article  Google Scholar 

  • Conway D, Mould C, Bewket W (2004) Over one century of rainfall and temperature observations in Addis Ababa, Ethiopia. Int J Climatol 24(1):77–91. https://doi.org/10.1002/joc.989

    Article  Google Scholar 

  • De Luis M, Gonzalez-Hidalgo JC, Brunetti M, Longares LA (2011) Precipitation concentration changes in Spain 1946–2005. Nat Hazards Earth Syst Sci 11(5):1259. https://doi.org/10.5194/nhess-11-1259-2011

    Article  Google Scholar 

  • Degefu W (1987) Some aspects of meteorological drought in Ethiopia. Cambridge University Press, Cambridge, pp 23–36

    Google Scholar 

  • Dinku T (2011) Climate risk management and data needs for agriculture in Ethiopia. In: Strengthening capacity for climate change adaptation in the agriculture sector in Ethiopia; Proceedings from National Workshop held in Nazreth, Ethiopia 5–6 July 2010

  • Diro GT, Black E, Grimes DIF (2008) Seasonal forecasting of Ethiopian spring rains. Meteorol Appl 15(1):73–83. https://doi.org/10.1002/met.63

    Article  Google Scholar 

  • Easterling WE, Aggarwal PK, Batima P, Brander KM, Erda L, Howden SM, Tubiello FN (2007) Food, fiber and forest products: impacts, adaptation and vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK, pp 273–313

  • Ethiopian Panel on Climate Change/EPCC (2015) First assessment report, Working Group II agriculture and food security, Published by the Ethiopian Academy of Sciences

  • FDRE (2007) Climate change national adaptation programme of action (NAPA) of Ethiopia. Addis Ababa, Ethiopia

    Google Scholar 

  • Fekadu K (2015) Ethiopian seasonal rainfall variability and prediction using canonical correlation analysis (CCA). Earth Sci 4(3):112–119. https://doi.org/10.11648/j.earth.20150403.14

    Article  Google Scholar 

  • Feng G, Cobb S, Abdo Z, Fisher DK, Ouyang Y, Adeli A, Jenkins JN (2016) Trend analysis and forecast of precipitation, reference evapotranspiration, and rainfall deficit in the black land Prairie of Eastern Mississippi. J Appl Meteorol Climatol 55(7):1425–1439. https://doi.org/10.1175/JAMC-D-15-0265.1

    Article  Google Scholar 

  • Funk C, Rowland J, Eilerts G, Kebebe E, Biru N, White L, Galu G (2012) A climate trend analysis of Ethiopia. US Geol Surv, Fact Sheet, p 3053

    Google Scholar 

  • Funk C, Nicholson SE, Landsfeld M, Klotter D, Peterson P, Harrison L (2015) The centennial trends Greater Horn of Africa precipitation dataset. Sci Data 2:150050

    Article  Google Scholar 

  • Game AT, Korecha D (2015) Recent changes in rainfall, temperature and number of rainy days over northern Oromia zone, Ethiopia. Sci Discov 6(3):62–70. https://doi.org/10.11648/j.sd.20150306.14

    Article  Google Scholar 

  • Gebreegziabher Z, Mekonnen M, Deribe R, Abera S, Kassahun MM (2013) Crop-livestock inter-linkages and climate change implications for Ethiopia’s agriculture. Environment for development, discussion paper series EfD DP 13–14. Pp 32

  • Gebrehiwot TG, Veen A (2013) Assessing the evidence of climate variability in the northern part of Ethiopia. J Dev Agric Econ 5(3):104–119. https://doi.org/10.5897/JDAE12.056

    Article  Google Scholar 

  • Gissila T, Black E, Grimes DIF, Slingo JM (2004) Seasonal forecasting of the Ethiopian summer rains. Int J Clim 24(11):1345–1358. https://doi.org/10.1002/joc.1078

    Article  Google Scholar 

  • Grillo J (2009) Application of the livelihood zone maps and profiles for food security analysis and early warning guidance for famine early warning systems network. USAID Google Scholar

  • IPCC (2001) Climate change 2001: impacts, adaptation, and vulnerability: contribution of Working Group II to the third assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Jain SK, Kumar V (2012) Trend analysis of rainfall and temperature data for India. Curr Sci (Bangalore) 102(1):37-49. https://www.jstor.org/stable/24080385

  • Jury MR, Funk C (2013) Climatic trends over Ethiopia: regional signals and drivers. Int J Climatol 33(8):1924–1935. https://doi.org/10.1002/joc.3560

    Article  Google Scholar 

  • Kahsay B (2013) Diagnosis and intervention plans for South Wollo Zone, Amhara Region: livestock and irrigation value chains for Ethiopian smallholders (LIVES). Google Scholar

  • Kebede G, Bewket W (2009) Variations in rainfall and extreme event indices in the wettest part of Ethiopia. SINET Ethiop J Sci 32(2):129–140

    Google Scholar 

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

    Google Scholar 

  • Kew S, Philip S, van Oldenborgh GJ, Otto F, Haustein K, King A, Hailemariam K (2017) Challenges and possibilities for attribution studies in developing countries: Ethiopian drought of 2015. In: EGU General Assembly Conference Abstracts 19: 16869

  • Kinyangi J, Herrero MT, Omolo A, Steeg JVD, Thornton PK (2009) Scoping study on vulnerability to climate change and climate variability in the greater Horn of Africa: mapping impacts and adaptive capacity

  • Korecha D, Barnston AG (2007) Predictability of june–september rainfall in Ethiopia. Mon Weather Rev 135(2):628–650. https://doi.org/10.1175/MWR3304.1

    Article  Google Scholar 

  • Kydd J, Dorward A, Morrison J, Cadisch G (2004) Agricultural development and pro-poor economic growth in sub-Saharan Africa: potential and policy. Oxford Dev Stud 32(1):37–57. https://doi.org/10.1080/1360081042000184110

    Article  Google Scholar 

  • Little PD, Stone MP, Mogues T, Castro AP, Negatu W (2006) ‘Moving in place’: drought and poverty dynamics in South Wollo, Ethiopia. J Dev Stud 42(2):200–225. https://doi.org/10.1080/00220380500405287

    Article  Google Scholar 

  • Longobardi A, Villani P (2010) Trend analysis of annual and seasonal rainfall time series in the Mediterranean area. Int J Climatol 30(10):1538–1546. https://doi.org/10.1002/joc.2001

    Article  Google Scholar 

  • Mahoo H, Radeny M, Kinyangi J, Cramer L (eds) (2013) Climate change vulnerability and risk assessment of agriculture and food security in Ethiopia: Which way forward? CCAFS Working Paper no. 59. CGIAR Research Program on Climate Change, Agriculture and Food Security (CCAFS). Copenhagen, Denmark

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259. https://doi.org/10.2307/1907187

    Article  Google Scholar 

  • McSweeney C, New M, Lizcano G (2008) United Nation Development Programme (UNDP) climate change country profiles–Ethiopia

  • Mearns LO, Rosenzweig C, Goldberg R (1996) The effect of changes in daily and interannual climatic variability on CERES-Wheat: a sensitivity study. Clim Change 32(3):257–292. https://doi.org/10.1007/BF00142465

    Article  Google Scholar 

  • Mengistu D, Bewket W, Lal R (2014) Recent spatiotemporal temperature and rainfall variability and trends over the Upper Blue Nile River Basin, Ethiopia. Int J Climatol 34(7):2278–2292. https://doi.org/10.1002/joc.3837

    Article  Google Scholar 

  • Meze-Hausken E (2004) Contrasting climate variability and meteorological drought with perceived drought and climate change in northern Ethiopia. Clim Res 27(1):19–31. https://doi.org/10.3354/cr027019

    Article  Google Scholar 

  • Michiels P, Gabriels D, Hartmann R (1992) Using the seasonal and temporal precipitation concentration index for characterizing the monthly rainfall distribution in Spain. CATENA 19(1):43–58. https://doi.org/10.1016/0341-8162(92)90016-5

    Article  Google Scholar 

  • Mitchell JM, Dzerdzeevskii B, Flohn H, Hofmeyr WL, Lamb HH, Rao KN, Wallén CC (1966) Climatic change. WMO Technical Note, 79 (WMO-No. 195/TP. 100). World Meteorological Organization, Geneva

  • Molua EL (2002) Climate variability, vulnerability and effectiveness of farm-level adaptation options: the challenges and implications for food security in Southwestern Cameroon. Environ Dev Econ 7(3):529–545. https://doi.org/10.1017/S1355770X02000311

    Article  Google Scholar 

  • Moreda F, Bauwens W (1998) Influences of variability of rainfall on flow regimes in central Ethiopia. IAHS publication, Wallingford, pp 297–306

    Google Scholar 

  • National Meteorological Services Agency of Ethiopia/NMSA (1996) Climatic and agro-ecology resources of Ethiopia. Addis Ababa, Ethiopia, 1(1):0–137

  • National Meteorological Services Agency/NMSA (2001) Initial national communication of Ethiopia to the United Nations Framework convention on climate change (UNFCCC). Addis Ababa, Ethiopia

    Google Scholar 

  • National Meteorological Services Agency/NMSA (2005) Seasonal agrometeorological bulletin Belg, 15 (15). Addis Ababa, Ethiopia

    Google Scholar 

  • National Meteorological Services Agency/NMSA (2009) Seasonal agrometeorological bulletin belg, 19(15). Addis Ababa, Ethiopia

    Google Scholar 

  • Ndaruzaniye V (2011) Water security in Ethiopia: risks and vulnerabilities’ assessment. Global Water Institute for Africa Climate Change, Environment and Security

  • Negatu W (2004) Reasons for food insecurity of farm households in South Wollo, Ethiopia: explanations at grassroots

  • Oliver JE (1980) Monthly precipitation distribution: a comparative index. Prof Geogr 32(3):300–309. https://doi.org/10.1111/j.0033-0124.1980.00300.x

    Article  Google Scholar 

  • Pachauri RK, Allen MR, Barros VR, Broome J, Cramer W, Christ R, Dubash NK (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 (p. 151). Ipcc

  • Parry M, Parry ML, Canziani O, Palutikof J, Van der Linden P, Hanson C (Eds.) (2007) Climate change 2007-impacts, adaptation and vulnerability: Working group II contribution to the fourth assessment report of the IPCC (Vol. 4). Cambridge University Press, Cambridge

  • Paulin C, Xiaogang S (2005) Identification of the effect of climate change on future design standards of drainage infrastructure in Ontario. Report prepared by McMaster University with funding from the Ministry of Transportation of Ontario, 82

  • Poudel S, Shaw R (2016) The relationships between climate variability and crop yield in a mountainous environment: a case study in Lamjung District, Nepal. Climate 4(1):13. https://doi.org/10.3390/cli4010013

    Article  Google Scholar 

  • Regassa S, Givey C, Castillo G (2010) The rain doesn’t come on time anymore: poverty, vulnerability, and climate variability in Ethiopia. Oxfam Policy Pract Clim Change Resil 6(1):90–134

    Google Scholar 

  • Riddle EE, Cook KH (2008) Abrupt rainfall transitions over the Greater Horn of Africa: observations and regional model simulations. J Geophys Res Atmos. https://doi.org/10.1029/2007JD009202

    Article  Google Scholar 

  • Rosell S, Holmer B (2007) Rainfall change and its implications for Belg harvest in South Wollo. Ethiopia. GeografiskaAnnaler Ser A Phys Geogr 89(4):287–299. https://doi.org/10.1111/j.1468-0459.2007.00327.x

    Article  Google Scholar 

  • Segele ZT, Lamb PJ (2005) Characterization and variability of Kiremt rainy season over Ethiopia. Meteorol Atmos Phys 89(1–4):153–180. https://doi.org/10.1007/s00703-005-0127-x

    Article  Google Scholar 

  • Seleshi Y, Camberlin P (2006) Recent changes in dry spell and extreme rainfall events in Ethiopia. Theor Appl Climatol 83(1):181–191

    Article  Google Scholar 

  • Seleshi Y, Zanke U (2004) Recent changes in rainfall and rainy days in Ethiopia. Int J Climatol A J R Meteorol Soc 24(8):973–983. https://doi.org/10.1002/joc.1052

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Shahid S (2009) Spatio–temporal variability of rainfall over Bangladesh during the time period 1969–2003 (April 2, 2009). Asia–Pacific J Atmos Sci 45(3):375–389

    Google Scholar 

  • Suhaila J, Sayang MD, Jemain AA (2008) Revised spatial weighting methods for estimation of missing rainfall data. Asia–Pacific J Atmos Sci 44(2):93–104

    Google Scholar 

  • Sumelius J, Bäckman S, Kahiluoto H, Rötter R (2009) Sustainable rural development with emphasis on agriculture and food security within the climate change setting: SARD-climate final report. Helsinki

  • Suryabhagavan KV (2016) GIS-based climate variability and drought characterization in Ethiopia over three decades. Weather Clim Extrem. https://doi.org/10.1016/j.wace.2016.11.005

    Article  Google Scholar 

  • Tesemma ZK, Mohamed YA, Steenhuis TS (2010) Trends in rainfall and runoff in the Blue Nile Basin: 1964–2003. Hydrol Process 24(25):3747–3758. https://doi.org/10.1002/hyp.7893

    Article  Google Scholar 

  • Teyso TA, Anjulo A (2016) Spatiotemporal variability and trends of rainfall and temperature over GamoGofa Zone. Ethiopia. J Sci Res Rep. https://doi.org/10.9734/JSRR/2016/28667

    Article  Google Scholar 

  • UNDP, Unicef, WFP (2010) Supporting climate resilient sustainable development in Ethiopia. African Adaptation Programme Final Version; Addis Ababa, Ethiopia

    Google Scholar 

  • Urgessa GK (2013) Spatial and temporal uncertainty of rainfall in arid and semi-arid areas of Ethiopia. Sci Technol Arts Res J 2(4):106–113. https://doi.org/10.4314/star.v2i4.19

    Article  Google Scholar 

  • USAID (2009) Ethiopia Livelihood Zones. Accessed from http://www.fews.net/east-africa/ethiopia/ livelihood-zone November, 2017

  • Valli M, Sree KS, Krishna IVM (2013) Analysis of precipitation concentration index and rainfall prediction in various agro-climatic zones of Andhra Pradesh, India. Int Res J Environ Sci 2(5):53–61

    Google Scholar 

  • Viste E, Korecha D, Sorteberg A (2013) Recent drought and precipitation tendencies in Ethiopia. Theoret Appl Climatol 112(3–4):535–551. https://doi.org/10.1007/s00704-012-0746-3

    Article  Google Scholar 

  • Von Braun J (1991) A policy agenda for famine prevention in Africa (No. 1). International Food Policy Research Institute (IFPRI)

  • Wagesho N, Goel NK, Jain MK (2013) Temporal and spatial variability of annual and seasonal rainfall over Ethiopia. Hydrol Sci J 58(2):354–373. https://doi.org/10.1080/02626667.2012.754543

    Article  Google Scholar 

  • Wang W, Chen X, Shi P, Van Gelder PHAJM (2008) Detecting changes in extreme precipitation and extreme stream flow in the Dongjiang River Basin in southern China. Hydrol Earth Syst Sci Discuss 12(1):207–221

    Article  Google Scholar 

  • Webb P, Von Braun J (1990) Drought and food shortages in Ethiopia: a preliminary review of effects and policy implications. International Food Policy Research Institute

  • World Bank (2004) Ethiopia: Country Economic Memorandum. A regional Characterization Assessing Ethiopia’s Growth Potential and Development Obstacles

  • World Bank (2006) Ethiopia: managing water resources to maximize sustainable growth. World Bank, Washington

    Google Scholar 

  • World Bank (2007) World development report 2008: agriculture for development, Washington, DC

  • Zhang Q, Xu CY, Gemmer M, Chen YD, Liu C (2009) Changing properties of precipitation concentration in the Pearl River basin, China. Stoch Env Res Risk Assess 23(3):377–385. https://doi.org/10.1007/s00477-008-0225-7

    Article  Google Scholar 

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Acknowledgements

We are grateful to Bahir Dar University for the financial support to the first author as his PhD study. We are grateful to the Ethiopian National Meteorological Agency-East Amhara Meteorological service center (Kombolcha) for providing us the monthly rainfall and temperature data. We would also like indebted to the anonymous reviewer (s) for their invaluable comments for further improvement of the manuscript.

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Mekonen, A.A., Berlie, A.B. Spatiotemporal variability and trends of rainfall and temperature in the Northeastern Highlands of Ethiopia. Model. Earth Syst. Environ. 6, 285–300 (2020). https://doi.org/10.1007/s40808-019-00678-9

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