Abstract
Factors related to rainfall variabilities in southern and southeastern Ethiopia have not yet been addressed. The extreme wet and dry events caused by atmospheric circulation patterns during the March-April-May periods were studied using 1991–2022 data from Climate Hazard Group InfraRed Precipitation with Stations (CHIRPS) and atmospheric circulation anomalies datasets. Empirical orthogonal function (EOF), precipitation concentration index (PCI), and coefficient of variation (CV) are used to determine the interannual variation. The study revealed that both PCI and CV exhibit rainfall variability with increasing magnitude from west to east of the region, while the first mode of EOF showed a dominantly uniform pattern and accounted for 48.8% of the observed variance. Eight extreme dry and four extreme wet years were also observed. Composite analyses suggested that the study area during wet years were characterized by convergence or divergence of velocity potential, and decrease or increase of vertical velocity at lower or upper troposphere which favorable conditions to vertical motion, while opposite phenomena observed during dry periods. Westerly winds from the southern Atlantic Ocean were associating with wet, while easterly winds from the Indian Ocean with dry. The study found a negative correlation between rainfall and Azores SLP, a positive correlation with Indian Ocean SST, and 62.5% of the driest periods coexisted with La Niña events. In summary, Indian Ocean SST, Nino Index 3.4, Azores SLP, South Atlantic 850-hPa westerly winds, and vertical velocity are predictive factors that should be considered in the rainfall forecasting process in the study area.
Similar content being viewed by others
Data availability
No datasets were generated or analysed during the current study.
References
Abegaz WB (2020) Rainfall Variability and trends over Central Ethiopia. Int J Environ Sci Nat Resour 24(4). https://doi.org/10.19080/ijesnr.2020.24.556144
Adnew M, Bewket W, Amha Y (2022) Evaluating performance of 20 global and quasi-global precipitation products in representing drought events in Ethiopia I: visual and correlation analysis. Weather Clim Extremes 35:100416. https://doi.org/10.1016/j.wace.2022.100416
AL-Shamarti HKA (2016) The variation of Annual Precipitation and Precipitation Concentration Index of Iraq. IOSR J Appl Phys 08(04):36–44. https://doi.org/10.9790/4861-0804033644
Alhamshry A, Fenta AA, Yasuda H, Shimizu K (2020) Seasonal Rainfall variability in Ethiopia and its long-term link to Global Sea Surface temperatures. https://doi.org/10.3390/w12010055. January
Ayalew M (2020) The role of Rainfall amount and distribution on Agriculture Systems and Crop Cropping systems of different agro-ecological regions of Ethiopia: a review. Int J Res Agric Forestry 7(5):26. http://www.yieldgap.org/
Barua S, Muttil N, Ng AWM, Perera BJC (2013) Rainfall trend and its implications for water resource management within the Yarra River catchment, Australia. Hydrol Process 27(12):1727–1738. https://doi.org/10.1002/hyp.9311
Bayable G, Amare G, Alemu G, Gashaw T (2021) Spatiotemporal variability and trends of rainfall and its association with Pacific Ocean Sea surface temperature in West Harerge Zone, Eastern Ethiopia. Environ Syst Res. https://doi.org/10.1186/s40068-020-00216-y
Beheshti M, Heidari A, Saghafian B (2019) Susceptibility of hydropower generation to climate change: Karun III Dam case study. Water (Switzerland) 11(5). https://doi.org/10.3390/w11051025
Billi P, Alemu YT, Ciampalini R (2015) Increased frequency of flash floods in dire Dawa, Ethiopia: change in rainfall intensity or human impact? Nat Hazards 76(2):1373–1394. https://doi.org/10.1007/s11069-014-1554-0
Cheung WH, Senay B, Singh A (2008) Trends Spat Distribution Annual Seasonal Rainfall Ethiopia 1734(March):1723–1734. https://doi.org/10.1002/joc.1623
Degefu MA, Tadesse Y, Bewket W (2021) Spatiotemporal variability and trends of drought episode in southeastern Ethiopia Spatiotemporal variability and trends of drought episode in. Phys Geogr 00(00):1–28. https://doi.org/10.1080/02723646.2021.1930654
Dinku T, Funk C, Peterson P, Maidment R, Tadesse T, Gadain H, Ceccato P (2018) Validation of the CHIRPS satellite rainfall estimates over eastern Africa. Q J R Meteorol Soc 144(June 2017):292–312. https://doi.org/10.1002/qj.3244
Diro GT, Grimes DIF, Black E (2011) Teleconnections between Ethiopian summer rainfall and sea surface temperature: part I-observation and modelling. Clim Dyn 37(1):103–119. https://doi.org/10.1007/s00382-010-0837-8
Finney DL, Woodhams BJ, Marsham JH, Walker DP, Jackson LS, Hardy S, Birch CE (2020) The effect of westerlies on East African rainfall and the associated role of tropical cyclones and the Madden – Julian Oscillation. Quarterly Journal of the Royal Meteorological Society, December 2019, 647–664. https://doi.org/10.1002/qj.3698
Fu J, Liu M, Wang R, Wang Y, Zhao S (2022) Possible Impact of Boreal Winter siberian high on ENSO Development in the following year. Front Earth Sci 10(April):1–9. https://doi.org/10.3389/feart.2022.885846
Fukuda Y, Watanabe M, Jin FF (2021) Mode of Precipitation Variability generated by Coupling of ENSO with Seasonal Cycle in the Tropical Pacific. Geophys Res Lett 48(16). https://doi.org/10.1029/2021GL095204
Gebremicael TG, Mohamed YA, Van Der Zaag P, Berhe AG, Haile GG, Hagos EY, Hagos MK (2017) Comparison and validation of eight satellite rainfall products over the rugged topography of Tekeze-Atbara Basin at different spatial and 2 temporal scales. Hydrol Earth Syst Sci. https://doi.org/10.5194/hess-2017-504
Gebremichael A, Quraishi S, Mamo G (2014) Analysis of Seasonal Rainfall Variability for Agricultural Water Resource Management in Southern Region, Ethiopia Inter tropical convergence zone length of growing period. J Nat Sci Res 4(11):56–80
Gleixner S, Keenlyside N, Viste E, Korecha D (2017) The El Niño effect on Ethiopian summer rainfall. Clim Dyn 49(5–6):1865–1883. https://doi.org/10.1007/s00382-016-3421-z
Gummadi S, Rao KPC, Seid J, Legesse G, Kadiyala MDM, Takele R, Amede T, Whitbread A (2018) Spatio-temporal variability and trends of precipitation and extreme rainfall events in Ethiopia in 1980–2010. Theoret Appl Climatol 134(3–4):1315–1328. https://doi.org/10.1007/s00704-017-2340-1
Haile AT, Kusters K, Wagesho N (2013) Loss and damage from flooding in the Gambela region, Ethiopia. Int J Global Warming 5(4):483–497. https://doi.org/10.1504/IJGW.2013.057290
Hua W, Zhou L, Nicholson SE, Chen H, Qin M (2019) Assessing reanalysis data for understanding rainfall climatology and variability over Central Equatorial Africa. Clim Dyn 53(1–2):651–669. https://doi.org/10.1007/s00382-018-04604-0
IGAD (2017) Report on Historical Climate Baseline Statistics for East and West Hararghe, Ethiopia Vol 2. 2, 33
Jayakumar SDKV (2021) A study on copula – based bivariate and trivariate drought assessment in Godavari River basin and the teleconnection of drought with large – scale climate indices. Theoret Appl Climatol 1335–1353. https://doi.org/10.1007/s00704-021-03792-w
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M, Saha S, White G, Woollen J, Zhu Y, Chelliah M, Ebisuzaki W, Higgins W, Janowiak J, Mo KC, Ropelewski C, Wang J, Leetmaa A, Joseph D (1996) The NCEP/NCAR 40-year reanalysis project. In Bulletin of the American Meteorological Society (Vol. 77, Issue 3, pp. 437–471). https://doi.org/10.1175/1520-0477(1996)077%3C0437:TNYRP%3E2.0.CO;2
Kebacho LL (2022) Large – scale circulations associated with recent interannual variability of the short rains over East Africa. Meteorol Atmos Phys 134(1):1–19. https://doi.org/10.1007/s00703-021-00846-6
Legese Jima W, Korecha D, Tur K (2019) Impact of Climate Change on Seasonal Rainfall patterns over Bale Highlands, Southeastern Ethiopia. Int J Environ Chem 3(2):84. https://doi.org/10.11648/j.ijec.20190302.15
Link L, Sea G, Temperatures S (2020) Seasonal Rainfall variability in Ethiopia and its. Water, 1–19
Manatsa D, Chingombe W, Matarira CH (2008) The impact of the positive Indian Ocean dipole on Zimbabwe droughts Tropical climate is understood to be dominated by. International Journal of Climatology, 2029(March 2008), 2011–2029. https://doi.org/10.1002/joc
Manjowe M, Mushore TD, Gwenzi J, Mutasa C, Matandirotya E, Mashonjowa E (2018) Circulation mechanisms responsible for wet or dry summers over Zimbabwe. AIMS Environ Sci 5(3):154–172. https://doi.org/10.3934/ENVIRONSCI.2018.3.154
Matewos T, Tefera T (2020) Local level rainfall and temperature variability in drought-prone districts of rural Sidama, central rift valley region of Ethiopia. Phys Geogr 41(1):36–53. https://doi.org/10.1080/02723646.2019.1625850
Mekonen AA, Berlie AB, Ferede MB (2020) Spatial and temporal drought incidence analysis in the northeastern highlands of Ethiopia. Geoenvironmental Disasters 7(1). https://doi.org/10.1186/s40677-020-0146-4
Mekonnen Y (2020) Causes and effects of Drought in Northern Parts of Ethiopia. Civil Environ Res. https://doi.org/10.7176/cer/12-3-04
Mekonnen Z, Kassa H, Woldeamanuel T, Asfaw Z (2018) Analysis of observed and perceived climate change and variability in Arsi Negele District, Ethiopia. Environ Dev Sustain 20(3):1191–1212. https://doi.org/10.1007/s10668-017-9934-8
Ngoma H, Wen W, Ayugi B, Karim R, Makula EK (2021) Mechanisms associated with September to November (SON) rainfall over Uganda during the recent decades. Geogr Pannonica 25(1):10–23. https://doi.org/10.5937/gp25-29932
Nicholson SE (2018) The ITCZ and the seasonal cycle over equatorial Africa. Bull Am Meteorol Soc 99(2):337–348. https://doi.org/10.1175/BAMS-D-16-0287.1
Odhiambo B, Guirong A, Victor T, Mafuru KB (2018) Circulations Associated with Variations in Boreal Spring Rainfall over Kenya. Earth Systems and Environment, 0123456789. https://doi.org/10.1007/s41748-018-0074-6
Ogwang BA, Guirong T, Haishan C (eds) (2012) (Droughts) Experienced in the Years. Pakistan Journal of Meteorology, 9(17), 11–24
Oliver JE (1980) M ONTH LY PRECl PlTATlO N D I STR I BUT1 0 N: a COMPARATIVE INDEX. Prof Geogr 32(3):300–309
Patil KR, Doi T (n.d.). Predicting extreme fl oods and droughts in East Africa using a deep learning approach. Clim Atmospheric Sci, 1–8. https://doi.org/10.1038/s41612-023-00435-x
Raveh-Rubin S, Wernli H (2015) Large-scale wind and precipitation extremes in the Mediterranean: a climatological analysis for 1979–2012. Q J R Meteorol Soc 141(691):2404–2417. https://doi.org/10.1002/qj.2531
Roundy PE (2015) On the interpretation of EOF analysis of ENSO, atmospheric Kelvin waves, and the MJO. J Clim 28(3):1148–1165. https://doi.org/10.1175/JCLI-D-14-00398.1
Segele ZT, Lamb J, Leslie LM (2009) Large-scale atmospheric circulation and global sea surface temperature associations with Horn of Africa June – September rainfall. INTERNATIONAL JOURNAL OF CLIMATOLOGY, 1100(December 2008), 1075–1100. https://doi.org/10.1002/joc.1751
Senbeta aF (2009) Climate Change Impact on Livelihood, Vulnerability and Coping Mechanisms: A Case Study of West-Arsi Zone, Ethiopia. Lund University International Master’s Programme in Environmental Studies and Sustainability Science, MSc, 54
Seyoum A, Ali SN, Paper WW (2015) Ethiopia: An agrarian economy in transition WIDER Working Paper 2015 / 154 Ethiopia — an agrarian economy in transition Yared Seid, 1 Alemayehu Seyoum Taffesse, 2 and Seid Nuru Ali 3
Silva TRBF, Santos CAC, dos, Silva DJF, Santos CAG, da Silva RM, de Brito JIB (2022) Climate indices-based analysis of Rainfall Spatiotemporal variability in Pernambuco State, Brazil. Water (Switzerland) 14(14):1–26. https://doi.org/10.3390/w14142190
Sterl A, van Oldenborgh GJ, Hazeleger W, Burgers G (2007) On the robustness of ENSO teleconnections. Clim Dyn 29(5):469–485. https://doi.org/10.1007/s00382-007-0251-z
Teshome A, Lupi A (2018) Determinants of Agricultural Gross Domestic product in Ethiopia. Www Arcjournals Org Int J Res Stud Agricultural Sci 4(2):2454–6224. https://doi.org/10.20431/2454-6224.0402002
Trenberth KE (1997) The definition of El Niño. Bull Am Meteorol Soc 78(12):2771–2777. https://doi.org/10.1175/1520-0477(1997)078%3C2771:TDOENO%3E2.0.CO;2
Van Oldenborgh GJ, Hendon H, Stockdale T, L’Heureux M, De Perez C, Singh E, R., Van Aalst M (2021) Defining El Nio indices in a warming climate. Environ Res Lett 16(4). https://doi.org/10.1088/1748-9326/abe9ed
Viste E, Korecha D, Sorteberg A (2013) Recent drought and precipitation tendencies in Ethiopia. 535–551. https://doi.org/10.1007/s00704-012-0746-3
Weldegerima TM, Birhanu BS, Zeleke TT (2023) Zoning and agro-climatic characterization of hotspots in the Tana-Beles sub-basin – Ethiopia. Afr J Agric Res 19(4):455–465. https://doi.org/10.5897/AJAR2021.15613
Wenhaji Ndomeni C, Cattani E, Merino A, Levizzani V (2018) An observational study of the variability of east African rainfall with respect to sea surface temperature and soil moisture. Q J R Meteorol Soc 144(January):384–404. https://doi.org/10.1002/qj.3255
Worku MA, Feyisa GL, Beketie KT, Garbolino E (2022) Rainfall variability and trends in the Borana zone of southern Ethiopia. J Water Clim Change 13(8):3132–3151. https://doi.org/10.2166/wcc.2022.173
Yosef G, Alpert P, Price C, Rotenberg E, Yakir D (2017) Using EOF analysis over a large area for assessing the climate impact of small-scale afforestation in a semiarid region. J Appl Meteorol Climatology 56(9):2545–2559. https://doi.org/10.1175/JAMC-D-16-0253.1
Zhang K, Yao Y, Qian X, Wang J (2019) Various characteristics of precipitation concentration index and its cause analysis in China between 1960 and 2016. Int J Climatol 39(12):4648–4658. https://doi.org/10.1002/joc.6092
Acknowledgements
The first author would like to thank the Chinese Government Scholarship Committee (CSC) for giving me an educational opportunity at the Institute of Atmospheric Physics at the University of the Chinese Academy of Sciences (UCAS). He also thanks Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS), the European Center for Medium-Range Weather Prediction (ECWMF), and National Centers for Environmental Prediction (NCEP/NCAR) for providing me with rainfall and atmospheric data respectively.
Funding
This study is supported by the National Natural Science Foundation of China Grants 42230605 and 42175041, the International Partnership Program of the Chinese Academy of Sciences for Future Network (060GJHZ2022104FN), and the Basic Scientific Program of the Institute of Atmospheric Physics, Chinese Academy of Science during the 14th Five Year Plan period.
Author information
Authors and Affiliations
Contributions
All authors contributed to the conception and design of the study. Material preparation, data collection and analysis were performed by “Tewelde Berihu, Wen Chen, and Lin Wang”. The first draft of the manuscript was written by “Tewelde Berihu”, and all authors commented on previous versions of the manuscript, and then all authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Berihu, T., Chen, W. & Wang, L. Rainfall variability and its teleconnection with atmospheric circulation anomalies over southern and southeastern region, Ethiopia. Theor Appl Climatol (2024). https://doi.org/10.1007/s00704-024-04956-0
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00704-024-04956-0