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Observed and projected climate extremes in northwest highlands of Ethiopia and their implications in potato-based farming systems


Abstract

Potato, a vital staple crop widely grown in the Ethiopian highlands, is sensitive to climate extremes. In this study, extreme rainfall and temperature trends were analyzed in northwest Ethiopia lower highland (Lower Dega) and upper highland (Upper Dega) agroecosystems (AESs) using Enhancing National Climate Services (ENACTS) dataset for 1989–2018 and MIROC6 projections for near-term (2019–2048) and mid-century (2049–2078) period under moderate (SSP2-4.5) and high (SSP5-8.5) emission scenarios to inform adaptation strategies. The extreme indices were computed using RClimDex2.0, while the significance of observed trends was evaluated using the Modified Mann–Kendall test and Sen’s slope estimator in R. Relatively higher extreme rainfall events were observed in Upper Dega. Observed annual total wet day rainfall (PRCPTOT) increased by 168 and 67 mm per decade, while the highest maximum monthly consecutive five-day precipitation (RX5day) increased by 13.8 and 2.5 mm per decade in Lower Dega and Upper Dega AESs, respectively. The projected PRCPTOT, extremely wet days (R99P), and number of very heavy precipitation days (R20) showed an increase in the range of 13.11–16.29%, 20.25–35.17%, and 44.83–57.95% across AESs, with the highest values anticipated in Upper Dega under SSP5-8.5 in mid-century. The highest rise in temperature extremes was projected for the warmest days (TXx) and warmest nights (TNx) with values of 1.74 and 1.77 °C and 1.65 and 1.95 °C in Lower Dega and Upper Dega AESs, respectively, under SSP5-8.5 in mid-century. Future agronomic practices and variety improvement activities should consider these results for climate-resilient potato production in the northwest Ethiopia potato-growing areas.

Data availability

Data will be made available on request.

References

  1. IPCC. Summary for policymakers. in Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (eds. Pörtner, H.-O. et al.) 1–33 (Intergovernmental Panel on Climate Change (IPCC), Cambridge, UK and New York, USA et al. (2022). https://doi.org/10.1017/9781009325844.001

  2. Ahmed, S. et al. Climate change and coffee quality: Systematic review on the effects of environmental and management variation on secondary metabolites and densory attributes of Coffea arabica and Coffea canephora. Front. Plant. Sci. 12, 708013 (2021).

    Google Scholar 

  3. Agovino, M., Casaccia, M., Ciommi, M., Ferrara, M. & Marchesano, K. Agriculture, climate change and sustainability: The case of EU-28. Ecol. Indic. 105, 525–543 (2019).

    Google Scholar 

  4. Moriondo, M. et al. Assessing climate change impacts on crops by adopting a set of crop performance indicators. Euro-Mediterranean J. Environ. Integr. 6, 45 (2021).

    Google Scholar 

  5. Kirina, T., Supit, I., Groot, A., Ludwig, F. & Demissie, T. Projected climate change impacts on potato yield in East Africa. Eur. J. Agron. 166, 127560 (2025).

    Google Scholar 

  6. WMO. State of Climate Services: Agriculture and Food Security. (2019).

  7. WMO. Status of Mortality and Economic Losses Due to Weather, Climate and Water Extremes (1970–2021). (2023).

  8. Zhao, T. et al. Compound dry and hot events over major river basins of the world from 1921 to 2020. Weather Clim. Extrem. 44, 100679 (2024).

    Google Scholar 

  9. Collazo, S., Barrucand, M. & Rusticucci, M. Hot and dry compound events in South America: Present climate and future projections, and their association with the Pacific Ocean. Nat. Hazards. 119, 299–323 (2023).

    Google Scholar 

  10. Bobde, V. et al. Anthropogenic warming is accelerating recent heatwaves in Africa. Commun. Earth Environ. 6, 578 (2025).

    Google Scholar 

  11. IPCC. Summary for Policymakers. in Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (eds. Masson-Delmotte, V. et al.) 3–32 et al. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, (2021). https://doi.org/10.1017/9781009157896

  12. WMO. State of the Global Climate. (2025). https://library.wmo.int/idurl/4/69455

  13. Geethalakshmi, V. et al. Potential impacts of future climate changes on crop productivity of cereals and legumes in Tamil Nadu, India: A mid-century time slice approach. Adv. Meteorol. 4540454 https://doi.org/10.1155/2023/4540454 (2023).

  14. Akhilraj, T. M., Riyaz, A., Soman, D. & Kambli, S. S. Global climate change impact on crop production. In Insights into Agricultural Sciences 1.0 (eds Devi, A. N. et al.) 77–86 (Kripa-Drishti, 2024).

    Google Scholar 

  15. Köster, M. et al. Projected shifts in climate and spring barley yields under future (CMIP6) scenarios across eight environmental zones in Europe. Agric. Meteorol. 378, 111024 (2026).

    Google Scholar 

  16. Hultgren, A. et al. Impacts of climate change on global agriculture accounting for adaptation. Nature 642, 644–652 (2025).

    Google Scholar 

  17. Habib-ur-rahman, M. et al. Impact of climate change on agricultural production; Issues, challenges, and opportunities in Asia. Front. Plant. Sci. 13, 925548 (2022).

    Google Scholar 

  18. Tran, B., Tseng, W. & Chen, C. Climate change impacts on crop yields across temperature rise thresholds and climate zones. Sci. Rep. 15, 23424 (2025).

    Google Scholar 

  19. Heikonen, S. et al. Climate change threatens crop diversity at low latitudes. Nat. Food. 6, 331–342 (2025).

    Google Scholar 

  20. Ayugi, B. O. et al. Projected changes in extreme climate events over Africa under 1.5°C, 2.0°C and 3.0°C global warming levels based on CMIP6 projections. Atmos. Res. 292, 106872 (2023).

    Google Scholar 

  21. Odunmorayo, M. T., Arowolo, A. V., Okeyode, I. A. & Ebiendele, P. Multi-forcing impacts on temperature extremes over Africa: Anthropogenic, aerosols, natural, and solar influences under higher emission pathways. Discov Atmos. 3, 15 (2025).

    Google Scholar 

  22. Almazroui, M., Saeed, F., Saeed, S., Islam, M. N. & Ismail, M. Projected change in temperature and precipitation over Africa from CMIP6. Earth Syst. Environ. 4, 455–475 (2020).

    Google Scholar 

  23. Touré Halimatou, A. & Kalifa, T. Kyei-Baffour, N. Assessment of changing trends of daily precipitation and temperature extremes in Bamako and Ségou in Mali from 1961–2014. Weather Clim. Extrem. 18, 8–16 (2017).

    Google Scholar 

  24. Tabari, H. Climate change impact on flood and extreme precipitation increases with water availability. Sci. Rep. 10, 13768 (2020).

    Google Scholar 

  25. Hou, G., Kobe, F. T., Zhang, Z. & Crabbe, M. J. C. Patterns and teleconnection mechanisms of extreme precipitation in Ethiopia during 1990–2020. Water 15, 3874 (2023).

    Google Scholar 

  26. AfDB. Climate Change and Green Growth at the African Development Bank: Annual Report 2024. (2025). www.afdb.org/en/topics-and-sectors/sectors/climate-change

  27. Dlamini, L., Groot, A. M. E., Dankers, R. & Duku, C. Short-term impact of climate change on crop production and adaptation options in East Africa. 29 at (2025). https://edepot.wur.nl/708008

  28. NBE. National Bank of Ethiopia Annual Report 2021/22. (2022).

  29. Araya, A., Prasad, P. V. V., Gowda, P. H., Djanaguiramana, M. & Gebretsadkan, Y. Modeling the effects of crop management on food barley production under a midcentury changing climate in northern Ethiopia. Clim. Risk Manag. 32, 100308 (2021).

    Google Scholar 

  30. Ademe, D. et al. Analysis of agriculturally relevant rainfall characteristics in a tropical highland region: An agroecosystem perspective. Agric. Meteorol. 311, 108697 (2021).

    Google Scholar 

  31. Yalew, A. W., Hirte, G., Lotze-Campen, H. & Tscharaktschiew, S. Economic Effects of Climate Change in Developing Countries. (2017). https://www.econstor.eu/handle/10419/163523

  32. Ademe, D. et al. Climate trends and variability at adaptation scale: Patterns and perceptions in an agricultural region of the Ethiopian Highlands. Weather Clim. Extrem. 29, 100263 (2020).

    Google Scholar 

  33. Ayanlade, A., Radeny, M., Morton, J. F. & Muchaba, T. Rainfall variability and drought characteristics in two agro-climatic zones: An assessment of climate change challenges in Africa. Sci. Total Environ. 630, 728–737 (2018).

    Google Scholar 

  34. Samy, A. et al. Statistical assessment of rainfall characteristics in upper Blue Nile basin over the period from 1953 to 2014. Water (Switzerland) 11, 468 (2019).

  35. Mbow, C. et al. Food security. in Climate Change and Land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems (eds. Shukla, P. R. et al.)IPCC, 437–550 (2022). https://doi.org/10.1017/9781009157988.007

  36. FAO. Climate Change and Food Security: Risks and Responses. http://www.fao.org/3/a-i5188e.pdf (2015). https://doi.org/10.1080/14767058.2017.1347921

  37. WFP. Climate Risk and Food Security in Ethiopia: Analysis of Climate Impacts on Food Security and Livelihoods. (2014).

  38. Simane, B., Zaitchik, B. F. & Foltz, J. D. Agroecosystem specific climate vulnerability analysis: application of the livelihood vulnerability index to a tropical highland region. Mitig Adapt. Strateg Glob Chang. 21, 39–65 (2016).

    Google Scholar 

  39. Mohammed, E. A., Zhi, X. & Abdela, K. A. Extreme weather patterns in Ethiopia: Analyzing extreme temperature and precipitation variability. Atmos. (Basel). 16, 133 (2025).

    Google Scholar 

  40. Alemu, M. G. & Wubneh, M. A. Climate extreme indices analysis and spatiotemporal trend variation over Lake Tana sub-basin, upper Blue Nile basin, Ethiopia: under future climate change. Arab. J. Geosci. 16, 660 (2023).

    Google Scholar 

  41. Damtew, A., Teferi, E., Ongoma, V., Mumo, R. & Esayas, B. Spatiotemporal changes in mean and extreme climate: Farmers’ perception and its agricultural implications in Awash River Basin, Ethiopia. Climate 10, 1–24 (2022).

    Google Scholar 

  42. Likinaw, A., Alemayehu, A. & Bewket, W. Trends in extreme precipitation indices in Northwest Ethiopia: Comparative analysis using the Mann–Kendall and innovative trend analysis methods. Climate 11, 164 (2023).

    Google Scholar 

  43. Wubaye, G. B. et al. Trends in Rainfall and Temperature Extremes in Ethiopia: Station and Agro-Ecological Zone Levels of Analysis. Atmosphere (Basel) 14, 483 (2023).

  44. Meressa, A. M. & Bantie, L. The impacts of climate change on peasant’s crop production in major crop producing zones in Ethiopia. Discov Sustain. 5, 443 (2024).

    Google Scholar 

  45. Gardi, M. W., Zewdu, E. & Sida, T. S. Modeling sorghum yield response to climate change in the semi-arid environment of Ethiopia. J. Agric. Food Res. 22, 102143 (2025).

    Google Scholar 

  46. Ginbo, T. Heterogeneous impacts of climate change on crop yields across altitudes in Ethiopia. Clim. Change. 170, 12 (2022).

    Google Scholar 

  47. FAO. Crops and livestock products. FAOSTAT (2026). https://www.fao.org/faostat/en/#data/QCL

  48. CSA. Agricultural Sample Survey 2020/2021: Area and Production of Major Crops. vol. I. (2021).

  49. Ademe, D. et al. Assessing climate change impacts on potato with SUBSTOR-Potato model in the Ethiopian highlands. Potato Res. 69, 41 (2026).

    Google Scholar 

  50. Zhao, C. et al. Potential benefits of climate change for potatoes in the United States. Environ. Res. Lett. 17, 104034 (2022).

    Google Scholar 

  51. Blom-Zandstra, G. & Verhagen, J. Potato Production Systems in Different Agroecological Regions and Their Relation with Climate Change. Plant Research International. vol. 614 (2015). https://edepot.wur.nl/352978

  52. Wang, C., Shen, S., Zhang, S., Li, Q. & Yao, Y. Adaptation of potato production to climate change by optimizing sowing date in the Loess Plateau of central Gansu, China. J. Integr. Agric. 14, 398–409 (2015).

    Google Scholar 

  53. Tooley, B. E., Mallory, E. B., Porter, G. A. & Hoogenboom, G. Predicting the response of a potato-grain production system to climate change for a humid continental climate using DSSAT. Agric. Meteorol. 307, 108452 (2021).

    Google Scholar 

  54. Vanongeval, F. & Gobin, A. Adverse weather impacts on winter wheat, maize and potato yield gaps in northern Belgium. Agronomy 13, 1104 (2023).

    Google Scholar 

  55. Singh, B. P., Dua, V. K., Govindakrishnan, P. M. & Sharma, S. Impact of climate change on potato. In Climate-Resilient Horticulture: Adaptation and Mitigation Strategies (eds Singh, H. P. et al.) 125–136 (Springer India, 2013). https://doi.org/10.1007/978-81-322-0974-4_1.

    Google Scholar 

  56. Rykaczewska, K. The effect of high temperature occurring in subsequent stages of plant development on potato yield and tuber physiological defects. Am. J. Potato Res. 92, 339–349 (2015).

    Google Scholar 

  57. Kim, Y. U., Seo, B. S., Choi, D. H., Ban, H. Y. & Lee, B. W. Impact of high temperatures on the marketable tuber yield and related traits of potato. Eur. J. Agron. 89, 46–52 (2017).

    Google Scholar 

  58. Lizana, X. C., Avila, A., Tolaba, A. & Martinez, J. P. Field responses of potato to increased temperature during tuber bulking: Projection for climate change scenarios, at high-yield environments of Southern Chile. Agric. Meteorol. 239, 192–201 (2017).

    Google Scholar 

  59. Hancock, R. D. et al. Physiological, biochemical and molecular responses of the potato (Solanum tuberosum L.) plant to moderately elevated temperature. Plant. Cell. Environ. 37, 439–450 (2014).

    Google Scholar 

  60. Kim, Y. U. & Webber, H. Contrasting responses of spring and summer potato to climate change in South Korea. Potato Res. 67, 1265–1286 (2024).

    Google Scholar 

  61. Sonnewald, S., van Harsselaar, J., Ott, K., Lorenz, J. & Sonnewald, U. How Potato Plants Take the Heat? Procedia Environ. Sci. 29, 1 (2015).

    Google Scholar 

  62. Hijmans, R. J., Condori, B., Carrillo, R. & Kropff, M. J. A quantitative and constraint-specific method to assess the potential impact of new agricultural technology: The case of frost resistant potato for the Altiplano (Peru and Bolivia). Agric. Syst. 76, 895–911 (2003).

    Google Scholar 

  63. Ademe, D. et al. Assessment of climate change impacts on potato production in tropical highland regions: A simulation study. SSRN Electron. J. https://doi.org/10.2139/ssrn.4095156 (2022).

    Google Scholar 

  64. Ahrari, A. et al. Assess the impact of climate variability on potato yield using remote sensing data in Northern Finland. Smart Agric. Technol. 8, 100485 (2024).

    Google Scholar 

  65. Mulders, P. J. A. M., van den Heuvel, E. R., van de Molengraft, M. J. G., Heemels, W. P. M. H. & Reidsma, P. Extreme drought and rainfall had a large impact on potato production in the Netherlands between 2015 and 2020. Commun. Earth Environ. 5, 496 (2024).

    Google Scholar 

  66. Egerer, S. et al. Limited potential of irrigation to prevent potato yield losses in Germany under climate change. Agric. Syst. 207, 103633 (2023).

    Google Scholar 

  67. Naz, S. et al. Assessment of climate change impact on potato-potato cropping system under semi-arid environment and designing of adaptation strategies. Potato Res. 68, 1209–1239 (2025).

    Google Scholar 

  68. NMI. Regional Meteorological Station Information. Data Service, Ethiopian National Meteorologiy Agency (2023). http://www.ethiomet.gov.et/stations/regional_information/2

  69. Teshome, M. Rural communities’ vulnerability to farmland poverty in varied ecological settings of northwest Ethiopia. J. Degrad. Min. Lands Manag. 5, 1085–1102 (2018).

    Google Scholar 

  70. IRI. Enhancing National Climate Services (ENACTS). 1–2 (2014). https://iri.columbia.edu/enacts/

  71. Eyring, V. et al. Overview of the coupled model intercomparison project phase 6 (CMIP6) experimental design and organization. Geosci. Model. Dev. 9, 1937–1958 (2016).

    Google Scholar 

  72. O’Neill, B. C. et al. Achievements and needs for the climate change scenario framework. Nat. Clim. Chang. 10, 1074–1081 (2020).

    Google Scholar 

  73. Thrasher, B., Maurer, E. P., McKellar, C. & Duffy, P. B. Technical Note: Bias correcting climate model simulated daily temperature extremes with quantile mapping. Hydrol. Earth Syst. Sci. 16, 3309–3314 (2012).

    Google Scholar 

  74. Duckstein, L., Treichel, W. & El Magnoun, S. Ranking grouund water management alternatives by multicriterion analysis. J. Water Resour. Plan. Manag. 120, 546–565 (1994).

    Google Scholar 

  75. Bhattacharjee, P. S. & Zaitchik, B. F. Perspectives on CMIP5 model performance in the Nile River headwaters regions. Int. J. Climatol. 35, 4262–4275 (2015).

    Google Scholar 

  76. Wang, X. L. Penalized maximal F test for detecting undocumented mean shift without trend change. J. Atmos. Ocean. Technol. 25, 368–384 (2008).

    Google Scholar 

  77. Wang, X. L. Accounting for autocorrelation in detecting mean shifts in climate data series using the penalized maximal t or F test. J. Appl. Meteorol. Climatol. 47, 2423–2444 (2008).

    Google Scholar 

  78. Zhang, X., Feng, Y. & Chan, R. Introduction to RClimDex Version 2. (2023).

  79. Hamed, K. H. Enhancing the effectiveness of prewhitening in trend analysis of hydrologic data. J. Hydrol. 368, 143–155 (2009).

    Google Scholar 

  80. van Giersbergen, N. P. A. On the effect of deterministic terms on the bias in stable AR models. Econ. Lett. 89, 75–82 (2005).

    Google Scholar 

  81. Mann, H. B. Nonparametric tests against trend. Econometrica 13, 245–259 (1945).

    Google Scholar 

  82. Sen, P. K. Estimates of the regression coefficient based on Kendall’s Tau. J Am. Stat. Assoc 63, 1379–1389 (1968).

  83. Berg, P., Feldmann, H. & Panitz, H. J. Bias correction of high resolution regional climate model data. J. Hydrol. 448–449, 80–92 (2012).

    Google Scholar 

  84. Rathjens, H., Bieger, K., Srinivasan, R. & Arnold, J. G. CMhyd User Manual: Documentation for Preparing Simulated Climate Change Data for Hydrologic Impact Studies. (2016).

  85. Birhan, D. A. et al. Observed and projected trends in climate extremes in a tropical highland region: An agroecosystem perspective. Int. J. Climatol. 42, 2493–2513 (2022).

    Google Scholar 

  86. Kim, Y. U. & Lee, B. W. Differential mechanisms of potato yield loss induced by high day and night temperatures during tuber initiation and bulking: Photosynthesis and tuber growth. Front. Plant. Sci. 10, 300 (2019).

    Google Scholar 

  87. Obiero, C. O., Milroy, S. P. & Bell, R. W. Importance of whole plant dry matter dynamics for potato (Solanum tuberosum L.) tuber yield response to an episode of high temperature. Environ. Exp. Bot. 162, 560–571 (2019).

    Google Scholar 

  88. Zhang, S., Wang, X., Kinay, P. & Dau, Q. Climate change impacts on potato storage. Foods 13, 1119 (2024).

    Google Scholar 

  89. Perez, C. et al. Climate Change in the High Andes: Implications and adaptation strategies for small-scale farmers. The International Journal of Environmental, Cultural, Economic and Social Sustainability vol. 6 71–88 at (2010). http://www.ijs.cgpublisher.com/product/pub.41/prod.727

  90. Robinson, A., Secor, G. & Pasche, J. Late Blight in Potato. vol. 1849 (2017). www.ag.ndsu.edu

  91. Kassahun, M., Ture, K. & Nedaw, D. Assessing the current and future trends of climate extremes at Zarima subbasin North Western Ethiopia. Discov Appl. Sci. 6, 391 (2024).

    Google Scholar 

  92. Getachew, B. & Manjunatha, B. R. Climate change projections and trends simulated from the CMIP5 models for the Lake Tana sub-basin, the Upper Blue Nile (Abay) River Basin, Ethiopia. Environ. Challenges. 5, 100385 (2021).

    Google Scholar 

  93. Rettie, F. M., Gayler, S., Weber, T. K. D., Tesfaye, K. & Streck, T. Comprehensive assessment of climate extremes in high-resolution CMIP6 projections for Ethiopia. Front. Environ. Sci. 11, 1127265 (2023).

    Google Scholar 

  94. Gemeda, D. O., Korecha, D. & Garedew, W. Monitoring climate extremes using standardized evapotranspiration index and future projection of rainfall and temperature in the wettest parts of southwest Ethiopia. Environ. Challenges. 7, 100517 (2022).

    Google Scholar 

  95. Jovovic, Z. & Velimirovic, A. Impact of climate change on potato production in Montenegro and options to mitigate the adverse effects. Acad. J. Environ. Sci. 4, 47–54 (2016).

    Google Scholar 

  96. Debisa, D. D., Bayu, T. Y. & Tora, T. T. Spatio-temporal trends in extreme climatic variables: a focus in southern Ethiopia. Discov Appl. Sci. 7, 638 (2025).

    Google Scholar 

  97. Chen, C. & Setter, T. L. Role of tuber developmental processes in response of potato to high temperature and elevated CO2. Plants 10, 871 (2021).

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Acknowledgements

The authors would like to acknowledge the University of Gondar for funding the research project and the Ethiopian National Meteorological Institute (NMI) for providing climate data.

Funding

The University of Gondar, Ethiopia, funded the research work.

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A.A.: Conceptualized, designed the methodology, collected and analyzed data, acquired funding, wrote the draft report, reviewed and edited the report. M.G: Conceptualized and designed the methodology, reviewed and edited the report, supervised and validated the research work. D.A.: Conceptualized and designed the methodology, reviewed and edited the report, supervised and validated the research work. T.A.: Conceptualized and designed the methodology, reviewed and edited the report, supervised and validated the research work. A.T.: Conceptualized and designed the methodology, acquired funding, administered and supervised the project, and reviewed and edited the report. S.G.: Conceptualized and designed the methodology, acquired funding, administered and supervised the project, and reviewed and edited the report.

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Asrat Ayalew.

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Ayalew, A., Getnet, M., Ademe, D. et al. Observed and projected climate extremes in northwest highlands of Ethiopia and their implications in potato-based farming systems.
Sci Rep (2026). https://doi.org/10.1038/s41598-026-47373-1

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Keywords

  • Agroecosystems
  • Extreme Climate
  • Highland
  • Rainfall
  • Temperature
  • Trend


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