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
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
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).
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).
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).
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).
WMO. State of Climate Services: Agriculture and Food Security. (2019).
WMO. Status of Mortality and Economic Losses Due to Weather, Climate and Water Extremes (1970–2021). (2023).
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).
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).
Bobde, V. et al. Anthropogenic warming is accelerating recent heatwaves in Africa. Commun. Earth Environ. 6, 578 (2025).
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
WMO. State of the Global Climate. (2025). https://library.wmo.int/idurl/4/69455
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).
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).
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).
Hultgren, A. et al. Impacts of climate change on global agriculture accounting for adaptation. Nature 642, 644–652 (2025).
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).
Tran, B., Tseng, W. & Chen, C. Climate change impacts on crop yields across temperature rise thresholds and climate zones. Sci. Rep. 15, 23424 (2025).
Heikonen, S. et al. Climate change threatens crop diversity at low latitudes. Nat. Food. 6, 331–342 (2025).
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).
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).
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).
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).
Tabari, H. Climate change impact on flood and extreme precipitation increases with water availability. Sci. Rep. 10, 13768 (2020).
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).
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
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
NBE. National Bank of Ethiopia Annual Report 2021/22. (2022).
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).
Ademe, D. et al. Analysis of agriculturally relevant rainfall characteristics in a tropical highland region: An agroecosystem perspective. Agric. Meteorol. 311, 108697 (2021).
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
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).
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).
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).
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
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
WFP. Climate Risk and Food Security in Ethiopia: Analysis of Climate Impacts on Food Security and Livelihoods. (2014).
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).
Mohammed, E. A., Zhi, X. & Abdela, K. A. Extreme weather patterns in Ethiopia: Analyzing extreme temperature and precipitation variability. Atmos. (Basel). 16, 133 (2025).
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).
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).
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).
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).
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).
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).
Ginbo, T. Heterogeneous impacts of climate change on crop yields across altitudes in Ethiopia. Clim. Change. 170, 12 (2022).
FAO. Crops and livestock products. FAOSTAT (2026). https://www.fao.org/faostat/en/#data/QCL
CSA. Agricultural Sample Survey 2020/2021: Area and Production of Major Crops. vol. I. (2021).
Ademe, D. et al. Assessing climate change impacts on potato with SUBSTOR-Potato model in the Ethiopian highlands. Potato Res. 69, 41 (2026).
Zhao, C. et al. Potential benefits of climate change for potatoes in the United States. Environ. Res. Lett. 17, 104034 (2022).
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
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).
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).
Vanongeval, F. & Gobin, A. Adverse weather impacts on winter wheat, maize and potato yield gaps in northern Belgium. Agronomy 13, 1104 (2023).
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.
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).
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).
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).
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).
Kim, Y. U. & Webber, H. Contrasting responses of spring and summer potato to climate change in South Korea. Potato Res. 67, 1265–1286 (2024).
Sonnewald, S., van Harsselaar, J., Ott, K., Lorenz, J. & Sonnewald, U. How Potato Plants Take the Heat? Procedia Environ. Sci. 29, 1 (2015).
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).
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).
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).
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).
Egerer, S. et al. Limited potential of irrigation to prevent potato yield losses in Germany under climate change. Agric. Syst. 207, 103633 (2023).
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).
NMI. Regional Meteorological Station Information. Data Service, Ethiopian National Meteorologiy Agency (2023). http://www.ethiomet.gov.et/stations/regional_information/2
Teshome, M. Rural communities’ vulnerability to farmland poverty in varied ecological settings of northwest Ethiopia. J. Degrad. Min. Lands Manag. 5, 1085–1102 (2018).
IRI. Enhancing National Climate Services (ENACTS). 1–2 (2014). https://iri.columbia.edu/enacts/
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).
O’Neill, B. C. et al. Achievements and needs for the climate change scenario framework. Nat. Clim. Chang. 10, 1074–1081 (2020).
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).
Duckstein, L., Treichel, W. & El Magnoun, S. Ranking grouund water management alternatives by multicriterion analysis. J. Water Resour. Plan. Manag. 120, 546–565 (1994).
Bhattacharjee, P. S. & Zaitchik, B. F. Perspectives on CMIP5 model performance in the Nile River headwaters regions. Int. J. Climatol. 35, 4262–4275 (2015).
Wang, X. L. Penalized maximal F test for detecting undocumented mean shift without trend change. J. Atmos. Ocean. Technol. 25, 368–384 (2008).
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).
Zhang, X., Feng, Y. & Chan, R. Introduction to RClimDex Version 2. (2023).
Hamed, K. H. Enhancing the effectiveness of prewhitening in trend analysis of hydrologic data. J. Hydrol. 368, 143–155 (2009).
van Giersbergen, N. P. A. On the effect of deterministic terms on the bias in stable AR models. Econ. Lett. 89, 75–82 (2005).
Mann, H. B. Nonparametric tests against trend. Econometrica 13, 245–259 (1945).
Sen, P. K. Estimates of the regression coefficient based on Kendall’s Tau. J Am. Stat. Assoc 63, 1379–1389 (1968).
Berg, P., Feldmann, H. & Panitz, H. J. Bias correction of high resolution regional climate model data. J. Hydrol. 448–449, 80–92 (2012).
Rathjens, H., Bieger, K., Srinivasan, R. & Arnold, J. G. CMhyd User Manual: Documentation for Preparing Simulated Climate Change Data for Hydrologic Impact Studies. (2016).
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).
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).
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).
Zhang, S., Wang, X., Kinay, P. & Dau, Q. Climate change impacts on potato storage. Foods 13, 1119 (2024).
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
Robinson, A., Secor, G. & Pasche, J. Late Blight in Potato. vol. 1849 (2017). www.ag.ndsu.edu
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).
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).
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).
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).
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).
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).
Chen, C. & Setter, T. L. Role of tuber developmental processes in response of potato to high temperature and elevated CO2. Plants 10, 871 (2021).
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.
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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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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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DOI: https://doi.org/10.1038/s41598-026-47373-1
Keywords
- Agroecosystems
- Extreme Climate
- Highland
- Rainfall
- Temperature
- Trend
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