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Changes in Precipitation Characteristics over Russia in the 20th and 21st Centuries According to CMIP6 Model Ensemble Data

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Abstract

A study has been made of changes in some characteristics of daily precipitation in Russia for the winter and summer seasons in the 20th and 21st centuries using Coupled Model Intercomparison Project Phase 6 (CMIP6) climate models. In the modern period, model data are compared with data from meteorological stations and ERA5 reanalysis. For winter and summer, changes in mean seasonal precipitation, the number of days with precipitation, and the frequency of extreme precipitation are analyzed. For the modern period 1991–2020, according to empirical data, in winter on the territory of Russia, a significant increase in seasonal precipitation amounts and the frequency of days with extreme precipitation on the Far East coast and in the central part of European Russia (ER) are detected. A decrease in the frequency of days with precipitation at most meteorological stations in Russia by 4–6 days/10 years is also noted. In summer, an increase in precipitation amounts and the frequency of days with precipitation is found in Western Siberia and on the coasts of the Sea of Okhotsk and the Pacific Ocean. A decrease in the amount and frequency of precipitation is obtained for southern ER and the south of Eastern Siberia. Climate models, on average for the ensemble, show an increase in the relative amounts of precipitation and the extreme precipitation frequency over most of the Russia territory in winter, and these trends may intensify in the coming decades. In summer, on the contrary, for southern ER, as a whole, there is a slight decrease in the seasonal precipitation totals and the number of days with precipitation. However, strong intermodel differences, especially in the summer season, do not allow us to draw unambiguous conclusions about changes in precipitation characteristics in Russia in the next 30 years. By the end of the 21st century, changes will become more pronounced. For example, in ER and northern Siberia, a noticeable increase in winter precipitation amounts and the frequency of extreme precipitation may occur. By the end of the 21st century, a slight decrease in the precipitation totals and the number of days with precipitation is possible in summer in ER.

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REFERENCES

  1. Aleshina, M.A., Semenov, V.A., and Chernokulsky, A.V., A link between surface air temperature and extreme precipitation over Russia from station and reanalysis data, Environ. Res. Lett., 2021, vol. 16, no. 10, p. 105004.

    Article  Google Scholar 

  2. Bardin, M.Y., Rankova, E.Y., Platova, T.V., Samokhina, O.F., and Korneva, I.A., Modern surface climate change as inferred from routine climate monitoring data, Russ. Meteorol. Hydrol., 2020, vol. 45, no. 3, pp. 317–329.

    Article  Google Scholar 

  3. Berg, P., Haerter, J.O., Thejll, P., Piani, C., Hagemann, S., and Christensen, J.H., Seasonal characteristics of the relationship between daily precipitation intensity and surface temperature, J. Geophys. Res.: Atmos., 2009, vol. 114, no. D18.

  4. Chernokulsky, A., Kozlov, F., Zolina, O., Bulygina, O., Mokhov, I.I., and Semenov, V.A., Observed changes in convective and stratiform precipitation in Northern Eurasia over the last five decades, Environ. Res. Lett., 2019, vol. 14, no. 4, p. 045001. https://doi.org/10.1088/1748-9326/aafb82

    Article  Google Scholar 

  5. Christiansen, B., Understanding the distribution of multimodel ensembles, J. Clim., 2020, vol. 33, no. 21, pp. 9447–9465.

    Article  Google Scholar 

  6. Donat, M.G., Lowry, A.L., Alexander, L.V., O’Gorman, P.A., and Maher, N., More extreme precipitation in the world’s dry and wet regions, Nat. Clim. Change, 2016, vol. 6, no. 5, pp. 508–513.

    Article  Google Scholar 

  7. Drobinski, P., Alonzo, B., Bastin, S., Silva, N.D., and Muller, C., Scaling of precipitation extremes with temperature in the French Mediterranean region: What explains the hook shape? J. Geophys. Res.: Atmos., 2016, vol. 121, no. 7, pp. 3100–3119.

    Article  Google Scholar 

  8. Eliseev, A.V. and Semenov, V.A., Arctic climate changes in the 21st century: Ensemble model estimates accounting for realism in present-day climate simulation, Dokl. Earth Sci., 2016, vol. 471, no. 1, pp. 1183–1187.

    Article  Google Scholar 

  9. Eyring, V., Bony, S., Meeh, G.A., Senior, C.A., Stevens, B., Stouffer, R.J., and Taylor, K.E., Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization, Geosci. Model Develop., 2016, vol. 9, no. 5, pp. 1937–1958.

    Article  Google Scholar 

  10. Eyring, V., Gillett, N.P., Achuta Rao, K.M., Barimalala, R., Barreiro Parrillo, M., Bellouin, N., Cassou, C., Durack, P.J., Kosaka, Y., McGregor, S., Min, S., Morgenstern, O., and Sun, Y., Human influence on the climate system, 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, Cambridge: Cambridge Univ. Press, 2021, ch. 3, pp. 423–552.

    Google Scholar 

  11. Frolova, N.L., Kireeva, M.B., Magritskii, D.V., Bologov, M.B., Kopylov, V.N., Hall, J., and Belyakova, P.A., Hydrological hazards in Russia: Origin, classification, changes and risk assessment, Nat. Hazards, 2017, vol. 88, no. 1, pp. 103–131.

    Article  Google Scholar 

  12. Gleckler, P.J., Taylor, K.E., and Doutriaux, C., Performance metrics for climate models, J. Geophys. Res.: Atmos., 2008, vol. 113, no. D6. https://doi.org/10.1029/2007jd008972

  13. Hersbach, H., Bell, B., Berrisford, P., Biavati, G., Horányi, A., Muñoz Sabater, J., and Thépaut, J.N., ERA5 hourly data on single levels from 1979 to present, Copernicus Climate Change Service (C3S) Climate Data Store (CDS), 2018, vol. 10.

    Google Scholar 

  14. Kim, Y.H., Min, S.K., Zhang, X., Sillmann, J., and Sandstad, M., Evaluation of the CMIP6 multi-model ensemble for climate extreme indices, Weather Clim. Extremes, 2020, vol. 29, p. 100269.

    Article  Google Scholar 

  15. Kislov, A.V., Antipina, U.I., and Korneva, I., Extreme precipitation in the European Arctic in summer: Statistics and synoptic models, Russ. Meteorol. Hydrol., 2021, vol. 46, no. 7, pp. 434–443.

    Article  Google Scholar 

  16. Kislov, A., Matveeva, T., and Antipina, U., Precipitation extremes and their synoptic models in the northwest European sector of the Arctic during the cold season, Atmosphere, 2022, vol. 13, no. 7, p. 1116.

    Article  Google Scholar 

  17. Meredith, E.P., Semenov, V.A., Maraun, D., Park, W., and Chernokulsky, A.V., Crucial role of Black Sea warming in amplifying the 2012 Krymsk precipitation extreme, Nat. Geosci., 2015, vol. 8, no. 8, p. 615.

    Article  Google Scholar 

  18. Min, S.K., Zhang, X., Zwiers, F.W., and Hegerl, G.C., Human contribution to more-intense precipitation extremes, Nature, 2011, vol. 470, no. 7334, pp. 378–381.

    Article  Google Scholar 

  19. Pierce, D.W., Barnett, T.P., Santer, B.D., and Gleckler, P.J., Selecting global climate models for regional climate change studies, Proc. Natl. Acad. Sci., 2009, vol. 106, no. 21, pp. 8441–8446. https://doi.org/10.1073/pnas.0900094106

    Article  Google Scholar 

  20. Semenov, V.A. and Aleshina, M.A., Scenario-based forecasts of changes in the temperature and hydrological regime of Crimea in the XXI century by data of CMIP6 climate models, Water Resour., 2022, vol. 49, no. 4, pp. 661–670.

    Article  Google Scholar 

  21. Semenov, V. and Bengtsson, L., Secular trends in daily precipitation characteristics: Greenhouse gas simulation with a coupled AOGCM, Clim. Dyn., 2002, vol. 19, no. 2, pp. 123–140.

    Article  Google Scholar 

  22. Sillmann, J., Thorarinsdottir, T., Keenlyside, N., Schaller, N., Alexander, L.V., Hegerl, G., and Zwiers, F.W., Understanding, modeling and predicting weather and climate extremes: Challenges and opportunities, Weather Clim. Extremes, 2017, vol. 18, pp. 65–74.

    Article  Google Scholar 

  23. Van Vuuren, D.P., Kriegler, E., O’Neill, B.C., Ebi, K.L., Riahi, K., Carter, T.R., and Winkler, H., A new scenario framework for climate change research: Scenario matrix architecture, Clim. Change, 2014, vol. 122, no. 3, pp. 373–386. https://doi.org/10.1007/s10584-013-0906-1

    Article  Google Scholar 

  24. Vogel, M.M., Hauser, M., and Seneviratne, S.I., Projected changes in hot, dry and wet extreme events' clusters in CMIP6 multi-model ensemble, Environ. Res. Lett., 2020, vol. 15, no. 9, p. 094021.

    Article  Google Scholar 

  25. Wang, H., Sun, F., and Liu, W., The dependence of daily and hourly precipitation extremes on temperature and atmospheric humidity over China, J. Clim., 2018, vol. 31, no. 21, pp. 8931–8944.

    Article  Google Scholar 

  26. Zolina, O.G. and Bulygina, O.N., Current climatic variability of extreme precipitation in Russia, Fundam. Prikl. Klimatol., 2016, no. 1, pp. 84–103.

  27. Zolotokrylin, A. and Cherenkova, E., Seasonal changes in precipitation extremes in Russia for the last several decades and their impact on vital activities of the human population, Geogr., Environ., Sustainability, 2017, vol. 10, no. 4, pp. 69–82.https://doi.org/10.24057/2071-9388-2017-10-4-69-82

    Article  Google Scholar 

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Funding

This work was supported by the Russian Science Foundation, project no. 19-17-00242. The analysis of intraensemble model uncertainty was carried out under Agreement with the Ministry of Science and Higher Education of the Russian Federation no. 075-15-2021-577. Regional assessments were carried out as part of State Task FMGE-2019-0009.

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Correspondence to M. A. Aleshina.

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Translated by V. Selikhanovich

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Aleshina, M.A., Semenov, V.A. Changes in Precipitation Characteristics over Russia in the 20th and 21st Centuries According to CMIP6 Model Ensemble Data. Izv. Atmos. Ocean. Phys. 59 (Suppl 2), S111–S119 (2023). https://doi.org/10.1134/S0001433823140037

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