Probabilistic assessment of annual maximum precipitation in Almaty, Kazakhstan
References
- BES Media. (2025, 2 March). Ocherednoy liven zatopil ulitsy Almaty: livnevyye kanalizatsii, kak obychno, ne spravlyayutsya s potokom vody. BES.media.
https://bes.media/news/ocherednoy-liven-zatopil-ulitsi-almati-livnyovki-kak-vsegda-ne-spravlyayutsya-696088/ - Blom, G. (1958). Statistical estimates and transformed beta-variables. Wiley.
- Burnham, K. P., & Anderson, D. R. (2002). Model selection and multimodel inference: A practical information-theoretic approach. Springer.
https://doi.org/10.1007/b97636 - Chegodayev, L. (1955). Raspolozheniye elementov na grafike dlya raboty po teorii veroyatnostey. Gidrometeoizdat.
- Cho, H. K., Bowman, K. P., & North, G. R. (2004). A comparison of gamma and lognormal distributions for characterizing satellite rain rates from the tropical rainfall measuring mission. Journal of Applied Meteorology, 43(11), 1586–1597.
https://doi.org/10.1175/JAM2165.1 - Choudhary, K., & Kumar, R. (2025). An analysis of stormwater management with the Internet of Things (IoT). Nature Environment and Pollution Technology, 24(3), B4271.
https://doi.org/10.46488/NEPT.2025.v24i03.B4271 - Coles, S. (2001). An introduction to statistical modeling of extreme values. Springer.
https://doi.org/10.1007/978-1-4471-3675-0 - Cunnane, C. (1978). Unbiased plotting positions – A review. Journal of Hydrology, 37(3–4), 205–222.
https://doi.org/10.1016/0022-1694(78)90017-3 - D’iya, S. G., Gasim, M. B., Toriman, M. E., & Abdullahi, M. G. (2014). Floods in Malaysia: Historical reviews, causes, effects and mitigations approach. International Journal of Interdisciplinary Research and Innovations, 2(4), 59–65.
https://www.researchpublish.com/upload/book/FLOODS%20IN%20MALAYSIA-760.pdf - Dong, X., Jiang, L., Zeng, S. H., Guo, R., & Zeng, Y. (2020). Vulnerability of urban water infrastructures to climate change at city level. Resources, Conservation and Recycling, 161, 104918.
https://doi.org/10.1016/j.resconrec.2020.104918 - Duskayev, K., Mussina, A., Rodrigo-Ilarri, J., Zhanabayeva, Z., Tursyngali, M., & Rodrigo--Clavero, M. E. (2023). Study of temporal changes in the hydrographic network of small mountain rivers in the Ile Alatau, Kazakhstan. Hydrology Research, 54(11), 1420–1431.
https://doi.org/10.2166/nh.2023.305 - Gentilucci, M., Rossi, A., Pelagagge, N., Aringoli, D., Barbieri, M., & Pambianchi, G. (2023). GEV analysis of extreme rainfall: Comparing different time intervals to analyse model response in terms of return levels in the study area of central Italy. Sustainability, 15(15), 11656.
https://doi.org/10.3390/su151511656 - Hazen, A. (1914). Storage to be provided in impounding reservoirs for municipal water supply. Transactions of the American Society of Civil Engineers, 77(1), 1539–1640.
https://doi.org/10.1061/taceat.0002563 - Jayawardane, J. M. P. M., Rajapakse, R. L. H. L., & Siriwardana, C. S. A. (2024). Urban flood assessment targeting flood risk mitigation: A case study focusing on changing environments. In H. R. Pasindu, H. Damruwan, P. Weerasinghe, L. Fernando & C. Rajapakse (Eds.), Proceedings of Civil Engineering Research Symposium 2024 (pp. 13–14). Department of Civil Engineering, University of Moratuwa.
https://doi.org/10.31705/CERS.2024.7 - Katz, R. W., Parlange, M. B., & Naveau, P. (2002). Statistics of extremes in hydrology. Advances in Water Resources, 25(8–12), 1287–1304.
https://doi.org/10.1016/S0309-1708(02)00056-8 - Kreienkamp, F., Philip, S. Y., Tradowsky, J. S., Kew, S. F., Lorenz, P., Arrighi, J., Belleflamme, A., Bettmann, T., Caluwaerts, S., Chan, S. C., Ciavarella, A., De Cruz, L., Demuth, N., Ferrone, A., Fischer, E. M., Fowler, H. J., Goergen, K., Heinrich, D., Henrichs, Y., … Wanders, N. (2021). Rapid attribution of heavy rainfall events leading to the severe flooding in Western Europe during July 2021. World Weather Attribution Project.
https://www.worldweatherattribution.org/wp-content/uploads/Scientific-report-Western-Europe-floods-2021-attribution.pdf - Kundzewicz, Z. W., Kanae, S., Seneviratne, S. I., Handmer, J., Nicholls, N., Peduzzi, P., Mechler, R., Bouwer, L. M., Arnell, N., Mach, K., Muir-Wood, R., Brakenridge, G. R., Kron, W., Benito, G., Honda, Y., Takahashi, K., & Sherstyukov, B. (2013). Flood risk and climate change: Global and regional perspectives. Hydrological Sciences Journal, 59(1), 1–28.
https://doi.org/10.1080/02626667.2013.857411 - Kyrgyzbay, K., Kakimzhanov, Y., & Sagin, J. (2023). Climate data verification for assessing climate change in the Almaty region of the Republic of Kazakhstan. Climate Services, 32, 100423.
https://doi.org/10.1016/j.cliser.2023.100423 - Latif, M., Syed, F. S., & Hannachi, A. (2017). Rainfall trends in the South Asian summer monsoon and its related large-scale dynamics with focus over Pakistan. Climate Dynamics, 48(11), 3565–3581.
https://doi.org/10.1007/s00382-016-3284-3 - Ling, Z., Jing, Y., Aqeel, M., Siddiqa, F., Yan, L., & Wenlong, M. (2025). Urban Flood Modeling and Mitigation Strategies Using Remote Sensing and GIS. Scholars Journal of Engineering and Technology, 13(7), 535–551.
https://doi.org/10.36347/sjet.2025.v13i07.007 - Mirlas, V., Zhakyp, A., Auelkhan, Y., & Anker, Y. (2024). Assessment of urbanization-related groundwater flooding process via Visual MODFLOW modeling: A case study for the northern part of Almaty city, Kazakhstan. Journal of Flood Risk Management, 18(1), e13029.
https://doi.org/10.1111/jfr3.13029 - MontesPajuelo, R., RodríguezPérez, Á. M., López, R., & Rodríguez, C. A. (2024). Analysis of probability distributions for modelling extreme rainfall events and detecting climate change: Insights from Mathematical and Statistical Methods. Mathematics, 12(7), 1093.
https://doi.org/10.3390/math12071093 - Muhammad Iskandar, M. F., Ibrahim, A., Mohtar, Z. A., Pakir Mohamed Latif, M. F., & EM Yahaya, N. K. (2025). Assessing rainfall trends and variability in a climate change. ESTEEM Academic Journal, 21, 91–105.
https://doi.org/10.24191/esteem.v21iMarch.4892.g3087 - Nakispekova, A. (2024). Kazakhstan unites in response to flood crisis. The Astana Times. Bringing Kazakhstan to the World.
https://astanatimes.com/2024/04/kazakhstan-unites-in-response-to-flood-crisis/ - Pietras, B., & Pyrc, R. (2025). Extreme short-duration rainfall and urban flood hazard: Case studies of convective events in Warsaw and Zamość, Poland. Water, 17(18), 2671.
https://doi.org/10.3390/w17182671 - Republic State Enterprise Kazhydromet. (2025, October 2). Weather forecast.
https://www.kazhydromet.kz/ru/ - Rima, L., Haddad, K., & Rahman, A. (2025). Generalised Additive Model-Based Regional Flood Frequency Analysis: Parameter Regression Technique Using Generalised Extreme Value Distribution. Water, 17(2), 206.
https://doi.org/10.3390/w17020206 - Stedinger, J. R., Vogel, R. M., & Foufoula-Georgiou, E. (1993). Frequency analysis of extreme events. In D. R. Maidment (Ed.), Handbook of Hydrology (pp. 18.1–18.66). McGraw-Hill.
- Tukey, J. W. (1962). The future of data analysis. In Breakthroughs in Statistics: Methodology and Distribution (pp. 408–452). Springer.
https://doi.org/10.1007/978-1-4612-4380-9_31 - Weibull, W. (1939). A statistical theory of the strength of materials. Generalstabens Litografiska Anstalts Förlag.
- Wilks, D. S. (Ed.) (2011). Statistical methods in the atmospheric sciences. Academic Press.
- World Meteorological Organization [WMO]. (1989). Calculation of Monthly and Annual 30-year Standard Normals (WMO/TD-No. 341). World Meteorological Organization.
https://posmet.ufv.br/wp-content/uploads/2017/04/MET-481-WMO-341.pdf - World Meteorological Organization [WMO]. (2009). Manual on estimation of Probable Maximum Precipitation (PMP). World Meteorological Organization.
https://library.wmo.int/records/item/35708-manual-on-estimation-of-probable-maximum-precipitation-pmp?offset=2 - World Meteorological Organization [WMO]. (2017). WMO Guidelines on the Calculation of Climate Normals (WMO-No. 1203). World Meteorological Organization.
https://www.agroorbi.pt/livroagrometeorologia/DocsProg/Temas&Exerc%C3%ADciosExtraPor-Cap%C3%ADtulo/Cap1_Introdu%C3%A7%C3%A3o/Docs/WMO%20Guidelines%20on%20the%20Calculation%20of%20Climate%20Normals_en.pdf
Language: English
Page range: 20 - 39
Submitted on: Oct 3, 2025
Accepted on: Dec 30, 2025
Published on: Mar 31, 2026
Published by: Warsaw University of Life Sciences - SGGW Press
In partnership with: Paradigm Publishing Services
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© 2026 Yerlan Mukhanbet, Jarosław Chormański, Dana Tungatar, Mariusz Paweł Barszcz, Ainura Aldiyarova, published by Warsaw University of Life Sciences - SGGW Press
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