Ali, H., and Mishra, V. (2017). “Contrasting response of rainfall extremes to increase in surface air and dewpoint temperatures at urban locations in India.” Scientific Reports, Vol. 7, No. 1, 1228. doi: 10.1038/s41598-017-01306-1.
10.1038/s41598-017-01306-128450745PMC5430704Allan, R.P., Soden, B.J., John, V.O., Ingram, W., and Good, P. (2010). “Current changes in tropical precipitation.” Environmental Research Letters, Vol. 5, No. 2, 025205. doi: 10.1088/1748-9326/5/2/025205.
10.1088/1748-9326/5/2/025205Allen, M.R., and Ingram, W.J. (2002). “Constraints on future changes in climate and the hydrologic cycle.” Nature, Vol. 419, No. 6903, pp. 224-232. doi: 10.1038/nature01092.
10.1038/nature01092Ban, N., Schmidli, J., and Schär, C. (2015). “Heavy precipitation in a changing climate: Does convection-permitting model resolution matter?.” Journal of Geophysical Research: Atmospheres, Vol. 120, No. 4, pp. 1165-1180. doi: 10.1002/2014GL062588.
10.1002/2014GL062588Bao, J., Sherwood, S.C., Alexander, L.V., and Evans, J.P. (2017). “Future changes in extreme precipitation over Australian storm tracks using convection-permitting simulations.” Journal of Climate, Vol. 30, No. 3, pp. 1021-1035. doi: 10.1175/JCLI-D-16-0255.1.
10.1175/JCLI-D-16-0255.1Barbero, R., Fowler, H.J., Lenderink, G., and Blenkinsop, S. (2017a). “Is the intensification of precipitation extremes with global warming better detected at hourly than daily resolutions?” Geophysical Research Letters, Vol. 44, No. 2, pp. 974-983. doi: 10.1002/2016GL071917.
10.1002/2016GL071917Barbero, R., Westra, S., Lenderink, G., and Fowler, H.J. (2017b). “Temperature-extreme precipitation scaling: A two-way causality?.” International Journal of Climatology, Vol. 38, No. S1, pp. e1280-e1289. doi: 10.1002/joc.5370.
10.1002/joc.5370Berg, P., and Haerter, J.O. (2013). “Unexpected convective precipitation extremum response to temperature in a warming climate.” Nature Geoscience, Vol. 6, No. 5, pp. 372-375. doi: 10.1038/ngeo1731.
10.1038/ngeo1731Chen, W., Cui, H., and Zheng, J. (2024). “Prediction of Clausius-Clapeyron scaling of daily precipitation extremes over China.” Journal of Climate, Vol. 37, No. 1, pp. 165-177. doi: 10.1175/JCLI-D-23-0030.1
10.1175/JCLI-D-23-0030.1Clapeyron, E. (1834). “Mémoire sur la puissance motrice de la chaleur.” Journal de l'École Polytechnique, Vol. 14, pp. 153-190.
Clausius, R. (1850). “Ueber die bewegende Kraft der Wärme und die Gesetze, welche sich daraus für die Wärmelehre selbst ableiten lassen.” Annalen der Physik, Vol. 155, No. 3, pp. 368-397.
10.1002/andp.18501550306Da Silva, N.A., and Haerter, J.O. (2025). “Super-Clausius-Clapeyron scaling of extreme precipitation explained by shift from stratiform to convective rain type.” Nature Geoscience, Vol. 18, No. 2, pp. 145-152. doi: 10.1038/s41561-025-01686-4.
10.1038/s41561-025-01686-440376293PMC12074990Fowler, H.J., Ali, H., Allan, R.P., Ban, N., Barbero, R., Berg, P., Blenkinsop, S., Cabi, R., Lenderink, G., Lewis, E., and Sharma, A. (2021a). “Anthropogenic intensification of short-duration rainfall extremes.” Nature Reviews Earth & Environment, Vol. 2, No. 2, pp. 107-122. doi: 10.1038/s43017-020-00128-6.
10.1038/s43017-020-00128-6Fowler, H.J., Lenderink, G., Prein, A.F., Westra, S., Goldstein, R. L., Allan, R.P., Li, X.F., and Kendon, E.J. (2021b). “Towards understanding climate change impacts on short-duration rainfall extremes.” Philosophical Transactions of the Royal Society A, Vol. 379, No. 2195, 20190541. doi: 10.1098/rsta.2019.0541
10.1098/rsta.2019.054133641465PMC8366905Fujibe, F. (2013). “Clausius-Clapeyron-like relationship in multidecadal changes of extreme short-term precipitation and temperature in Japan.” Atmospheric Science Letters, Vol. 14, No. 3, pp. 127-132. doi: 10.1002/asl2.428.
10.1002/asl2.428Gimeno-Sotelo, L., and Gimeno, L. (2023). Global analysis of the concurrence of extreme daily precipitation with extremes of precipitable water, integrated vertical moisture-flux, and vertical velocity” XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG), Berlin, Germany.
Hosseini-Moghari, S.M., Sun, Q., and Lucatero, D. (2021). “Scaling of sub-daily precipitation extremes with temperature in a semi-arid region.” Journal of Hydrology, Vol. 598, 126291. doi: 10.1016/j.jhydrol.2021.126291.
10.1016/j.jhydrol.2021.126291Intergovernmental Panel on Climate Change (IPCC) (2013). Climate Change 2013: The physical science basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, United Kingdom.
10.1017/CBO9781107415324Jeong, J.-O., and Kim, I.-Y. (2025). “A Physics-Informed Neural Network (PINN)-based model for localized fog prediction.” Journal of the Korea Society of Computer and Information, Vol. 30 , No. 8, pp. 21-28.
10.9708/jksci.2025.30.08.021Jones, M.R., Blenkinsop, S., Fowler, H.J., and Kilsby, C.G. (2010). “Objective identification of temperature-precipitation scaling relationships.” International Journal of Climatology, Vol. 30, No. 15, pp. 2382-2390. doi: 10.1002/joc.2052.
10.1002/joc.2052Kim, S.H., Kim, J.B., and Choi, J.Y. (2020). “Assessment of Clausius-Clapeyron scaling for extreme sub-daily precipitation over South Korea.” Journal of Hydrology: Regional Studies, Vol. 31, 100720. doi: 10.1016/j.ejrh.2020.100720.
10.1016/j.ejrh.2020.100720Lee, B. (2026). Kongju University links stronger Korean downpours to climate change, increased water vapor, DongA Science, accessed 15 July 2026, <https://www.dongascience.com/en/news/77800>.
Lenderink, G., and van Meijgaard, E. (2008). “Increase in hourly precipitation extremes beyond expectations from temperature changes.” Nature Geoscience, Vol. 1, No. 8, pp. 511-514. doi: 10.1038/ngeo262.
10.1038/ngeo262Lenderink, G., Mok, H.Y., Lee, T.C., and van Oldenborgh, G.J. (2011). “Scaling and trends of hourly precipitation extremes in two different climate zones - Hong Kong and the Netherlands.” Hydrology and Earth System Sciences, Vol. 15, No. 9, pp. 3033-3041, doi: 10.5194/hess-15-3033-2011.
10.5194/hess-15-3033-2011Li, S., Chen, Y., Wei, W., Fang, G., and Duan, W. (2024). “The increase in extreme precipitation and its proportion over global land.” Journal of Hydrology, Vol. 628, 130456. doi: 10.1016/j.jhydrol.2023.130456.
10.1016/j.jhydrol.2023.130456Li, X., Fowler, H.J., and Blenkinsop, S. (2023). “Temperature dependency of sub-hourly precipitation extremes in a changing climate.” Environmental Research Letters, Vol. 18, No. 4, 044012. doi: 10.1088/1748-9326/acc5e2.
10.1088/1748-9326/acc5e2Liu, Y., Yang, Y., Tu, Z., and Guo, Y. (2026). “Global assessment of extreme precipitation in response to climate warming: Revisiting the Clausius-Clapeyron relation.” Journal of Hydrology, Vol. 656, 135702. doi: 10.1016/j.jhydrol.2026.135702.
10.1016/j.jhydrol.2026.135702Lotus Arise (2023). Köppen climate classification system: Features, categories, and UPSC notes. Lotus Arise Geography Series, accessed 15 July 2026, <https://lotusarise.com/koppen-climate-classification-system-upsc/>.
Martinkova, M., and Kysely, J. (2020). “Overview of Observed Clausius-Clapeyron scaling of extreme precipitation in midlatitudes. Atmosphere, Vol. 11, No. 8, 786. doi: 10.3390/atmos11080786.
10.3390/atmos11080786Myhre, G., Alterskjær, K., Stjern, C.W., Hodnebrog, Ø., Marelle, L., Samset, B.H., Sillmann, J., Schaller, N., Fischer, E., Schulz, M., and Allen, M.R. (2019). “Frequency of extreme precipitation increases disproportionately with warming. Nature Communications, Vol. 10, No. 1, 5563. doi: 10.1038/s41467-019-13562-5.
10.1038/s41467-019-13562-5Pradhan, B., Yoon, S., and Lee, S. (2024). “Köppen-Geiger climate classification map and spatiotemporal climate variability assessment of South Korea.” International Journal of Climatology / Remote Sensing Applications, Vol. 44, No. 2, pp. 512-528.
Prein, A.F., Rasmussen, R.M., Ikeda, K., Liu, C., Clark, M.P., and Holland, G.J. (2016). “The strong sensitivity of convective precipitation to regional warming in convection-permitting simulations.” Geophysical Research Letters, Vol. 43, No. 8, pp. 3988-3995. doi: 10.1002/2016GL068628.
10.1002/2016GL068628Sun, Q., Zhang, X., Zwiers, F., Westra, S., and Alexander, L.V. (2020). “A global, regional, and local survey of climate change impacts on hourly precipitation extremes.” Journal of Climate, Vol. 33, No. 17, pp. 7163-7180. doi: 10.1175/JCLI-D-19-0890.1.
10.1175/JCLI-D-19-0890.1Thackeray, C.W., Hall, A., Norris, J., and Chen, D. (2022). “Constraining the increased frequency of global precipitation extremes under warming.” Nature Climate Change, Vol. 12, No. 5, pp. 441-448. doi: 10.1038/s41558-022-01329-1.
10.1038/s41558-022-01329-1Trenberth, K.E. (1999). “Conceptual framework for changes of atmospheric moisture and precipitation with climate change.” Climatic Change, Vol. 42, No. 1, pp. 327-339. doi: 10.1023/A:1005488920935.
10.1023/A:1005488920935Visser, J.B., Wasko, C., Sharma, A., and Nathan, R. (2020). “Isolating the temperature-precipitation scaling rate using event-based extreme rainfall durations.” Journal of Climate, Vol. 33, No. 22, pp. 9833-9846. doi: 10.1175/JCLI-D-20-0048.1.
10.1175/JCLI-D-20-0048.1Visser, J.B., Wasko, C., Sharma, A., and Nathan, R. (2021). “Global evaluation of the temperature-precipitation scaling relationship using sub-daily rain gauge data.” Journal of Hydrology, Vol. 596, 126130. doi: 10.1016/j.jhydrol.2021.126130.
10.1016/j.jhydrol.2021.126130Wang, G., Zhang, Q., Yu, H., Shen, Z., and Sun, P. (2019). “Temperature-precipitation scaling and its spatial variation across China.” Journal of Hydrometeorology, Vol. 20, No. 11, pp. 2217-2232. doi: 10.1175/JHM-D-19-0096.1.
10.1175/JHM-D-19-0096.1Westra, S., Fowler, H.J., Evans, J.P., Alexander, L.V., Berg, P., Johnson, F., Lenderink, G., Polade, U., and Roberts, N.M. (2014). “Future changes to the intensity and frequency of short-duration extreme rainfall.” Reviews of Geophysics, Vol. 52, No. 3, pp. 522-555. doi: 10.1002/2014RG000464.
10.1002/2014RG000464Yin, J., Gentine, P., Zhou, S., Sullivan, S.C., Wang, R., Zhang, Y., and Guo, S. (2018). “Large increase in global storm runoff efficiency under climate warming.” Nature Communications, Vol. 9, No. 1, 97. doi: 10.1038/s41467-018-06765-2.
10.1038/s41467-018-06765-230348951PMC6197252Zhang, W., and Villarini, G. (2017). “Unraveling the drivers of heavy precipitation changes in the Midwestern United States.” Journal of Climate, Vol. 30, No. 19, pp. 7801-7815. doi: 10.1175/JCLI-D-16-0810.1.
10.1175/JCLI-D-16-0810.1- Publisher :KOREA WATER RESOURECES ASSOCIATION
- Publisher(Ko) :한국수자원학회
- Journal Title :Journal of Korea Water Resources Association
- Journal Title(Ko) :한국수자원학회 논문집
- Volume : 59
- No :10
- Pages :1259-1273
- Received Date : 2026-07-22
- Revised Date : 2026-08-18
- Accepted Date : 2026-08-20
- DOI :https://doi.org/10.3741/JKWRA.2026.59.10.1259


Journal of Korea Water Resources Association









