174
Views
0
CrossRef citations to date
0
Altmetric
Research Article

Impact-based classification of extreme rainfall events using a simplified overland flow model

ORCID Icon &
Pages 330-340 | Received 26 May 2022, Accepted 29 Dec 2022, Published online: 04 Jan 2023

References

  • Abrahams, A. D., G. Li, C. Krishnan, and J. F. Atkinson. 1998. “Predicting Sediment Transport by Interrill Overland Flow on Rough Surfaces.” Earth Surface Processes and Landforms 23 (12): 1087–1099. doi:10.1002/(SICI)1096-9837(199812)23:12<1087::AID-ESP934>3.0.CO;2-4.
  • Acero, F. J., J. A. García, and M. C. Gallego. 2011. “Peaks-over-Threshold Study of Trends in Extreme Rainfall over the Iberian Peninsula.” Journal of Climate 24 (4): 1089–1105. doi:10.1175/2010JCLI3627.1.
  • Adams, B. J., and F. Papa. 2000. Urban Stormwater Management Planning with Analytical Probabilistic Models. New York: John Wiley & Sons.
  • Agilan, V., N. V. Umamahesh, and P. P. Mujumdar. 2021. “Influence of Threshold Selection in Modeling Peaks over Threshold Based Nonstationary Extreme Rainfall Series.” Journal of Hydrology 593: 125625. doi:10.1016/j.jhydrol.2020.125625.
  • Anagnostopoulou, C., and K. Tolika. 2012. “Extreme Precipitation in Europe: Statistical Threshold Selection Based on Climatological Criteria.” Theoretical and Applied Climatology 107 (3–4): 479–489. doi:10.1007/s00704-011-0487-8.
  • Balstrøm, T., and D. Crawford. 2018. “Arc-Malstrøm: “A 1D Hydrologic Screening Method for Stormwater Assessments Based on Geometric Networks”. Computers & Geosciences 116: 64–73. doi:10.1016/j.cageo.2018.04.010.
  • Beguería, S., M. Angulo-Martínez, S. M. Vicente-Serrano, J. I. López-Moreno, and A. El-Kenawy. 2011. “Assessing Trends in Extreme Precipitation Events Intensity and Magnitude Using non-stationary peaks-over-threshold Analysis: A Case Study in Northeast Spain from 1930 to 2006.” International Journal of Climatology 31 (14): 2102–2114. doi:10.1002/joc.2218.
  • Brieber, A., and A. Hoy. 2019. “Statistical Analysis of Very high-resolution Precipitation Data and Relation to Atmospheric Circulation in Central Germany.” Advances in Science and Research 16: 69–73. doi:10.5194/asr-16-69-2019.
  • Climate Data Center. 2021. CDC-Portal. Offenbach, Germany: Deutscher Wetterdienst. https://opendata.dwd.de/
  • DHI. 2000. MOUSE Surface Runoff Models—Reference Manual. Hørsholm, Denmark: DHI Water & Environment.
  • Di Salvo, C., G. Ciotoli, F. Pennica, and G. P. Cavinato. 2017. “Pluvial Flood Hazard in the City of Rome (Italy).” Journal of Maps 13 (2): 545–553. doi:10.1080/17445647.2017.1333968.
  • Dunkerley, D. 2008. “Identifying Individual Rain Events from Pluviograph Records: A Review with Analysis of Data from an Australian Dryland Site.” Hydrological Processes 22 (26): 5024–5036. doi:10.1002/hyp.7122.
  • Dunkerley, D. L. 2010. “How Do the Rain Rates of sub-event Intervals Such as the Maximum 5- and 15-min Rates (I5 or I30) Relate to the Properties of the Enclosing Rainfall Event?” Hydrological Processes 24 (17): 2425–2439. doi:10.1002/hyp.7650.
  • Dunkerley, D. 2017. “An Approach to Analysing Plot Scale Infiltration and Runoff Responses to Rainfall of Fluctuating Intensity: Plot Scale Infiltration.” Hydrological Processes 31 (1): 191–206. doi:10.1002/hyp.10990.
  • Dunkerley, D. 2020. “Rainfall Intensity in Geomorphology: Challenges and Opportunities.” Progress in Physical Geography: Earth and Environment 45 (4): 488–513. doi:10.1177/0309133320967893.
  • Duque, L. F., 2020. Inter-Event Time Definition (package ’IETD’) (S. 9). https://cran.r-project.org/web/packages/IETD/index.html
  • DWD (Deutscher Wetterdienst). n d. “(a). Wetter- und Klimalexikon: Niederschlagsintensität.” Accessed January 20, 2022. https://www.dwd.de/DE/service/lexikon/Functions/glossar.html?lv2=101812&lv3=101906
  • DWD (Deutscher Wetterdienst). n d. “(b). Wetter- und Klimalexikon: Starkregen.” Accessed January 20, 2022. https://www.dwd.de/DE/service/lexikon/Functions/glossar.html?nn=103346&lv2=102248&lv3=102572
  • Fang, N.-F., Z.-H. Shi, L. Li, Z.-L. Guo, Q.-J. Liu, and L. Ai. 2012. “The Effects of Rainfall Regimes and Land Use Changes on Runoff and Soil Loss in a Small Mountainous Watershed.” CATENA 99: 1–8. doi:10.1016/j.catena.2012.07.004.
  • Forzieri, G., A. Bianchi, F. B. e Silva, M. A. Marin Herrera, A. Leblois, C. Lavalle, J. C. J. H. Aerts, and L. Feyen. 2018. “Escalating Impacts of Climate Extremes on Critical Infrastructures in Europe.” Global Environmental Change 48: 97–107. doi:10.1016/j.gloenvcha.2017.11.007.
  • Gaál, L., P. Molnar, and J. Szolgay. 2014. “Selection of Intense Rainfall Events Based on Intensity Thresholds and Lightning Data in Switzerland.” Hydrology and Earth System Sciences 18 (5): 1561–1573. doi:10.5194/hess-18-1561-2014.
  • GebreEgziabher, M., and Y. Demissie. 2020. “Modeling Urban Flood Inundation and Recession Impacted by Manholes.” Water 12 (4): 1160. doi:10.3390/w12041160.
  • Haacke, N., and E. N. Paton. 2021. “Analysis of Diurnal, Seasonal and Annual Variability of Urban sub-hourly to Hourly Rainfall Extremes in Germany.” Hydrology Research 52 (2): 478–491. doi:10.2166/nh.2021.181.
  • Hofstätter, M., A. Lexer, M. Homann, and G. Blöschl. 2017. “Large‐scale Heavy Precipitation over Central Europe and the Role of Atmospheric Cyclone Track Types.” International Journal of Climatology 38 (S1): 497–517. doi:10.1002/joc.5386.
  • Innovyze. (2020). “InfoWorks ICM (10.5).” [Computer software]. https://www.innovyze.com/en-us/products/infoworks-ws-pro
  • Jacobeit, J., M. Homann, A. Philipp, and C. Beck. 2017. “Atmospheric Circulation Types and Extreme Areal Precipitation in Southern Central Europe.” Advances in Science and Research 14: 71–75. doi:10.5194/asr-14-71-2017.
  • Jacobs, J. M., L. R. Cattaneo, W. Sweet, and T. Mansfield. 2018. “Recent and Future Outlooks for Nuisance Flooding Impacts on Roadways on the U.S. East Coast.” Transportation Research Record: Journal of the Transportation Research Board 2672 (2): 1–10. doi:10.1177/0361198118756366.
  • Jo, E., C. Park, S.-W. Son, J.-W. Roh, G.-W. Lee, and Y.-H. Lee. 2020. “Classification of Localized Heavy Rainfall Events in South Korea.” Asia-Pacific Journal of Atmospheric Sciences 56 (1): 77–88. doi:10.1007/s13143-019-00128-7.
  • Li, X.-X., D. Y. C. Leung, C.-H. Liu, and K. M. Lam. 2008. “Physical Modeling of Flow Field inside Urban Street Canyons.” Journal of Applied Meteorology and Climatology 47 (7): 2058–2067. doi:10.1175/2007JAMC1815.1.
  • Lorenz, J. M., R. Kronenberg, C. Bernhofer, and D. Niyogi. 2019. “Urban Rainfall Modification: Observational Climatology Over Berlin, Germany.” Journal of Geophysical Research: Atmospheres 124 (2): 731–746. doi:10.1029/2018JD028858.
  • Moftakhari, H. R., A. AghaKouchak, B. F. Sanders, M. Allaire, and R. A. Matthew. 2018. “What Is Nuisance Flooding? Defining and Monitoring an Emerging Challenge.” Water Resources Research 54 (7): 4218–4227. doi:10.1029/2018WR022828.
  • Moftakhari, H. R., A. AghaKouchak, B. F. Sanders, and R. A. Matthew. 2017. “Cumulative Hazard: The Case of Nuisance Flooding.” Earth’s Future 5 (2): 214–223. doi:10.1002/2016EF000494.
  • Nehls, T., M. Menzel, and G. Wessolek. 2015. “Depression Storage Capacities of Different Ideal Pavements as Quantified by a Terrestrial Laser Scanning- Based Method.” Water Science & Technology 71 (6): 862–869. doi:10.2166/wst.2015.025.
  • Parsons, A. J., and S. G. L. Stromberg. 1998. “Experimental Analysis of Size and Distance of Travel of Unconstrained Particles in Interrill Flow.” Water Resources Research 34 (9): 2377–2381. doi:10.1029/98WR01471.
  • Paton, E., and N. Haacke. 2021. “Merging Patterns and Processes of Diffuse Pollution in Urban Watersheds: A Connectivity Assessment.” WIREs Water 8 (4): e1525. doi:10.1002/wat2.1525.
  • Rammal, M., and E. Berthier. 2020. “Runoff Losses on Urban Surfaces during Frequent Rainfall Events: A Review of Observations and Modeling Attempts.” Water 12 (10): 2777. doi:10.3390/w12102777.
  • R Core Team. 2020. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org
  • Restrepo-Posada, P. J., and P. S. Eagleson. 1982. “Identification of Independent Rainstorms.” Journal of Hydrology 55 (1–4): 303–319. doi:10.1016/0022-1694(82)90136-6.
  • Rossman, L. A. 2004. Storm Water Management Model User’s Manual Version 5.0, EPA/600/R–05/040. Washington, DC: U.S. Environmental Protection Agency.
  • Rözer, V., A. Peche, S. Berkhahn, Y. Feng, L. Fuchs, T. Graf, U. Haberlandt, et al. 2021. “Impact‐Based Forecasting for Pluvial Floods.” Earth’s Future 9 (2). doi:10.1029/2020EF001851.
  • Salvadore, E., J. Bronders, and O. Batelaan. 2015. “Hydrological Modelling of Urbanized Catchments: A Review and Future Directions.” Journal of Hydrology 529: 62–81. doi:10.1016/j.jhydrol.2015.06.028.
  • Schär, C., N. Ban, E. M. Fischer, J. Rajczak, J. Schmidli, C. Frei, F. Giorgi, et al. 2016. “Percentile Indices for Assessing Changes in Heavy Precipitation Events.” Climatic Change 137 (1–2): 201–216. doi:10.1007/s10584-016-1669-2.
  • Scoging, H.M. 1992. “Modelling overland-flow Hydrology for Dynamic Hydraulics Parsons, A.J. and Abrahams, A.D. .” In In Overland Flow. Hydraulics and Erosion Mechanics. London: UCL Press, 89–104.
  • Sen, S., P. Srivastava, J. H. Dane, K. H. Yoo, and J. N. Shaw. 2010. “Spatial–temporal Variability and Hydrologic Connectivity of Runoff Generation Areas in a North Alabama pasture—Implications for Phosphorus Transport.” Hydrological Processes 24 (3): 342–356. doi:10.1002/hyp.7502.
  • Suarez, P., W. Anderson, V. Mahal, and T. R. Lakshmanan. 2005. “Impacts of Flooding and Climate Change on Urban Transportation: A Systemwide Performance Assessment of the Boston Metro Area.” Transportation Research Part D: Transport and Environment 10 (3): 231–244. doi:10.1016/j.trd.2005.04.007.
  • Wenzel, H. G., and M. L. Voorhees, 1981. “Evaluation of the Urban Design Storm Concept.” Final report, Water Resources Center, Report No. 164. https://www.ideals.illinois.edu/handle/2142/90287
  • Westra, S., H. J. Fowler, J. P. Evans, L. V. Alexander, P. Berg, F. Johnson, E. J. Kendon, G. Lenderink, and N. M. Roberts. 2014. “Future Changes to the Intensity and Frequency of short-duration Extreme Rainfall.” Reviews of Geophysics 52 (3): 522–555. doi:10.1002/2014RG000464.
  • Xing, Y., Q. Liang, G. Wang, X. Ming, and X. Xia. 2019. “City-scale Hydrodynamic Modelling of Urban Flash Floods: The Issues of Scale and Resolution.” Natural Hazards 96 (1): 473–496. doi:10.1007/s11069-018-3553-z.
  • Yoo, C., and C. Park. 2012. “Comparison of Annual Maximum Rainfall Series and Annual Maximum Independent Rainfall Event Series.” Journal of Korea Water Resources Association 45 (5): 431–444. doi:10.3741/JKWRA.2012.45.5.431.
  • Yuan, X., N. Zheng, F. Ye, and W. Fu. 2019. “Critical Runoff Depth Estimation for Incipient Motion of non-cohesive Sediment on Loose Soil Slope under Heavy Rainfall.” Geomatics, Natural Hazards and Risk 10 (1): 2330–2345. doi:10.1080/19475705.2019.1697760.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.