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Published in: Water Resources Management 10/2021

05-07-2021

Research on the Critical Rainfall of Flash Floods in Small Watersheds Based on the Design of Characteristic Rainfall Patterns

Authors: Wenlin Yuan, Xinyu Tu, Chengguo Su, Meiqi Liu, Denghua Yan, Zening Wu

Published in: Water Resources Management | Issue 10/2021

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Abstract

Rainfall is one of the main causes of flash floods in mountainous watersheds. The critical rainfall, calculated by the rainfall patterns which represent typical rainfall processes, is an important index for the early warning of flash floods. However, due to the randomness and diversity of the rainfall process, the traditional single rainfall pattern is inconsistent with the actual diversified rainfall process, which brings great challenges to the early warning of flash floods. This paper proposes three characteristic parameters to describe the temporal distribution characteristics of typical rainfall processes. On this basis, the appropriate cumulative distribution functions (CDFs) are chosen to fit the cumulative rainfall-duration curves corresponding to typical rainfall processes, and the probability density functions (PDFs) can be used to represent the characteristic rainfall patterns. The HEC-HMS hydrological model is then used to simulate the rainfall-runoff process, and the critical rainfall corresponding to different characteristic rainfall patterns is calculated with a trial algorithm. The results demonstrate that: (1) the critical rainfall calculated by the designed characteristic rainfall patterns is more accurate than that calculated by the traditional rainfall pattern (TRP), proving that the design method of characteristic rainfall patterns proposed in this paper could increase the accuracy of early warning of flash floods in small watersheds. (2) The effects of the antecedent soil moisture condition (ASMC) and rainfall pattern on the critical rainfall are analyzed, which provides a valuable reference for the analysis and calculation of the critical rainfall of flash floods in small watersheds.

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Literature
go back to reference Adamovic M, Branger F, Braud I, Kralisch S (2016) Development of a data-driven semi-distributed hydrological model for regional scale catchments prone to Mediterranean flash floods. J Hydrol 541:173–189CrossRef Adamovic M, Branger F, Braud I, Kralisch S (2016) Development of a data-driven semi-distributed hydrological model for regional scale catchments prone to Mediterranean flash floods. J Hydrol 541:173–189CrossRef
go back to reference Borga M, Anagnostou EN, Bloschl G, Creutin JD (2011) Flash flood forecasting, warning and risk management: the HYDRATE project. Environ Sci Pol 14:834–844CrossRef Borga M, Anagnostou EN, Bloschl G, Creutin JD (2011) Flash flood forecasting, warning and risk management: the HYDRATE project. Environ Sci Pol 14:834–844CrossRef
go back to reference Caruso B, Rademaker M, Balme A (2013) Flood modelling in a high country mountain catchment, New Zealand: comparing statistical and deterministic model estimates for ecological flows. Hydrol Sci J 58:1–14CrossRef Caruso B, Rademaker M, Balme A (2013) Flood modelling in a high country mountain catchment, New Zealand: comparing statistical and deterministic model estimates for ecological flows. Hydrol Sci J 58:1–14CrossRef
go back to reference Fares L, Rachid M (2015) Comparison of WBNM and HEC-HMS for runoff hydrograph prediction in a small urban catchment. Water Resour Manag 29:2485–2501CrossRef Fares L, Rachid M (2015) Comparison of WBNM and HEC-HMS for runoff hydrograph prediction in a small urban catchment. Water Resour Manag 29:2485–2501CrossRef
go back to reference Forestieri A, Caracciolo D, Arnone E, Noto LV (2016) Derivation of rainfall thresholds for flashflood warning in a Sicilian basin using a hydrological model. Procedia Engineering 154:818–825CrossRef Forestieri A, Caracciolo D, Arnone E, Noto LV (2016) Derivation of rainfall thresholds for flashflood warning in a Sicilian basin using a hydrological model. Procedia Engineering 154:818–825CrossRef
go back to reference Gaume E, Bain V, Bernardara P, Newinger O, Barbuc M et al (2009) A compilation of data on European flash floods. J Hydrol 367:70–78CrossRef Gaume E, Bain V, Bernardara P, Newinger O, Barbuc M et al (2009) A compilation of data on European flash floods. J Hydrol 367:70–78CrossRef
go back to reference Grillakis MG, Koutroulis AG, Komma J, Tsanis IK, Wagner W, Bloschl G (2016) Initial soil moisture effects on flash flood generation-a comparison between basins of contrasting hydro-climatic conditions. J Hydrol 541:206–217CrossRef Grillakis MG, Koutroulis AG, Komma J, Tsanis IK, Wagner W, Bloschl G (2016) Initial soil moisture effects on flash flood generation-a comparison between basins of contrasting hydro-climatic conditions. J Hydrol 541:206–217CrossRef
go back to reference Han LF, Xu YP, Pan GB, Deng XJ, Hu CS et al (2015) Changing properties of precipitation extremes in the urban areas, Yangtze River Delta, China, during 1957–2013. Natural Hazard 79:437–454CrossRef Han LF, Xu YP, Pan GB, Deng XJ, Hu CS et al (2015) Changing properties of precipitation extremes in the urban areas, Yangtze River Delta, China, during 1957–2013. Natural Hazard 79:437–454CrossRef
go back to reference Hou JM, Guo KH, Wang ZL, Jing HX, Li DL (2017) Numerical simulation of design storm pattern effects on urban flood inundation. Adv Water Sci 28:820–828 Hou JM, Guo KH, Wang ZL, Jing HX, Li DL (2017) Numerical simulation of design storm pattern effects on urban flood inundation. Adv Water Sci 28:820–828
go back to reference Huff FA (1967) Time distribution of rainfall in heavy storms. Water Resour Res 3:1007–1010CrossRef Huff FA (1967) Time distribution of rainfall in heavy storms. Water Resour Res 3:1007–1010CrossRef
go back to reference Jain SK, Sudheer KP (2008) Fitting of hydrologic models: a close look at the Nash-Sutcliffe index. J Hydrol Eng 13:981–986CrossRef Jain SK, Sudheer KP (2008) Fitting of hydrologic models: a close look at the Nash-Sutcliffe index. J Hydrol Eng 13:981–986CrossRef
go back to reference Javelle P, Fouchier C, Arnaud P, Lavabre J (2010) Flash flood warning at ungauged locations using radar rainfall and antecedent soil moisture estimations. J Hydrol 394:267–274CrossRef Javelle P, Fouchier C, Arnaud P, Lavabre J (2010) Flash flood warning at ungauged locations using radar rainfall and antecedent soil moisture estimations. J Hydrol 394:267–274CrossRef
go back to reference Keifer CJ, Chu HH (1957) Synthetic storm pattern for drainage design. J Hydraul Div ASCE 83:1–25 Keifer CJ, Chu HH (1957) Synthetic storm pattern for drainage design. J Hydraul Div ASCE 83:1–25
go back to reference Kong FZ, Huang W, Wang ZL, Song XP (2020) Effect of unit hydrographs and rainfall hyetographs on critical rainfall estimates of flash flood. Adv Meteorol 2020:1–15CrossRef Kong FZ, Huang W, Wang ZL, Song XP (2020) Effect of unit hydrographs and rainfall hyetographs on critical rainfall estimates of flash flood. Adv Meteorol 2020:1–15CrossRef
go back to reference Konstantine P, Georgakakos, (2010) A generalized stochastic hydrometeorological model for flood and flash-flood forecasting: 1 Formulation. Water Resour Res 22:2083–2095 Konstantine P, Georgakakos, (2010) A generalized stochastic hydrometeorological model for flood and flash-flood forecasting: 1 Formulation. Water Resour Res 22:2083–2095
go back to reference Lin GF, Chen LH, Kao SC (2005) Development of regional design hyetographs. Hydrol Process 19:937–946CrossRef Lin GF, Chen LH, Kao SC (2005) Development of regional design hyetographs. Hydrol Process 19:937–946CrossRef
go back to reference Ma MH, Zhang JN, Su HD, Wang DC, Wang ZL (2019) Update of Early Warning Indicators of Flash Floods: A Case Study of Hunjiang District, Northeastern China. Water 11:1–16 Ma MH, Zhang JN, Su HD, Wang DC, Wang ZL (2019) Update of Early Warning Indicators of Flash Floods: A Case Study of Hunjiang District, Northeastern China. Water 11:1–16
go back to reference Montesarchio V, Napolitano F, Rianna M, Ridolfi E, Russo F et al (2015) Comparison of methodologies for flood rainfall thresholds estimation. Natural Hazards 75:909–934CrossRef Montesarchio V, Napolitano F, Rianna M, Ridolfi E, Russo F et al (2015) Comparison of methodologies for flood rainfall thresholds estimation. Natural Hazards 75:909–934CrossRef
go back to reference Mu DR, Luo PP, Lyu JQ, Zhou MM, Huo AD et al (2020) Impact of temporal rainfall patterns on flash floods in Hue City Vitenam. Flood Risk Manage 14:1–15 Mu DR, Luo PP, Lyu JQ, Zhou MM, Huo AD et al (2020) Impact of temporal rainfall patterns on flash floods in Hue City Vitenam. Flood Risk Manage 14:1–15
go back to reference Norbiato D, Borga M, Esposti SD, Gaume E, Anquetin S (2008) Flash flood warning based on rainfall thresholds and soil moisture conditions: An assessment for gauged and ungauged basins. J Hydrol 362:274–290CrossRef Norbiato D, Borga M, Esposti SD, Gaume E, Anquetin S (2008) Flash flood warning based on rainfall thresholds and soil moisture conditions: An assessment for gauged and ungauged basins. J Hydrol 362:274–290CrossRef
go back to reference Norbiato D, Borga M, Dinale R (2009) Flash flood warning in ungauged basins by use of the flash flood guidance and model-based runoff thresholds. Meteorol Appl 16:65–75CrossRef Norbiato D, Borga M, Dinale R (2009) Flash flood warning in ungauged basins by use of the flash flood guidance and model-based runoff thresholds. Meteorol Appl 16:65–75CrossRef
go back to reference Pilgrim DH, Cordery I (1975) Rainfall temporal patterns for design floods. J Hydraul Div ASCE 101:81–95CrossRef Pilgrim DH, Cordery I (1975) Rainfall temporal patterns for design floods. J Hydraul Div ASCE 101:81–95CrossRef
go back to reference Roux H, Labat D, Garambois PA, Maubourguet MM, Chorda J (2011) A physically-based parsimonious hydrological model for flash floods in Mediterranean catchments. Natural Hazards & Earth System Ences 11:2567–2582CrossRef Roux H, Labat D, Garambois PA, Maubourguet MM, Chorda J (2011) A physically-based parsimonious hydrological model for flash floods in Mediterranean catchments. Natural Hazards & Earth System Ences 11:2567–2582CrossRef
go back to reference Seo D, Lakhankar T, Mejia J, Cosgrove B, Khanbilvardi R (2013) Evaluation of operational national weather service gridded flash flood guidance over the arkansas red river basin. J Am Water Resour Assoc 49:1296–1307CrossRef Seo D, Lakhankar T, Mejia J, Cosgrove B, Khanbilvardi R (2013) Evaluation of operational national weather service gridded flash flood guidance over the arkansas red river basin. J Am Water Resour Assoc 49:1296–1307CrossRef
go back to reference Tang GP, Huang JS (2018) Stability analysis of unsaturated soil slope under random rainfall patterns. Eng Geol 245:322–332CrossRef Tang GP, Huang JS (2018) Stability analysis of unsaturated soil slope under random rainfall patterns. Eng Geol 245:322–332CrossRef
go back to reference Thorndahl S, Willems P (2008) Probabilistic modelling of over-flow, surcharge and flooding in urban drainage using the first-order reliability method and parameterization of local rain series. Water Res 42:455–466CrossRef Thorndahl S, Willems P (2008) Probabilistic modelling of over-flow, surcharge and flooding in urban drainage using the first-order reliability method and parameterization of local rain series. Water Res 42:455–466CrossRef
go back to reference Tu HW, Wang XK, Zhang WS, Peng H, Ke Q et al (2020) Flash Flood Early Warning Coupled with Hydrological Simulation and the Rising Rate of the Flood Stage in a Mountainous Small Watershed in Sichuan Province, China. Water 12:1–17 Tu HW, Wang XK, Zhang WS, Peng H, Ke Q et al (2020) Flash Flood Early Warning Coupled with Hydrological Simulation and the Rising Rate of the Flood Stage in a Mountainous Small Watershed in Sichuan Province, China. Water 12:1–17
go back to reference USACE-HEC (2000) Hydrologic Modeling System HEC-HMS Technical Reference Manual. US Army Corps of Engineers, Hydrologic Engineering Centre (HEC), Davis, USA USACE-HEC (2000) Hydrologic Modeling System HEC-HMS Technical Reference Manual. US Army Corps of Engineers, Hydrologic Engineering Centre (HEC), Davis, USA
go back to reference Xu C, Ma XX, Wang WS, Xiao Y (2021) Application of HEC-HMS Parameter Regionalization in Small Watershed of Hilly Area. Water Resour Manag 4:1–16 Xu C, Ma XX, Wang WS, Xiao Y (2021) Application of HEC-HMS Parameter Regionalization in Small Watershed of Hilly Area. Water Resour Manag 4:1–16
go back to reference Yuan WL, Fu L, Gao QY, Wan F (2019) Comprehensive Assessment and Rechecking of Rainfall Threshold for Flash Floods Based on the Disaster Information. Water Resour Manag 33:3547–3562CrossRef Yuan WL, Fu L, Gao QY, Wan F (2019) Comprehensive Assessment and Rechecking of Rainfall Threshold for Flash Floods Based on the Disaster Information. Water Resour Manag 33:3547–3562CrossRef
go back to reference Yuan WL, Liu MQ, Wan F (2019b) Study on the impact of rainfall pattern in small watersheds on rainfall warning index of flash flood event. Natural Hazards 97:665–682CrossRef Yuan WL, Liu MQ, Wan F (2019b) Study on the impact of rainfall pattern in small watersheds on rainfall warning index of flash flood event. Natural Hazards 97:665–682CrossRef
go back to reference Zhai XY, Guo L, Liu RH, Zhang YY (2018) Rainfall threshold determination for flash flood warning in mountainous catchments with consideration of antecedent soil moisture and rainfall pattern. Natural Hazards 94:605–625CrossRef Zhai XY, Guo L, Liu RH, Zhang YY (2018) Rainfall threshold determination for flash flood warning in mountainous catchments with consideration of antecedent soil moisture and rainfall pattern. Natural Hazards 94:605–625CrossRef
go back to reference Zhai XY, Liu RH, Zhang YY (2021) Comparing Three Hydrological Models for Flash Flood Simulations in 13 Humid and Semi-humid Mountainous Catchments. Water Resour Manag 35:1547–1571CrossRef Zhai XY, Liu RH, Zhang YY (2021) Comparing Three Hydrological Models for Flash Flood Simulations in 13 Humid and Semi-humid Mountainous Catchments. Water Resour Manag 35:1547–1571CrossRef
Metadata
Title
Research on the Critical Rainfall of Flash Floods in Small Watersheds Based on the Design of Characteristic Rainfall Patterns
Authors
Wenlin Yuan
Xinyu Tu
Chengguo Su
Meiqi Liu
Denghua Yan
Zening Wu
Publication date
05-07-2021
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 10/2021
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-021-02893-5

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