Skip to main content
Top
Published in: Environmental Earth Sciences 2/2021

01-01-2021 | Original Article

Coupled empirical–mechanical modeling of debris flows occurred in small ungauged basins

Author: Ying-Hsin Wu

Published in: Environmental Earth Sciences | Issue 2/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

On 28 July 2013, an intense torrential rainfall occurred at the boundary of Yamaguchi and Shimane Prefectures in western Japan, and triggered a debris flow on an ungauged hillslope to bury the entrance of Shirai tunnel and to shutdown railway service in that region for 1 year. To assess this disaster, this study aims at numerically modeling this debris flow event through a methodology incorporating empirical hydrologic analysis and mechanical debris flow model. For hydrologic analysis, the SCS-CN method implemented by HEC-HMS was used to obtain direct runoff hydrograph with high-resolution precipitation data reanalyzed using observations from radars and rain gauges. Then, the obtained runoff-discharge information was applied as an input for numerically simulating the debris flow movement from source to deposition areas. The simulation result is verified by the field evidence from field survey. The study demonstrates the applicability of the proposed empirical–mechanical approach for assessing debris flows in ungauged basins.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
go back to reference Bezak N, Auflič MJ, Mikoš M (2019) Application of hydrological modelling for temporal prediction of rainfall-induced shallow landslides. Landslides 16(7):1273–1283CrossRef Bezak N, Auflič MJ, Mikoš M (2019) Application of hydrological modelling for temporal prediction of rainfall-induced shallow landslides. Landslides 16(7):1273–1283CrossRef
go back to reference Bollermann A, Chen G, Kurganov A, Noelle S (2013) A well-balanced reconstruction of wet/dry fronts for the shallow water equations. J Sci Comput 56(2):267–290CrossRef Bollermann A, Chen G, Kurganov A, Noelle S (2013) A well-balanced reconstruction of wet/dry fronts for the shallow water equations. J Sci Comput 56(2):267–290CrossRef
go back to reference Capra L, Coviello V, Borselli L, Márquez-Ramírez VH, Arámbula-Mendoza R (2018) Hydrological control of large hurricane-induced lahars: evidence from rainfall-runoff modeling, seismic and video monitoring. Nat Hazard Earth Sys 18(3) Capra L, Coviello V, Borselli L, Márquez-Ramírez VH, Arámbula-Mendoza R (2018) Hydrological control of large hurricane-induced lahars: evidence from rainfall-runoff modeling, seismic and video monitoring. Nat Hazard Earth Sys 18(3)
go back to reference Cascini L, Cuomo S, Pastor M, Sorbino G, Piciullo L (2014) Sph run-out modelling of channelised landslides of the flow type. Geomorphology 214:502–513CrossRef Cascini L, Cuomo S, Pastor M, Sorbino G, Piciullo L (2014) Sph run-out modelling of channelised landslides of the flow type. Geomorphology 214:502–513CrossRef
go back to reference Chae BG, Park HJ, Catani F, Simoni A, Berti M (2017) Landslide prediction, monitoring and early warning: a concise review of state-of-the-art. Geosci J 21(6):1033–1070CrossRef Chae BG, Park HJ, Catani F, Simoni A, Berti M (2017) Landslide prediction, monitoring and early warning: a concise review of state-of-the-art. Geosci J 21(6):1033–1070CrossRef
go back to reference Chae BG, Wu YH, Liu KF, Choi J, Park HJ (2020) Simulation of debris-flow runout near a construction site in Korea. Appl Sci 10(17):6079CrossRef Chae BG, Wu YH, Liu KF, Choi J, Park HJ (2020) Simulation of debris-flow runout near a construction site in Korea. Appl Sci 10(17):6079CrossRef
go back to reference Chen YC, Wu YH, Shen CW, Chiu YJ (2018) Dynamic modeling of sediment budget in shihmen reservoir watershed in Taiwan. Water 10(12):1808CrossRef Chen YC, Wu YH, Shen CW, Chiu YJ (2018) Dynamic modeling of sediment budget in shihmen reservoir watershed in Taiwan. Water 10(12):1808CrossRef
go back to reference Choi J (2018) Investigation of the 2013 Hadari debris flow in Korea through field survey and numerical analysis. KSEG J Eng Geol 28(3):341–348 Choi J (2018) Investigation of the 2013 Hadari debris flow in Korea through field survey and numerical analysis. KSEG J Eng Geol 28(3):341–348
go back to reference Choi J, Chae B, Liu K, Wu Y (2016) Numerical analysis of debris flow hazards from case study. In: Landslides and engineered slopes. Experience, theory and practice. CRC Press, pp 649–656 Choi J, Chae B, Liu K, Wu Y (2016) Numerical analysis of debris flow hazards from case study. In: Landslides and engineered slopes. Experience, theory and practice. CRC Press, pp 649–656
go back to reference Chow VT, Maidment DR, Mays LW (1988) Applied hydrology. McGraw-Hill, New York Chow VT, Maidment DR, Mays LW (1988) Applied hydrology. McGraw-Hill, New York
go back to reference Cronshey RG, Roberts RT, Miller N (1985) Urban hydrology for small watersheds (TR-55 Rev.). In: Hydraulics and hydrology in the small computer age, ASCE, pp 1268–1273 Cronshey RG, Roberts RT, Miller N (1985) Urban hydrology for small watersheds (TR-55 Rev.). In: Hydraulics and hydrology in the small computer age, ASCE, pp 1268–1273
go back to reference Fang K, Liu Z, Zou Z (2015) Efficient computation of coastal waves using a depth-integrated, non-hydrostatic model. Coast Eng 97:21–36CrossRef Fang K, Liu Z, Zou Z (2015) Efficient computation of coastal waves using a depth-integrated, non-hydrostatic model. Coast Eng 97:21–36CrossRef
go back to reference Gottlieb S, Shu CW, Tadmor E (2001) Strong stability-preserving high-order time discretization methods. SIAM Rev 43(1):89–112CrossRef Gottlieb S, Shu CW, Tadmor E (2001) Strong stability-preserving high-order time discretization methods. SIAM Rev 43(1):89–112CrossRef
go back to reference Gregoretti C, Degetto M, Boreggio M (2016) Gis-based cell model for simulating debris flow runout on a fan. J Hydrol 534:326–340CrossRef Gregoretti C, Degetto M, Boreggio M (2016) Gis-based cell model for simulating debris flow runout on a fan. J Hydrol 534:326–340CrossRef
go back to reference Grimaldi S, Petroselli A (2015) Do we still need the rational formula? An alternative empirical procedure for peak discharge estimation in small and ungauged basins. Hydrol Sci J 60(1):67–77CrossRef Grimaldi S, Petroselli A (2015) Do we still need the rational formula? An alternative empirical procedure for peak discharge estimation in small and ungauged basins. Hydrol Sci J 60(1):67–77CrossRef
go back to reference Grimaldi S, Petroselli A, Nardi F (2012) A parsimonious geomorphological unit hydrograph for rainfall-runoff modelling in small ungauged basins. Hydrol Sci J 57(1):73–83CrossRef Grimaldi S, Petroselli A, Nardi F (2012) A parsimonious geomorphological unit hydrograph for rainfall-runoff modelling in small ungauged basins. Hydrol Sci J 57(1):73–83CrossRef
go back to reference Grimaldi S, Petroselli A, Romano N (2013) Green-ampt curve-number mixed procedure as an empirical tool for rainfall-runoff modelling in small and ungauged basins. Hydrol Process 27(8):1253–1264CrossRef Grimaldi S, Petroselli A, Romano N (2013) Green-ampt curve-number mixed procedure as an empirical tool for rainfall-runoff modelling in small and ungauged basins. Hydrol Process 27(8):1253–1264CrossRef
go back to reference Hibino K, Takayabu I, Wakazuki Y, Ogata T (2018) Physical responses of convective heavy rainfall to future warming condition: Case study of the hiroshima event. Front Earth Sci 6:35CrossRef Hibino K, Takayabu I, Wakazuki Y, Ogata T (2018) Physical responses of convective heavy rainfall to future warming condition: Case study of the hiroshima event. Front Earth Sci 6:35CrossRef
go back to reference Horváth Z, Waser J, Perdigão RA, Konev A, Blöschl G (2015) A two-dimensional numerical scheme of dry/wet fronts for the Saint-Venant system of shallow water equations. Int J Numer Meth Fluids 77(3):159–182CrossRef Horváth Z, Waser J, Perdigão RA, Konev A, Blöschl G (2015) A two-dimensional numerical scheme of dry/wet fronts for the Saint-Venant system of shallow water equations. Int J Numer Meth Fluids 77(3):159–182CrossRef
go back to reference Hsu YC, Liu KF (2019) Combining TRIGRS and DEBRIS-2D models for the simulation of a rainfall infiltration induced shallow landslide and subsequent debris flow. Water 11(5):890CrossRef Hsu YC, Liu KF (2019) Combining TRIGRS and DEBRIS-2D models for the simulation of a rainfall infiltration induced shallow landslide and subsequent debris flow. Water 11(5):890CrossRef
go back to reference Hürlimann M, Coviello V, Bel C, Guo X, Berti M, Graf C, Hübl J, Miyata S, Smith JB, Yin HY (2019) Debris-flow monitoring and warning: review and examples. Earth-Sci Rev 102981 Hürlimann M, Coviello V, Bel C, Guo X, Berti M, Graf C, Hübl J, Miyata S, Smith JB, Yin HY (2019) Debris-flow monitoring and warning: review and examples. Earth-Sci Rev 102981
go back to reference Iseri H, Hiramatsu K, Harada M, Mori M et al (2013) Simulation of rainfall runoff and pollutant load for chikugo river basin in japan using a gis-based distributed parameter model. Paddy Water Environ 11(1–4):97–112 Iseri H, Hiramatsu K, Harada M, Mori M et al (2013) Simulation of rainfall runoff and pollutant load for chikugo river basin in japan using a gis-based distributed parameter model. Paddy Water Environ 11(1–4):97–112
go back to reference Iverson RM, George DL (2014) A depth-averaged debris-flow model that includes the effects of evolving dilatancy. I. Physical basis. Proc R Soc A-Math Phys 470(2170):20130819 Iverson RM, George DL (2014) A depth-averaged debris-flow model that includes the effects of evolving dilatancy. I. Physical basis. Proc R Soc A-Math Phys 470(2170):20130819
go back to reference Jeong SW (2013) Determining the viscosity and yield surface of marine sediments using modified Bingham models. Geosci J 17(3):241–247CrossRef Jeong SW (2013) Determining the viscosity and yield surface of marine sediments using modified Bingham models. Geosci J 17(3):241–247CrossRef
go back to reference Jeong S, Wu YH, Cho Y, Ji S (2018a) Flow behavior and mobility of contaminated waste rock materials in the abandoned Imgi mine in Korea. Geomorphology 301:79–91CrossRef Jeong S, Wu YH, Cho Y, Ji S (2018a) Flow behavior and mobility of contaminated waste rock materials in the abandoned Imgi mine in Korea. Geomorphology 301:79–91CrossRef
go back to reference Jeong SW, Park SS, Fukuoka H (2018b) Shear and viscous characteristics of gravels in ring shear tests. Geosci J 22(1):11–17CrossRef Jeong SW, Park SS, Fukuoka H (2018b) Shear and viscous characteristics of gravels in ring shear tests. Geosci J 22(1):11–17CrossRef
go back to reference Kim MI, Kwak JH, Kim BS (2018) Assessment of dynamic impact force of debris flow in mountain torrent based on characteristics of debris flow. Environ Earth Sci 77(14):538CrossRef Kim MI, Kwak JH, Kim BS (2018) Assessment of dynamic impact force of debris flow in mountain torrent based on characteristics of debris flow. Environ Earth Sci 77(14):538CrossRef
go back to reference Kurganov A, Miller J (2014) Central-upwind scheme for Savage-Hutter type model of submarine landslides and generated tsunami waves. Comput Methods Appl Math 14(2):177–201CrossRef Kurganov A, Miller J (2014) Central-upwind scheme for Savage-Hutter type model of submarine landslides and generated tsunami waves. Comput Methods Appl Math 14(2):177–201CrossRef
go back to reference Kurganov A, Petrova G (2007) A second-order well-balanced positivity preserving central-upwind scheme for the Saint-Venant system. Commun Math Sci 5(1):133–160CrossRef Kurganov A, Petrova G (2007) A second-order well-balanced positivity preserving central-upwind scheme for the Saint-Venant system. Commun Math Sci 5(1):133–160CrossRef
go back to reference Lambe TW, Whitman RV (1979) Soil mechanics, SI version. Wiley, New York Lambe TW, Whitman RV (1979) Soil mechanics, SI version. Wiley, New York
go back to reference Liu KF, Wei SC, Wu YH (2014) The influence of accumulated precipitation on debris flow hazard area. In: Landslide science for a safer geoenvironment. Springer, New York, pp 45–50 Liu KF, Wei SC, Wu YH (2014) The influence of accumulated precipitation on debris flow hazard area. In: Landslide science for a safer geoenvironment. Springer, New York, pp 45–50
go back to reference Liu KF, Huang MC (2006) Numerical simulation of debris flow with application on hazard area mapping. Computat Geosci 10(2):221–240CrossRef Liu KF, Huang MC (2006) Numerical simulation of debris flow with application on hazard area mapping. Computat Geosci 10(2):221–240CrossRef
go back to reference Liu KF, Wu YH (2018) Txt-tool 3.886-1.1: Debris2d tutorial. In: Sassa K, Tiwari B, Liu KF, McSaveney M, Strom A, Setiawan H (eds) Landslide dynamics: ISDR-ICL landslide interactive teaching tools : volume 2: testing, risk management and country practices. Springer, New York, pp 181–189CrossRef Liu KF, Wu YH (2018) Txt-tool 3.886-1.1: Debris2d tutorial. In: Sassa K, Tiwari B, Liu KF, McSaveney M, Strom A, Setiawan H (eds) Landslide dynamics: ISDR-ICL landslide interactive teaching tools : volume 2: testing, risk management and country practices. Springer, New York, pp 181–189CrossRef
go back to reference Liu KF, Wu YH, Chen YC, Chiu YJ, Shih SS (2013) Large-scale simulation of watershed mass transport: a case study of Tsengwen reservoir watershed, southwest Taiwan. Nat Hazards 67(2):855–867CrossRef Liu KF, Wu YH, Chen YC, Chiu YJ, Shih SS (2013) Large-scale simulation of watershed mass transport: a case study of Tsengwen reservoir watershed, southwest Taiwan. Nat Hazards 67(2):855–867CrossRef
go back to reference Lora M, Camporese M, Troch PA, Salandin P (2016) Rainfall-triggered shallow landslides: infiltration dynamics in a physical hillslope model. Hydrol Process 30(18):3239–3251CrossRef Lora M, Camporese M, Troch PA, Salandin P (2016) Rainfall-triggered shallow landslides: infiltration dynamics in a physical hillslope model. Hydrol Process 30(18):3239–3251CrossRef
go back to reference Melo R, van Asch T, Zêzere J (2018) Debris flow run-out simulation and analysis using a dynamic model. Nat Hazard Earth Syst 18(2):555–570CrossRef Melo R, van Asch T, Zêzere J (2018) Debris flow run-out simulation and analysis using a dynamic model. Nat Hazard Earth Syst 18(2):555–570CrossRef
go back to reference Miyabuchi Y, Maeno F, Nakada S (2015) The october 16, 2013 rainfall-induced landslides and associated lahars at Izu Oshima volcano, Japan. J Volcanol Geotherm Res 302:242–256CrossRef Miyabuchi Y, Maeno F, Nakada S (2015) The october 16, 2013 rainfall-induced landslides and associated lahars at Izu Oshima volcano, Japan. J Volcanol Geotherm Res 302:242–256CrossRef
go back to reference Nayak S, Takemi T (2020) Typhoon-induced precipitation characterization over northern Japan: a case study for typhoons in 2016. Prog Earth Planet Sci 7(1):1–12CrossRef Nayak S, Takemi T (2020) Typhoon-induced precipitation characterization over northern Japan: a case study for typhoons in 2016. Prog Earth Planet Sci 7(1):1–12CrossRef
go back to reference NRCS (2009) Part 630 hydrology national engineering handbook. Natural Resources Conversation Services (NRCS), United States Department of Agriculture (USDA), Washington, DC NRCS (2009) Part 630 hydrology national engineering handbook. Natural Resources Conversation Services (NRCS), United States Department of Agriculture (USDA), Washington, DC
go back to reference Pradhan AMS, Kang HS, Lee S, Kim YT (2017) Spatial model integration for shallow landslide susceptibility and its runout using a gis-based approach in yongin, korea. Geocarto International 32(4):420–441CrossRef Pradhan AMS, Kang HS, Lee S, Kim YT (2017) Spatial model integration for shallow landslide susceptibility and its runout using a gis-based approach in yongin, korea. Geocarto International 32(4):420–441CrossRef
go back to reference Rigon R, Bancheri M, Formetta G, de Lavenne A (2016) The geomorphological unit hydrograph from a historical-critical perspective. Earth Surf Proc Land 41(1):27–37CrossRef Rigon R, Bancheri M, Formetta G, de Lavenne A (2016) The geomorphological unit hydrograph from a historical-critical perspective. Earth Surf Proc Land 41(1):27–37CrossRef
go back to reference Scharffenberg WA (2013) Hydrologic modeling system HEC-HMS: user’s manual, version 4.0. US Army Corps of Engineers, Hydrologic Engineering Center Scharffenberg WA (2013) Hydrologic modeling system HEC-HMS: user’s manual, version 4.0. US Army Corps of Engineers, Hydrologic Engineering Center
go back to reference Segoni S, Piciullo L, Gariano SL (2018) A review of the recent literature on rainfall thresholds for landslide occurrence. Landslides 15(8):1483–1501CrossRef Segoni S, Piciullo L, Gariano SL (2018) A review of the recent literature on rainfall thresholds for landslide occurrence. Landslides 15(8):1483–1501CrossRef
go back to reference Shakti PC, Nakatani T, Misumi R (2017) Hydrological simulation of small river basins in northern Kyushu, Japan, during the extreme rainfall event of July 5–6. J Disaster Res 13(2):396–409 Shakti PC, Nakatani T, Misumi R (2017) Hydrological simulation of small river basins in northern Kyushu, Japan, during the extreme rainfall event of July 5–6. J Disaster Res 13(2):396–409
go back to reference Shehata M, Mizunaga H (2018) Flash flood risk assessment for Kyushu island, Japan. Environ Earth Sci 77(3):76CrossRef Shehata M, Mizunaga H (2018) Flash flood risk assessment for Kyushu island, Japan. Environ Earth Sci 77(3):76CrossRef
go back to reference Stancanelli LM, Peres DJ, Cancelliere A, Foti E (2017) A combined triggering-propagation modeling approach for the assessment of rainfall induced debris flow susceptibility. J Hydrol 550:130–143CrossRef Stancanelli LM, Peres DJ, Cancelliere A, Foti E (2017) A combined triggering-propagation modeling approach for the assessment of rainfall induced debris flow susceptibility. J Hydrol 550:130–143CrossRef
go back to reference Tai YC, Heß J, Wang Y (2019) Modeling two-phase debris flows with grain-fluid separation over rugged topography: application to the 2009 Hsiaolin event, Taiwan. J Geophys Res Earth Surf 124(2):305–333CrossRef Tai YC, Heß J, Wang Y (2019) Modeling two-phase debris flows with grain-fluid separation over rugged topography: application to the 2009 Hsiaolin event, Taiwan. J Geophys Res Earth Surf 124(2):305–333CrossRef
go back to reference Takahashi T (2014) Debris flow: mechanics, prediction and countermeasures. CRC Press, New York Takahashi T (2014) Debris flow: mechanics, prediction and countermeasures. CRC Press, New York
go back to reference Tsuguti H, Seino N, Kawase H, Imada Y, Nakaegawa T, Takayabu I (2019) Meteorological overview and mesoscale characteristics of the heavy rain event of July 2018 in Japan. Landslides 16(2):363–371CrossRef Tsuguti H, Seino N, Kawase H, Imada Y, Nakaegawa T, Takayabu I (2019) Meteorological overview and mesoscale characteristics of the heavy rain event of July 2018 in Japan. Landslides 16(2):363–371CrossRef
go back to reference Verma S, Mishra S, Singh A, Singh P, Verma R (2017) An enhanced sma based scs-cn inspired model for watershed runoff prediction. Environ Earth Sci 76(21):736CrossRef Verma S, Mishra S, Singh A, Singh P, Verma R (2017) An enhanced sma based scs-cn inspired model for watershed runoff prediction. Environ Earth Sci 76(21):736CrossRef
go back to reference Wang F, Kuwada Y, Shimitsu R, Tasaka I, Araiba K, Endo M (2014) Landslides triggered by a heavy rainfall at the boundary of Yamaguchi and Shimane prefectures in July 2013. J Jpn Landslide Soc 51(2):66–69CrossRef Wang F, Kuwada Y, Shimitsu R, Tasaka I, Araiba K, Endo M (2014) Landslides triggered by a heavy rainfall at the boundary of Yamaguchi and Shimane prefectures in July 2013. J Jpn Landslide Soc 51(2):66–69CrossRef
go back to reference Wang F, Wu YH, Yang H, Tanida Y, Kamei A (2015) Preliminary investigation of the 20 August 2014 debris flows triggered by a severe rainstorm in Hiroshima city, Japan. Geoenviron Disasters 2(1):17CrossRef Wang F, Wu YH, Yang H, Tanida Y, Kamei A (2015) Preliminary investigation of the 20 August 2014 debris flows triggered by a severe rainstorm in Hiroshima city, Japan. Geoenviron Disasters 2(1):17CrossRef
go back to reference Wei SC, Li HC, Shih HJ, Liu KF (2018) Potential impact of climate change and extreme events on slope land hazard-a case study of Xindian watershed in Taiwan. Nat Hazard Earth Syst 18(12):3283–3296CrossRef Wei SC, Li HC, Shih HJ, Liu KF (2018) Potential impact of climate change and extreme events on slope land hazard-a case study of Xindian watershed in Taiwan. Nat Hazard Earth Syst 18(12):3283–3296CrossRef
go back to reference Whiteley J, Chambers J, Uhlemann S, Wilkinson P, Kendall J (2019) Geophysical monitoring of moisture-induced landslides: a review. Rev Geophys 57(1):106–145CrossRef Whiteley J, Chambers J, Uhlemann S, Wilkinson P, Kendall J (2019) Geophysical monitoring of moisture-induced landslides: a review. Rev Geophys 57(1):106–145CrossRef
go back to reference Wu YH, Liu KF (2014) The influence of countermeasure on debris flow hazards with numerical simulation. In: Landslide science for a safer geoenvironment. Springer, New York, pp 473–478 Wu YH, Liu KF (2014) The influence of countermeasure on debris flow hazards with numerical simulation. In: Landslide science for a safer geoenvironment. Springer, New York, pp 473–478
go back to reference Wu YH, Liu KF (2015a) Formulas for calibration of rheological parameters of Bingham fluid in Couette rheometer. J Fluid Eng-T ASME 137(4):041202CrossRef Wu YH, Liu KF (2015a) Formulas for calibration of rheological parameters of Bingham fluid in Couette rheometer. J Fluid Eng-T ASME 137(4):041202CrossRef
go back to reference Wu YH, Liu KF (2015b) Start-up flow of a Bingham fluid between two coaxial cylinders under a constant wall shear stress. J Non-Newton Fluid Mech 223:116–121CrossRef Wu YH, Liu KF (2015b) Start-up flow of a Bingham fluid between two coaxial cylinders under a constant wall shear stress. J Non-Newton Fluid Mech 223:116–121CrossRef
go back to reference Wu YH, Nakakita E (2019) Assessment of landslide hazards using logistic regression with high-resolution radar rainfall observation and geological factor. J Jpn Soc Civil Eng Ser B1 (Hydraulic Eng) 75(2):157–162 Wu YH, Nakakita E (2019) Assessment of landslide hazards using logistic regression with high-resolution radar rainfall observation and geological factor. J Jpn Soc Civil Eng Ser B1 (Hydraulic Eng) 75(2):157–162
go back to reference Wu YH, Liu KF, Chen YC (2013) Comparison between FLO-2D and Debris-2D on the application of assessment of granular debris flow hazards with case study. J Mt Sci 10(2):293–304CrossRef Wu YH, Liu KF, Chen YC (2013) Comparison between FLO-2D and Debris-2D on the application of assessment of granular debris flow hazards with case study. J Mt Sci 10(2):293–304CrossRef
go back to reference Zhang P, Ma J, Shu H, Han T, Zhang Y (2015) Simulating debris flow deposition using a two-dimensional finite model and soil conservation service-curve number approach for Hanlin gully of southern Gansu (China). Environ Earth Sci 73(10):6417–6426CrossRef Zhang P, Ma J, Shu H, Han T, Zhang Y (2015) Simulating debris flow deposition using a two-dimensional finite model and soil conservation service-curve number approach for Hanlin gully of southern Gansu (China). Environ Earth Sci 73(10):6417–6426CrossRef
Metadata
Title
Coupled empirical–mechanical modeling of debris flows occurred in small ungauged basins
Author
Ying-Hsin Wu
Publication date
01-01-2021
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 2/2021
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-020-09318-3

Other articles of this Issue 2/2021

Environmental Earth Sciences 2/2021 Go to the issue