Flash Floods pp 335-376 | Cite as

Research

Chapter

Abstract

The flash flood warning process typically includes monitoring, forecasting and warning dissemination components. With current systems, there are many opportunities for improvements throughout this chain, particularly in the accuracy of observations and forecasts and the efficiency of warning procedures. This chapter highlights a number of recent developments in these areas, including phased array weather radars, wireless sensor networks, adaptive sensing techniques and the provision of warnings to road users. This includes a discussion of some of the challenges in translating research ideas into operational practice and the role that hydrometeorological testbeds can play in this process. Some current research themes in rainfall and flood forecasting are also described which are of particular interest for flash flood applications, including the communication of probabilistic information to end users.

Keywords

Research Hydrometeorological testbeds Precipitation measurement Catchment monitoring Rainfall forecasting Flood forecasting Flood warning Probabilistic forecasts Ensemble forecasts 

References

  1. Addor N, Jaun S, Fundel F, Zappa M (2011) An operational hydrological ensemble prediction system for the city of Zurich (Switzerland): skill, case studies and scenarios. Hydrol Earth Syst Sci 15:2327–2347CrossRefGoogle Scholar
  2. Arattano M, Marchi L (2008) Systems and sensors for debris-flow monitoring and warning. Sensors 8:2436–2452CrossRefGoogle Scholar
  3. Ashley ST, Ashley WS (2008) Flood fatalities in the United States. J Appl Meteorol Climatol 47:805–818CrossRefGoogle Scholar
  4. Bahat Y, Grodek T, Lekach J, Morin E (2009) Rainfall-runoff modeling in a small hyper-arid catchment. J Hydrol 373(1–2):204–217CrossRefGoogle Scholar
  5. Bartholmes JC, Thielen J, Ramos MH, Gentilini S (2009) The European Flood Alert System EFAS – part 2: statistical skill assessment of probabilistic and deterministic operational forecasts. Hydrol Earth Syst Sci 13:141–153CrossRefGoogle Scholar
  6. Basha EA, Ravela S, Rus D (2008) Model-based monitoring for early warning flood detection. SenSys’08, Raleigh, North Carolina, 5–7 Nov 2008Google Scholar
  7. Baumgart LA, Bass EJ, Philips B, Kloesel K (2008) Emergency management decision making during severe weather. Weather Forecast 23:1268–1279CrossRefGoogle Scholar
  8. Beven KJ (2009) Environmental modelling: an uncertain future? Routledge, LondonGoogle Scholar
  9. Bouilloud L, Chancibault K, Vincendon B, Ducrocq V, Habets F, Saulnier G, Anquetin S, Martin E, Noilhan J (2010) Coupling the ISBA land surface model and the TOPMODEL hydrological model for Mediterranean flash-flood forecasting: description, calibration, and validation. J Hydrometeorol 11:315–333CrossRefGoogle Scholar
  10. Bowles DS, Mathias JD, Chauhan SS, Countryman JD (2004) Reservoir release forecast model for flood operation of the Folsom project including pre-releases. In: Proceedings of the 2004 USSD annual lecture, St. Louis, MO, March 2004Google Scholar
  11. Butts MB, Falk AK, Hartnack J, Madsen H, Klinting A, Van Kalken T, Cadman D, Price D (2005) Ensemble-based methods for data assimilation and uncertainty estimation in the FLOODRELIEF project. In: ACTIF international conference on innovation, advances and implementation of flood forecasting technology, Tromsø, Norway, 17–19 October 2005Google Scholar
  12. Carrière J-M, Vincendon B, Brovelli P, Tabary P (2011) Current developments for flash flood forecasting at Météo France. Workshop on flash flood and debris flow forecasting in Mediterranean areas: current advances and examples of local operational systems, Toulouse, 4 February 2011Google Scholar
  13. Cifelli R (2010) HMT-West 2011 field season. HMT-West 2010 annual meeting. Sonoma County Water Agency, Santa Rosa, CA, 7–8 October 2010. http://hmt.noaa.gov/
  14. Cloke HL, Pappenberger F (2009) Ensemble flood forecasting: a review. J Hydrol 375(3–4):613–626CrossRefGoogle Scholar
  15. Coccia G, Todini E (2011) Recent developments in predictive uncertainty assessment based on the model conditional processor approach. Hydrol Earth Syst Sci 15:3253–3274Google Scholar
  16. Collier CG, Cross R, Khatibi R, Levizzani V, Solheim I, Todini E (2005) ACTIF best practice paper – the requirements of flood forecasters for the preparation of specific types of warnings. ACTIF international conference on innovation advances and implementation of flood forecasting technology, Tromsø, Norway, 17–19 October 2005Google Scholar
  17. Costa JE, Cheng RT, Haeni FP, Melcher N, Spicer KR, Hayes E, Plant W, Hayes K, Teague C, Barrick D (2006) Use of radars to monitor stream discharge by noncontact methods. Water Resour Res 42:W07422. doi: 10.1029/2005WR004430 CrossRefGoogle Scholar
  18. Creutin JD, Muste M, Bradley AA, Kim SC, Kruger A (2003) River gauging using PIV techniques: a proof of concept experiment on the Iowa River. J Hydrol 277:182–194CrossRefGoogle Scholar
  19. Dayan U, Morin E (2006) Flash flood producing rainstorms over the Dead Sea: a review. Special paper 401: New Frontiers in Dead Sea Paleoenvironmental Research, 401:53–62Google Scholar
  20. Delrieu G, Ducrocq V, Gaume E, Nicol J, Payrastre O, Yates E, Kirstetter P-E, Andrieu H, Ayral P-A, Bouvier C, Creutin J-D, Livet M, Anquetin S, Lang M, Neppel L, Obled C, Parent-Du-Châtelet J, Saulnier G-M, Walpersdorf A, Wobrock W (2005) The catastrophic flash-flood event of 8–9 September 2002 in the Gard region, France: a first case study for the Cévennes–Vivarais Mediterranean Hydrometeorological Observatory. J Hydrometeorol 6:34–52CrossRefGoogle Scholar
  21. Demeritt D, Nobert S, Cloke H, Pappenberger F (2010) Challenges in communicating and using ensembles in operational flood forecasting. Meteorol Appl 17:209–222CrossRefGoogle Scholar
  22. Demeritt D, Nobert S, Cloke HL, Pappenberger F (2012) The European Flood Alert System and the communication, perception, and use of ensemble predictions for operational flood risk management. Hydrological Processes, doi:  10.1002/hyp.9419
  23. Dettinger MD, Ralph FM, Hughes M, Das T, Neiman P, Cox D, Estes G, Reynolds D, Hartman R, Cayan D, Jones L (2012) Design and quantification of an extreme winter storm scenario for emergency preparedness and planning exercises in California. Nat Hazards, 60:1085–1111Google Scholar
  24. Drobot SD, Benight C, Gruntfest EC (2007) Risk factors for driving into flooded roads. Environ Hazards 7(3):227–234Google Scholar
  25. Environment Agency (2007) Risk assessment for flood incident management. Joint Defra/Environment Agency Flood and Coastal Erosion Risk Management R&D Programme. R&D technical report SC050028/SR1Google Scholar
  26. Féral L, Sauvageot H, Castanet L, Lemorton J (2003) HYCELL – a new hybrid model of the rain horizontal distribution for propagation studies: 1. Modeling of the rain cell. Radio Sci 38:1056CrossRefGoogle Scholar
  27. Fujita I, Hino T (2003) Unseeded and seeded PIV measurements of river flows videotaped from a helicopter. J Vis 6(3):245–252CrossRefGoogle Scholar
  28. Fujita I, Muste M (2011) Preface to the special issue on image velocimetry. J Hydro-environ Res 5(4):213CrossRefGoogle Scholar
  29. Fujita I, Tsubaki R, Deguchi T (2007) PIV measurement of large-scale river surface flow during flood by using a high resolution video camera from a helicopter, Book of extended abstracts, Hydraulic measurements and experimental methods, Lake Placid, 10–12 September 2007Google Scholar
  30. Georgakakos KP, Graham NE, Georgakakos AP, Yao H (2007) Demonstrating Integrated Forecast and Reservoir Management (INFORM) for Northern California in an operational environment. IAHS Publication, 313:439–444, WallingfordGoogle Scholar
  31. Gilleland E, Ahijevych DA, Brown BG, Ebert EE (2010) Verifying forecasts spatially. Bull Am Meteorol Soc 91:1365–1373CrossRefGoogle Scholar
  32. Giustarini L, Matgen P, Hostache R, Montanari M, Plaza D, Pauwels VRN, De Lannoy GJM, De Keyser R, Pfister L, Hoffmann L, Savenije HHG (2011) Assimilating SAR-derived water level data into a hydraulic model: a case study. Hydrol Earth Syst Sci 15:2349–2365CrossRefGoogle Scholar
  33. Goldreich Y (1995) Temporal variations of rainfall in Israel. Clim Res 5:167–179CrossRefGoogle Scholar
  34. Haberlandt U, Sester M (2010) Areal rainfall estimation using moving cars as rain gauges– a modelling study. Hydrol Earth Syst Sci 14:1139–1151CrossRefGoogle Scholar
  35. Haimes YY (2009) Risk modeling, assessment, and management, 3rd edn. Wiley, ChichesterGoogle Scholar
  36. Heinselman PL, Priegnitz DL, Manross KL, Smith TM, Adams RW (2008) Rapid sampling of severe storms by the National Weather Radar Testbed phased array radar. Weather Forecast 23:808–824CrossRefGoogle Scholar
  37. Hou AY, Skofronick-Jackson G, Kummerow CD, Shepherd JM (2008) Global Precipitation Measurement. In: Michaelides S (ed) Precipitation: advances in measurement, estimation and prediction. Springer, DordrechtGoogle Scholar
  38. Hoult N, Bennett PJ, Stoianov I, Maksimovic C, Fidler P, Middleton C, Graham N, Soga K (2009) Wireless sensor networks: creating ‘smart infrastructure’. Proc Inst Civ Eng, Civ Eng 162(CE3):136–143Google Scholar
  39. Houston AL, Argrow B, Elston J, Lahowetz J, Frew EW, Kennedy PC (2012) The collaborative Colorado-Nebraska unmanned aircraft system experiment. Bull Am Meteorol Soc 93:39–54CrossRefGoogle Scholar
  40. Hughes D, Greenwood P, Blair G, Coulson G, Pappenberger F, Smith P, Beven K (2006) An intelligent and adaptable grid-based flood monitoring and warning system. 5th UK eScience All Hands Meeting, AHM’06, NottinghamGoogle Scholar
  41. Jolliffe IT, Stephenson DB (2011) Forecast verification. A practitioner’s guide in atmospheric science, 2nd edn. Wiley, ChichesterCrossRefGoogle Scholar
  42. Kahana R, Baruch Z, Yehouda E, Dayan U (2002) Synoptic climatology of major floods in the Negev Desert, Israel. Int J Climatol 22:867–882CrossRefGoogle Scholar
  43. Katz RW, Murphy AH (eds) (1997) Economic value of weather and climate forecasts. Cambridge University Press, CambridgeGoogle Scholar
  44. Kok CJ, Wichers Schreur BGJ, Vogelezang DHP (2010) Meteorological support for anticipatory water management. Atmospheric Res 100(2–3):285–295Google Scholar
  45. König M, Winther J-G, Isaksson E (2001) Measuring snow and glacier ice properties from satellite. Rev Geophys 39(1):1–27CrossRefGoogle Scholar
  46. Krzysztofowicz R (2001) The case for probabilistic forecasting in hydrology. J Hydrol 249:2–9CrossRefGoogle Scholar
  47. Krzysztofowicz R, Kelly KS (2000) Hydrologic uncertainty processor for probabilistic river stage forecasting. Water Resour Res 36(11):3265–3277CrossRefGoogle Scholar
  48. Krzysztofowicz R, Kelly KS, Long D (1994) Reliability of flood warning systems. ASCE J Water Resour Plann Manag 120(6):906–926CrossRefGoogle Scholar
  49. Langland R (2005) Issues in targeted observing. Q J R Meteorol Soc 131:3409–3425CrossRefGoogle Scholar
  50. Le Coz J, Hauet A, Pierrefeu G, Dramais G, Camenen B (2010) Performance of image-based velocimetry (LSPIV) applied to flash-flood discharge measurements in Mediterranean rivers. J Hydrol 394(1–2):42–52CrossRefGoogle Scholar
  51. Le Dimet F-X, Castaings W, Ngnepieba P, Vieux B (2009) Data assimilation in hydrology: variational approach. In: Data assimilation for atmospheric, oceanic and hydrologic applications. Springer, Berlin/HeidelbergGoogle Scholar
  52. Lee H, Seo DJ, Koren V (2011) Assimilation of streamflow and in situ soil moisture data into operational distributed hydrologic models: effects of uncertainties in the data and initial model soil moisture states. Adv Water Resour 34(12):1597–1615Google Scholar
  53. Leijnse H, Uijlenhoet R, Stricker JNM (2007) Rainfall measurement using radio links from cellular communication networks. Water Resour Res 43:W03201CrossRefGoogle Scholar
  54. Liu Y, Weerts AH, Clark M, Hendricks Franssen H-J, Kumar S, Moradkhani H, Seo D-J, Schwanenberg S, Smith P, van Dijk AIJM, van Velzen N, He M, Lee H, Noh SJ, Rakovec O, Restrepo P (2012) Advancing data assimilation in operational hydrologic forecasting: progress, challenges, and emerging opportunities. Hydrol Earth Syst Sci Discuss 9:3415–3472CrossRefGoogle Scholar
  55. Martina MLV, Todini E (2009) Bayesian rainfall thresholds for flash flood guidance. In: Samuels P et al (eds) Flood risk management: research and practice. Taylor & Francis, LondonGoogle Scholar
  56. Martner BE, Yuter SE, White AB, Matrosov SY, Kingsmill DE, Ralph FM (2008) Raindrop size distributions and rain characteristics in California coastal rainfall for periods with and without a radar bright band. J Hydrometeorol 9:408–425CrossRefGoogle Scholar
  57. McLaughlin D, Pepyne D, Chandrasekar V, Philips B, Kurose J, Zink M, Droegemeier K, Cruz-Pol S, Junyent F, Brotzge J, Westbrook D, Bharadwaj N, Wang Y, Lyons E, Hondl K, Liu Y, Knapp E, Xue M, Hopf A, Kloesel K, DeFonzo A, Kollias P, Brewster K, Contreras R, Dolan B, Djaferis T, Insanic E, Frasier S, Carr F (2009) Short-wavelength technology and the potential for distributed networks of small radar systems. Bull Am Meteorol Soc 90:1797–1817CrossRefGoogle Scholar
  58. Meischner P, Collier C, Illingworth A, Joss J, Randeu W (1997) Advanced weather radar systems in Europe: the COST 75 action. Bull Am Meteorol Soc 78:1411–1430CrossRefGoogle Scholar
  59. Moradkhani H, Hsu K-L, Gupta H, Sorooshian S (2005) Uncertainty assessment of hydrologic model states and parameters: sequential data assimilation using the particle filter. Water Resour Res 41:W05012CrossRefGoogle Scholar
  60. Morin E, Yakir H (2012) The flooding potential of convective rain cells. In: Moore RJ, Cole SJ, Illingworth AJ (eds) weather radar and hydrology. IAHS Publication 351, WallingfordGoogle Scholar
  61. Morin E, Jacoby Y, Navon S, Bet-Halachmi E (2009) Towards flash-flood prediction in the dry Dead Sea region utilizing radar rainfall information. Adv Water Resour 32:1066–1076CrossRefGoogle Scholar
  62. Morss RE, Ralph FM (2007) Use of information by National Weather Service forecasters and emergency managers during CALJET and PACJET-2001. Weather Forecast 22:539–555CrossRefGoogle Scholar
  63. Muste M, Fujita I, Hauet A (2008) Large-scale particle image velocimetry for measurements in riverine environments. Water Resour Res 44(W00D19). doi: 10.1029/2008WR006950
  64. National Research Council (2002) Weather radar technology beyond NEXRAD. National Academies Press, Washington, DC. http://www.nap.edu
  65. National Research Council (2006) Completing the forecast: characterizing and communicating uncertainty for better decisions using weather and climate forecasts. National Academies Press, Washington, DC. http://www.nap.edu/
  66. Naulin JP, Gaume E, Payrastre O (2011) Distributed hydrological nowcasting for the management of the road network in the Gard Department (France). Geophys Res Abstracts, 13: EGU2011-5745Google Scholar
  67. Neal JC, Atkinson PM, Hutton CW (2012) Adaptive space–time sampling with wireless sensornodes for flood forecasting. J Hydrol 414–415:136–147CrossRefGoogle Scholar
  68. Neiman PJ, White AB, Ralph FM, Gottas DJ, Gutman SI (2009) A water vapour flux tool for precipitation forecasting. Proc ICE 162(2):83–94Google Scholar
  69. Ni-Meister W (2008) Recent advances on soil moisture data assimilation. Phys Geogr 29(1):19–37CrossRefGoogle Scholar
  70. NOAA (2010a) Flash flood early warning system reference guide. University Corporation for Atmospheric Research, Denver. http://www.meted.ucar.edu
  71. NOAA (2010b) Hydrometeorology Testbed. Handout. http://hmt.noaa.gov/
  72. Noilhan J, Planton S (1989) A simple parametrization of land surface processes for meteorological models. Mon Weather Rev 117:536–549CrossRefGoogle Scholar
  73. OFCM (2006) Federal research and development needs and priorities for phased array radar. Office of the Federal Coordinator for Meteorological Services and Supporting Research (OFCM), Report FCM-R25-2006, Silver Springs. http://www.ofcm.gov/
  74. Pappenberger F, Bogner K, Wetterhall F, He Y, Cloke HL, Thielen J (2011a) Forecast convergence score: a forecaster’s approach to analyzing hydro-meteorological forecast systems. Adv Geosci 29:27–32CrossRefGoogle Scholar
  75. Pappenberger F, Cloke HL, Persson A, Demeritt D (2011b) On forecast (in)consistency in a hydro-meteorological chain: curse or blessing? Hydrol Earth Syst Sci 15:2391–2400Google Scholar
  76. Pellarin T, Delrieu G, Saulnier GM, Andrieu H, Vignal B, Creutin JD (2002) Hydrologic visibility of weather radar systems operating in mountainous regions: case study for the Ardèche catchment (France). J Hydrometeorol 3:539–555CrossRefGoogle Scholar
  77. Persson A (2011) User guide to ECMWF forecast products, October 2011, Reading. http://www.ecmwf.int/
  78. Raftery AE, Gneiting T, Balabdaoui F, Polakowski M (2005) Using Bayesian Model Averaging to calibrate forecast ensembles. Mon Weather Rev 133:1155–1174CrossRefGoogle Scholar
  79. Rahimi AR, Upton GJG, Holt AR (2004) Dual-frequency links—a complement to gauges and radar for the measurement of rain. J Hydrol 288(1–2):3–12CrossRefGoogle Scholar
  80. Ralph FM, Dettinger MD (2011) Storms, floods, and the science of atmospheric rivers. EOS Trans, Am Geophys U 92(32):265–272CrossRefGoogle Scholar
  81. Ralph FM, Rauber RM, Jewett BF, Kingsmill DE, Pisano P, Pugner P, Rasmussen RM, Reynolds DW, Schlatter TW, Stewart RE, Tracton S, Waldstreicher JS (2005) Improving short-term (0–48 h) cool-season Quantitative Precipitation Forecasting: recommendations from a USWRP workshop. Bull Am Meteorol Soc 86(11):1619–1632CrossRefGoogle Scholar
  82. Ralph FM, Sukovich E, Reynolds D, Dettinger M, Weagle S, Clark W, Neiman PJ (2010) Assessment of extreme Quantitative Precipitation Forecasts and development of regional extreme event thresholds using data from HMT-2006 and COOP observers. J Hydrometeorol 11:1286–1304CrossRefGoogle Scholar
  83. Ramos MH, Mathevet T, Thielen J, Pappenberger F (2010) Communicating uncertainty in hydro-meteorological forecasts: mission impossible? Meteorol Appl 17:223–235CrossRefGoogle Scholar
  84. Richardson D (2012) Economic value and skill. In: Jolliffe IT, Stephenson DB (eds) Forecast verification: a practitioners guide in atmospheric science, 2nd edn. Wiley, ChichesterGoogle Scholar
  85. Roe J, Dietz C, Restrepo P, Halquist J, Hartman R, Horwood R, Olsen B, Opitz H, Shedd R, Welles E (2010) NOAA’s Community Hydrologic Prediction System. 2nd Joint Federal Interagency Conference, Las Vegas, 27 June–1 July 2010Google Scholar
  86. Roulin R (2007) Skill and relative economic value of medium-range ensemble predictions. Hydrol Earth Syst Sci 11:725–737CrossRefGoogle Scholar
  87. Roulston MS, Smith L (2004) The boy who cried wolf revisited: the impact of false alarm intolerance on cost-loss scenarios. Weather Forecast 19(2):391–397CrossRefGoogle Scholar
  88. Ruf CS, Aydin K, Mathur S, Bobak JP (1996) 35-GHz dual-polarization propagation link for rain-rate estimation. J Atmos Ocean Technol 13:419–425CrossRefGoogle Scholar
  89. Ruin I, Gaillard JC, Lutoff C (2007) How to get there? Assessing motorists’ flash flood risk perception on daily itineraries. Environ Hazards 7:235–244CrossRefGoogle Scholar
  90. Schaake JC, Hamill TM, Buizza R, Clark M (2007) HEPEX the Hydrological Ensemble Prediction Experiment. Bull Am Meteorol Soc 88:1541–1547CrossRefGoogle Scholar
  91. Seity Y, Brousseau P, Malardel S, Hello G, Bénard P, Bouttier F, Lac C, Masson V (2011) The AROME-France convective-scale operational model. Mon Weather Rev 139:976–991CrossRefGoogle Scholar
  92. Sene K, Weerts AH, Beven K, Moore RJ, Whitlow C, Laeger S, Cross R (2012) Uncertainty estimation in fluvial flood forecasting applications. In: Beven K, Hall J (eds) Applied uncertainty analysis for flood risk management. Imperial College Press, LondonGoogle Scholar
  93. Seo D-J, Herr HD, Schaake JC (2006) A statistical post-processor for accounting of hydrologic uncertainty in short-range ensemble streamflow prediction. Hydrol Earth Syst Sci 3:1987–2035CrossRefGoogle Scholar
  94. Sills DM (2009) On the MSC forecasters forums and the future role of the human forecaster. Bull Am Meteorol Soc 90:619–627CrossRefGoogle Scholar
  95. Sills D, Driedger N, Greaves B, Hung E, Paterson R (2009) iCAST: a prototype thunderstorm nowcasting system focused on optimization of the human-machine mix. In: Proceedings of the World Meteorological Organization symposium on nowcasting and very short term forecasting, Whistler, 31 August–4 September 2009Google Scholar
  96. Simonovic SP, Ahmad S (2005) Computer-based model for flood evacuation emergency planning. Nat Hazards 34:25–51CrossRefGoogle Scholar
  97. Smith PJ, Hughes D, Beven KJ, Cross P, Tych W, Coulson G, Blair G (2009) Towards the provision of site specific flood warnings using wireless sensor networks. Meteorol Appl 16:57–64CrossRefGoogle Scholar
  98. Smith PJ, Beven KJ, Weerts AH, Leedal D (2012) Adaptive correction of deterministic models to produce accurate probabilistic forecasts. Hydrol Earth Syst Sci 16:2783–2799Google Scholar
  99. Sorenson JH, Mileti DS (1987) Decision-making uncertainties in emergency warning system organisation. Int J Mass Emerg Disasters 5(1):33–61Google Scholar
  100. Stensrud DJ, Xue M, Wicker LJ, Kelleher KE, Foster MP, Schaefer T, Schneider RS, Benjamin SG, Weygandt SS, Ferree JT, Tuell JP (2009) Convective-scale warn-on-forecast system: a vision for 2020. Bull Am Meteorol Soc 90(10):1487–1499CrossRefGoogle Scholar
  101. Stoianov I, Nachman L, Madden S (2007) PIPENET: a wireless sensor network for pipeline monitoring. 6th international symposium on information processing in sensor networks, Cambridge, MA, 25–27 April 2007Google Scholar
  102. Stringer R (2006) An historical view of adaptive observing strategies in Australia. TECO-2006 – WMO technical conference on meteorological and environmental instruments and methods of observation, 4–6 December 2006, Geneva. http://www.wmo.int/pages/prog/www/
  103. Thorpe AJ, Peterson GN (2006) Predictability and targeted observations. In: Palmer T, Hagedorn R (eds) Predictability of weather and climate. Cambridge University Press, CambridgeGoogle Scholar
  104. Todini E (2005) Holistic flood management and decision support systems. In: Knight DW, Shamseldin AY (eds) River basin modelling for flood risk mitigation. Taylor & Francis, LondonGoogle Scholar
  105. Todini E (2008) A model conditional processor to assess predictive uncertainty in flood forecasting. Int J River Basin Manag 6(2):123–137CrossRefGoogle Scholar
  106. UN/ISDR (2006) Guidelines for reducing flood losses. International Strategy for Disaster Reduction, United Nations, Geneva. http://www.unisdr.org
  107. Vasiloff SV, Seo D-J, Howard KW, Zhang J, Kitzmiller DH, Mullusky MG, Krajewski WF, Brandes EA, Rabin RM, Berkowitz DS, Brooks HE, McGinley JA, Kuligowski RJ, Brown BG (2007) Improving QPE and very short term QPF: An Initiative for a Community-Wide Integrated Approach. Bull Am Meteorol Soc, 88(12):1899–1911CrossRefGoogle Scholar
  108. Verkade JS, Werner MGF (2011) Estimating the benefits of single value and probability forecasting for flood warning. Hydrol Earth Syst Sci 15:3751–3765CrossRefGoogle Scholar
  109. Versini PA, Gaume E, Andrieu H (2010) Assessment of the susceptibility of roads to flooding based on geographical information – test in a flash flood prone area (the Gard region, France). Nat Hazards Earth Syst Sci 10:793–803CrossRefGoogle Scholar
  110. Vié B, Nuissier O, Ducrocq V (2011) Cloud-resolving ensemble simulations of Mediterranean heavy precipitating events: uncertainty on initial conditions and lateral boundary conditions. Mon Weather Rev 139(2):403–423CrossRefGoogle Scholar
  111. Vincendon B, Ducrocq V, Nuissier O, Vié B (2011) Perturbation of convection-permitting NWP forecasts for flash-flood ensemble forecasting. Nat Hazards Earth Syst Sci 11:1529–1544CrossRefGoogle Scholar
  112. Volkmann THM, Lyon SW, Gupta HV, Troch PA (2010) Multicriteria design of rain gauge networks for flash flood prediction in semiarid catchments with complex terrain.Water Resour Res 46:W11554Google Scholar
  113. Wagner W, Blöschl G, Pampaloni P, Calvet J-C, Bizarri B, Wigneron J-P, Kerr Y (2007) Operational readiness of microwave remote sensing of soil moisture for hydrologic applications. Nordic Hydrol 38(1):1–20CrossRefGoogle Scholar
  114. Weerts AH, Winsemius HC, Verkade1 JS (2011) Estimation of predictive hydrological uncertainty using quantile regression: examples from the National Flood Forecasting System (England and Wales). Hydrol Earth Syst Sci 15:255–265CrossRefGoogle Scholar
  115. Weerts AH, Seo DJ, Werner M, Schaake J (2012) Operational hydrological ensemble forecasting. In: Beven K, Hall J (eds) Applied uncertainty analysis for flood risk management. Imperial College Press, LondonGoogle Scholar
  116. Wernli H, Paulat M, Hagen M, Frei C (2008) SAL-A novel quality measure for the verification of quantitative precipitation forecasts. Mon Weather Rev 136:4470–4487CrossRefGoogle Scholar
  117. White AB, Gottas DJ, Henkel AF, Neiman PJ, Ralph FM, Gutman SI (2010) Developing a performance measure for snow-level forecasts. J Hydrometeorol 11:739–753CrossRefGoogle Scholar
  118. White AB, Colman B, Carter GM, Ralph FM, Webb RS, Brandon DG, King CW, Neiman PJ, Gottas DJ, Jankov I, Brill KF, Zhu Y, Cook K, Buehner HE, Opitz H, Reynolds DW, Schick LJ (2012) NOAA’s rapid response to the Howard A. Hanson Dam flood risk management crisis. Bull Am Meteorol Soc 93(2):189–207CrossRefGoogle Scholar
  119. Wilson JW, Feng Y, Chen M, Roberts RD (2010) Status of nowcasting convective storms. ERAD 2010 – the sixth European conference on radar in meteorology and hydrology, Sibiu, 6–10 September 2010Google Scholar
  120. World Meteorological Organisation (2007) Guide to the Global Observing System, 3rd. edn WMO-No. 488, GenevaGoogle Scholar
  121. World Meteorological Organisation (2008a) Guide to meteorological instruments and methods of observation. WMO-No. 8, GenevaGoogle Scholar
  122. World Meteorological Organisation (2008b) Guidelines on communicating forecast uncertainty. WMO/TD-No. 1422, GenevaGoogle Scholar
  123. World Meteorological Organisation (2011) Manual on flood forecasting and warning. WMO-No. 1072, GenevaGoogle Scholar
  124. Yakir H, Morin E (2011) Hydrologic response of a semi-arid watershed to spatial and temporal characteristics of convective rain cells. Hydrol Earth Syst Sci 15:393–404CrossRefGoogle Scholar
  125. Yatheendradas S, Wagener T, Gupta, H, Unkrich C, Goodrich D, Schaffner M, Stewart A (2008) Understanding uncertainty in distributed flash flood forecasting for semiarid regions. Water Resour Res 44:W05S19 doi: 10.1029/2007WR005940
  126. Young PC, Romanowicz R, Beven K (2012) A data-based mechanistic modelling approach to real-time flood forecasting. In: Beven K, Hall J (eds) Applied uncertainty analysis for flood risk management. Imperial College Press, LondonGoogle Scholar
  127. Zinevich A, Messer H, Alpert P (2010) Prediction of rainfall intensity measurement errors using commercial microwave communication links. Atmos Meas Tech 3:1385–1402CrossRefGoogle Scholar
  128. Zrnic DS, Kimpel JF, Forsyth DE, Shapiro A, Crain G, Ferek R, Heimmer J, Benner W, McNellis TJ, Vogt RJ (2007) Agile-beam phased array radar for weather observations. Bull Am Meteorol Soc 88:1753–1766CrossRefGoogle Scholar

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© Springer Science+Business Media Dordrecht. 2013

Authors and Affiliations

  1. 1.UK Engineering ConsultancyWarringtonUK

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