Forecasting flash floods using data-based mechanistic models and NORA radar rainfall forecasts
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Keith Beven | L. Panziera | P. J. Smith | K. Beven | Paul Smith | L. Panziera | Paul Smith | Paul Smith
[1] U. Germann,et al. Radar precipitation measurement in a mountainous region , 2006 .
[2] Keith Beven,et al. Flash flood forecasting using Data-Based Mechanistic models and radar rainfall forecasts , 2012 .
[3] Anthony J. Jakeman,et al. An instrumental variable method for model order identification , 1980, Autom..
[4] Martyn P. Clark,et al. HEPEX: The Hydrological Ensemble Prediction Experiment , 2007 .
[5] M. Sklar. Fonctions de repartition a n dimensions et leurs marges , 1959 .
[6] I. Zawadzki,et al. Scale-Dependence of the Predictability of Precipitation from Continental Radar Images. Part I: Description of the Methodology , 2002 .
[7] C. De Michele,et al. On the Use of Copulas in Hydrology: Theory and Practice , 2007 .
[8] U. Germann,et al. Can Lagrangian Extrapolation of Radar Fields Be Used for Precipitation Nowcasting over Complex Alpine Orography , 2012 .
[9] P. Young,et al. Refined instrumental variable methods of recursive time-series analysis Part II. Multivariable systems , 1979 .
[10] Fred C. Schweppe,et al. Evaluation of likelihood functions for Gaussian signals , 1965, IEEE Trans. Inf. Theory.
[11] Peter C. Young,et al. Top‐down and data‐based mechanistic modelling of rainfall–flow dynamics at the catchment scale , 2003 .
[12] Florian Pappenberger,et al. Multiscale error analysis, correction, and predictive uncertainty estimation in a flood forecasting system , 2011 .
[13] P. Young,et al. Data assimilation and adaptive forecasting of water levels in the river Severn catchment, United Kingdom , 2006 .
[14] Peter C Young,et al. Advances in real–time flood forecasting , 2002, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.
[15] U. Germann,et al. NORA–Nowcasting of Orographic Rainfall by means of Analogues , 2011 .
[16] Florian Pappenberger,et al. Monthly‐, medium‐, and short‐range flood warning: testing the limits of predictability , 2009 .
[17] I. Zawadzki,et al. Predictability of Precipitation from Continental Radar Images. Part IV: Limits to Prediction. , 2006 .
[18] Jianqing Fan,et al. Local polynomial modelling and its applications , 1994 .
[19] Peter C. Young,et al. Data-based mechanistic modelling and the rainfall-flow non-linearity. , 1994 .
[20] R. Nelsen. An Introduction to Copulas , 1998 .
[21] Roman Krzysztofowicz,et al. Bayesian ensemble forecast of river stages and ensemble size requirements , 2010 .
[22] U. Germann,et al. MAP D-PHASE: Real-Time Demonstration of Weather Forecast Quality in the Alpine region , 2009 .
[23] Roman Krzysztofowicz,et al. Precipitation uncertainty processor for probabilistic river stage forecasting , 2000 .
[24] P. Young,et al. Identification of non-linear stochastic systems by state dependent parameter estimation , 2001 .
[25] Florian Pappenberger,et al. Ensemble flood forecasting: a review. , 2009 .
[26] S. Satchell,et al. THE BERNSTEIN COPULA AND ITS APPLICATIONS TO MODELING AND APPROXIMATIONS OF MULTIVARIATE DISTRIBUTIONS , 2004, Econometric Theory.
[27] Andrea Castelletti,et al. The data-based mechanistic approach in hydrological modelling , 2007 .
[28] Ezio Todini,et al. A model conditional processor to assess predictive uncertainty in flood forecasting , 2008 .
[29] Urs Germann,et al. The relation between airflow and orographic precipitation on the southern side of the Alps as revealed by weather radar , 2010 .
[30] S. Vogt,et al. MAP D‐PHASE: real‐time demonstration of hydrological ensemble prediction systems , 2008 .
[31] P. Young,et al. Refined instrumental variable methods of recursive time-series analysis Part I. Single input, single output systems , 1979 .
[32] A. Bárdossy,et al. Geostatistical interpolation using copulas , 2008 .
[33] A. Brath,et al. A stochastic approach for assessing the uncertainty of rainfall‐runoff simulations , 2004 .
[34] Roman Krzysztofowicz,et al. Bayesian theory of probabilistic forecasting via deterministic hydrologic model , 1999 .
[35] Tiziana Paccagnella,et al. The COSMO-LEPS mesoscale ensemble system: validation of the methodology and verification , 2005 .
[36] Peter C. Young,et al. The data-based mechanistic approach to the modelling, forecasting and control of environmental systems , 2006, Annu. Rev. Control..
[37] Keith Beven,et al. On the colour and spin of epistemic error (and what we might do about it) , 2011 .
[38] Satishs Iyengar,et al. Multivariate Models and Dependence Concepts , 1998 .
[39] Davide Luciano De Luca,et al. Rainfall nowcasting by at site stochastic model P.R.A.I.S.E. , 2007 .
[40] Keith Beven,et al. Towards the provision of site specific flood warnings using wireless sensor networks , 2009 .
[41] J. S. Verkade,et al. Estimation of Predictive Hydrological Uncertainty using Quantile Regression , 2010 .
[42] M. Zappa,et al. Technical Note: Updating procedure for flood forecasting with conceptual HBV-type models , 2006 .
[43] Kevin Horsburgh,et al. Data‐based mechanistic modelling of tidally affected river reaches for flood warning purposes: an example on the River Dee, UK , 2013 .
[44] Peter Krahe,et al. The COST 731 Action : a review on uncertainty propagation in advanced hydro-meteorological forecast systems , 2011 .
[45] W. Briggs. Statistical Methods in the Atmospheric Sciences , 2007 .
[46] Jörg Dietrich,et al. Assessing uncertainties in flood forecasts for decision making: prototype of an operational flood management system integrating ensemble predictions , 2009 .
[47] Bill Ravens,et al. An Introduction to Copulas , 2000, Technometrics.
[48] C. Obled,et al. Quantitative precipitation forecasts: a statistical adaptation of model outputs through an analogues sorting approach , 2002 .
[49] Keith Beven,et al. A staggered approach to flash flood forecasting – case study in the Cévennes region , 2011 .
[50] Peter C. Young,et al. A data based mechanistic approach to nonlinear flood routing and adaptive flood level forecasting , 2008 .
[51] M. Zappa,et al. Hydrological aspects of the Mesoscale Alpine Programme: findings from field experiments and simulations , 2007 .
[52] M. Zappa,et al. Technical Note: Real-time updating procedure for flood forecasting with conceptual HBV-type models , 2006 .
[53] Rodney C. Wolff,et al. Methods for estimating a conditional distribution function , 1999 .
[54] L. Braun. Simulation of snowmelt runoff in lowland and lower Alpine regions of Switzerland , 1984 .
[55] Vijay P. Singh,et al. Frequency analysis of droughts using the Plackett copula and parameter estimation by genetic algorithm , 2010 .
[56] A. Montani,et al. A spatial verification method applied to the evaluation of high‐resolution ensemble forecasts , 2008 .
[57] Keith Beven,et al. Forecasting river levels during flash floods using Data Based Mechanistic models, online data assimilation and meteorological forecasts , 2010 .
[58] Caroline Keef,et al. Spatial dependence in extreme river flows and precipitation for Great Britain. , 2009 .
[59] Peter C. Young,et al. THE UNCERTAINTY CASCADE IN FLOOD FORECASTING , 2006 .
[60] Peter Young,et al. Data-based Mechanistic Modelling and Validation of Rainfall-flow Processes , 2001 .
[61] Peter C. Young,et al. Data-based mechanistic modelling and the simplification of environmental systems. , 2004 .
[62] Bruce E. Hansen,et al. Nonparametric Estimation of Smooth Conditional Distributions , 2004 .
[63] U. Germann,et al. Superposition of three sources of uncertainties in operational flood forecasting chains , 2011 .