Flood inundation modelling: A review of methods, recent advances and uncertainty analysis

被引:869
作者
Teng, J. [1 ,2 ]
Jakeman, A. J. [2 ]
Vaze, J. [1 ]
Croke, B. F. W. [2 ]
Dutta, D. [1 ]
Kim, S. [1 ]
机构
[1] CSIRO Land & Water, GPOB 1700, Canberra, ACT 2601, Australia
[2] Australian Natl Univ, Fenner Sch Environm & Soc, Canberra, ACT, Australia
关键词
Flooding; Natural hazards; Large floodplains; High resolution; 1D; 2D; 3D hydrodynamic model; Remote sensing; Environmental flows; GLOBAL SENSITIVITY-ANALYSIS; SMOOTHED PARTICLE HYDRODYNAMICS; DIFFERENCE WATER INDEX; DISTRIBUTED MODELS; SIMULATION; SYSTEM; FLOWS; FLUID; CALIBRATION; PARAMETERS;
D O I
10.1016/j.envsoft.2017.01.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper reviews state-of-the-art empirical, hydrodynamic and simple conceptual models for determining flood inundation. It explores their advantages and limitations, highlights the most recent advances and discusses future directions. It addresses how uncertainty is analysed in this field with the various approaches and identifies opportunities for handling it better. The aim is to inform scientists new to the field, and help emergency response agencies, water resources managers, insurance companies and other decision makers keep up-to-date with the latest developments. Guidance is provided for selecting the most suitable method/model for solving practical flood related problems, taking into account the specific outputs required for the modelling purpose, the data available and computational demands. Multi-model, multi-discipline approaches are recommended in order to further advance this research field. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:201 / 216
页数:16
相关论文
共 114 条
[1]   AN INTRODUCTION TO THE EUROPEAN HYDROLOGICAL SYSTEM - SYSTEME HYDROLOGIQUE EUROPEEN, SHE .1. HISTORY AND PHILOSOPHY OF A PHYSICALLY-BASED, DISTRIBUTED MODELING SYSTEM [J].
ABBOTT, MB ;
BATHURST, JC ;
CUNGE, JA ;
OCONNELL, PE ;
RASMUSSEN, J .
JOURNAL OF HYDROLOGY, 1986, 87 (1-2) :45-59
[2]   Spatial Global Sensitivity Analysis of High Resolution classified topographic data use in 2D urban flood modelling [J].
Abily, Morgan ;
Bertrand, Nathalie ;
Delestre, Olivier ;
Gourbesville, Philippe ;
Duluc, Claire-Marie .
ENVIRONMENTAL MODELLING & SOFTWARE, 2016, 77 :183-195
[3]  
Alcrudo F., 2004, STATE ART REV MATH M, P22
[4]  
[Anonymous], FLOOD RISK SCI MANAG
[5]  
[Anonymous], 2009, DESKTOP REV 2D HYDRA
[6]   A probabilistic modelling system for assessing flood risks [J].
Apel, H ;
Thieken, AH ;
Merz, B ;
Blöschl, G .
NATURAL HAZARDS, 2006, 38 (1-2) :79-100
[7]   Flood risk analyses-how detailed do we need to be? [J].
Apel, H. ;
Aronica, G. T. ;
Kreibich, H. ;
Thieken, A. H. .
NATURAL HAZARDS, 2009, 49 (01) :79-98
[8]   Recent advances in flood forecasting and flood risk assessment [J].
Arduino, G ;
Reggiani, P ;
Todini, E .
HYDROLOGY AND EARTH SYSTEM SCIENCES, 2005, 9 (04) :280-284
[9]   Assessing the uncertainty in distributed model predictions using observed binary pattern information within GLUE [J].
Aronica, G ;
Bates, PD ;
Horritt, MS .
HYDROLOGICAL PROCESSES, 2002, 16 (10) :2001-2016
[10]   A review of surrogate models and their application to groundwater modeling [J].
Asher, M. J. ;
Croke, B. F. W. ;
Jakeman, A. J. ;
Peeters, L. J. M. .
WATER RESOURCES RESEARCH, 2015, 51 (08) :5957-5973