A review of advances in flash flood forecasting

被引:327
|
作者
Hapuarachchi, H. A. P. [1 ]
Wang, Q. J. [1 ]
Pagano, T. C. [1 ]
机构
[1] CSIRO Land & Water, Highett, Vic 3190, Australia
关键词
flash floods; advances; forecasts; remote sensing; hydrological models; quantitative precipitation forecasts; QUANTITATIVE PRECIPITATION FORECASTS; VEGETATION OPTICAL DEPTH; SOIL-MOISTURE; RADAR RAINFALL; NEURAL-NETWORK; PASSIVE MICROWAVE; SURFACE-TEMPERATURE; EXTREME FLOODS; MODEL; REAL;
D O I
10.1002/hyp.8040
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Flash flooding is one of the most hazardous natural events, and it is frequently responsible for loss of life and severe damage to infrastructure and the environment. Research into the use of new modelling techniques and data types in flash flood forecasting has increased over the past decade, and this paper presents a review of recent advances that have emerged from this research. In particular, we focus on the use of quantitative precipitation estimates and forecasts, the use of remotely sensed data in hydrological modelling, developments in forecasting models and techniques, and uncertainty estimates. Over the past decade flash flood forecast lead-time has expanded up to six hours due to improved rainfall forecasts. However the largest source of uncertainty of flash flood forecasts remains unknown future precipitation. An increased number of physically based hydrological models have been developed and used for flash flood forecasting and they have been found to give more plausible results when compared with the results of conceptual, statistical, and neural network models. Among the three methods for deciding flash flood occurrence discussed in this review, the rainfall comparison method (flash flood guidance) is most commonly used for flash flood forecasting as it is easily understood by the general public. Unfortunately, no existing model is capable of making reliable flash flood forecasts in urban watersheds even though the incidence of urban flash flooding is increasing due to increasing urbanisation. Copyright (C) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:2771 / 2784
页数:14
相关论文
共 50 条
  • [1] Flash flood forecasting
    Davis, RS
    [J]. 19TH CONFERENCE ON SEVERE LOCAL STORMS, 1998, : 395 - 395
  • [2] Recent Advances in Real-Time Pluvial Flash Flood Forecasting
    Zanchetta, Andre D. L.
    Coulibaly, Paulin
    [J]. WATER, 2020, 12 (02)
  • [3] Forecasting and Projection of Flash Flood
    Bronstert, Axel
    Buerger, Gerhard
    Pfister, Angela
    [J]. HYDROLOGIE UND WASSERBEWIRTSCHAFTUNG, 2021, 65 (06): : 260 - 261
  • [4] Advances in flood forecasting - Foreword
    Ghazi, A
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2005, 9 (04) : 279 - 279
  • [5] A method for probabilistic flash flood forecasting
    Hardy, Jill
    Gourley, Jonathan J.
    Kirstetter, Pierre-Emmanuel
    Hong, Yang
    Kong, Fanyou
    Flamig, Zachary L.
    [J]. JOURNAL OF HYDROLOGY, 2016, 541 : 480 - 494
  • [6] Recent advances in flood forecasting and flood risk assessment
    Arduino, G
    Reggiani, P
    Todini, E
    [J]. HYDROLOGY AND EARTH SYSTEM SCIENCES, 2005, 9 (04) : 280 - 284
  • [7] The use of HBV model for flash flood forecasting
    Kobold, M
    Brilly, M
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2006, 6 (03) : 407 - 417
  • [8] A spatially distributed flash flood forecasting model
    Bloeschl, Gunter
    Reszler, Christian
    Komma, Jurgen
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2008, 23 (04) : 464 - 478
  • [9] PRECIPITATION FORECASTING FOR FLASH-FLOOD EVENTS
    TUCKER, DF
    REITER, ER
    [J]. PROCEEDINGS OF EIGHTH ANNUAL AGU FRONT RANGE BRANCH: HYDROLOGY DAYS, 1988, : 314 - 321
  • [10] Flash flood forecasting: What are the limits of predictability?
    Collier, C. G.
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2007, 133 (622) : 3 - 23