Validation of a 30 m resolution flood hazard model of the conterminous United States

被引:233
作者
Wing, Oliver E. J. [1 ,2 ]
Bates, Paul D. [1 ,2 ]
Sampson, Christopher C. [1 ,2 ]
Smith, Andrew M. [1 ,2 ]
Johnson, Kris A. [3 ]
Erickson, Tyler A. [4 ]
机构
[1] Univ Bristol, Sch Geog Sci, Bristol, Avon, England
[2] Stn Approach, Fathom, Engine Shed, Bristol, Avon, England
[3] Nature Conservancy, Minneapolis, MN USA
[4] Google Inc, Mountain View, CA USA
基金
英国自然环境研究理事会;
关键词
flooding; USA; validation; large-scale modeling; hydraulic; SHALLOW-WATER EQUATIONS; SURFACE-WATER; RADAR; HAND;
D O I
10.1002/2017WR020917
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper reports the development of a similar to 30 m resolution two-dimensional hydrodynamic model of the conterminous U.S. using only publicly available data. The model employs a highly efficient numerical solution of the local inertial form of the shallow water equations which simulates fluvial flooding in catchments down to 50 km(2) and pluvial flooding in all catchments. Importantly, we use the U.S. Geological Survey (USGS) National Elevation Dataset to determine topography; the U.S. Army Corps of Engineers National Levee Dataset to explicitly represent known flood defenses; and global regionalized flood frequency analysis to characterize return period flows and rainfalls. We validate these simulations against the complete catalogue of Federal Emergency Management Agency (FEMA) Special Flood Hazard Area (SFHA) maps and detailed local hydraulic models developed by the USGS. Where the FEMA SFHAs are based on high-quality local models, the continental-scale model attains a hit rate of 86%. This correspondence improves in temperate areas and for basins above 400 km(2). Against the higher quality USGS data, the average hit rate reaches 92% for the 1 in 100 year flood, and 90% for all flood return periods. Given typical hydraulic modeling uncertainties in the FEMA maps and USGS model outputs (e.g., errors in estimating return period flows), it is probable that the continental-scale model can replicate both to within error. The results show that continental-scale models may now offer sufficient rigor to inform some decision-making needs with dramatically lower cost and greater coverage than approaches based on a patchwork of local studies.
引用
收藏
页码:7968 / 7986
页数:19
相关论文
共 55 条
  • [1] American Society of Civil Engineers, 2017, 2017 INFR REP CARD L
  • [2] [Anonymous], 2016, HEC RAS RIV AN SYST
  • [3] Association of State Floodplain Managers, 2013, FLOOD MAPP NAT COST
  • [4] Reach scale floodplain inundation dynamics observed using airborne synthetic aperture radar imagery: Data analysis and modelling
    Bates, Paul D.
    Wilson, Matthew D.
    Horritt, Matthew S.
    Mason, David C.
    Holden, Nick
    Currie, Anthony
    [J]. JOURNAL OF HYDROLOGY, 2006, 328 (1-2) : 306 - 318
  • [5] A simple inertial formulation of the shallow water equations for efficient two-dimensional flood inundation modelling
    Bates, Paul D.
    Horritt, Matthew S.
    Fewtrell, Timothy J.
    [J]. JOURNAL OF HYDROLOGY, 2010, 387 (1-2) : 33 - 45
  • [6] SRTM vegetation removal and hydrodynamic modeling accuracy
    Baugh, Calum A.
    Bates, Paul D.
    Schumann, Guy
    Trigg, Mark A.
    [J]. WATER RESOURCES RESEARCH, 2013, 49 (09) : 5276 - 5289
  • [7] How Similar Are Forest Disturbance Maps Derived from Different Landsat Time Series Algorithms?
    Cohen, Warren B.
    Healey, Sean P.
    Yang, Zhiqiang
    Stehman, Stephen V.
    Brewer, C. Kenneth
    Brooks, Evan B.
    Gorelick, Noel
    Huang, Chengqaun
    Hughes, M. Joseph
    Kennedy, Robert E.
    Loveland, Thomas R.
    Moisen, Gretchen G.
    Schroeder, Todd A.
    Vogelmann, James E.
    Woodcock, Curtis E.
    Yang, Limin
    Zhu, Zhe
    [J]. FORESTS, 2017, 8 (04):
  • [8] Czuba C. R., 2014, 20145079 US GEOL SUR
  • [9] Flood maps in Europe - methods, availability and use
    de Moel, H.
    van Alphen, J.
    Aerts, J. C. J. H.
    [J]. NATURAL HAZARDS AND EARTH SYSTEM SCIENCES, 2009, 9 (02) : 289 - 301
  • [10] Earth's surface water change over the past 30 years
    Donchyts, Gennadii
    Baart, Fedor
    Winsemius, Hessel
    Gorelick, Noel
    Kwadijk, Jaap
    van de Giesen, Nick
    [J]. NATURE CLIMATE CHANGE, 2016, 6 (09) : 810 - 813