Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model

<p>This article presents improvements and the development of a postprocessing module for the regional-scale flood mapping tool, AutoRoute. The accuracy of this model to simulate low-, medium-, and high-flow-rate scenarios is demonstrated at seven test sites within the US. AutoRoute is one of t...

Full description

Bibliographic Details
Main Authors: M. L. Follum, R. Vera, A. A. Tavakoly, J. L. Gutenson
Format: Article
Language:English
Published: Copernicus Publications 2020-02-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://www.nat-hazards-earth-syst-sci.net/20/625/2020/nhess-20-625-2020.pdf
id doaj-175f5444450c436e8e1e57d724420027
record_format Article
spelling doaj-175f5444450c436e8e1e57d7244200272020-11-24T23:58:43ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812020-02-012062564110.5194/nhess-20-625-2020Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute modelM. L. Follum0M. L. Follum1R. Vera2A. A. Tavakoly3A. A. Tavakoly4J. L. Gutenson5J. L. Gutenson6Coastal and Hydraulics Laboratory, Engineer Research and Development Center, 3909 Halls Ferry Road, Vicksburg, MS 39180, USAWyoming Area Office, US Bureau of Reclamation, 705 Pendell Blvd., Mills, WY 82644, USACold Regions Research and Engineering Laboratory, Engineer Research and Development Center, 72 Lyme Road, Hanover, NH 03755, USACoastal and Hydraulics Laboratory, Engineer Research and Development Center, 3909 Halls Ferry Road, Vicksburg, MS 39180, USAEarth System Science Interdisciplinary Center, University of Maryland, College Park, MD 20740, USACoastal and Hydraulics Laboratory, Engineer Research and Development Center, 3909 Halls Ferry Road, Vicksburg, MS 39180, USANational Water Center, National Oceanic and Atmospheric Administration, 205 Hackberry Ln, Tuscaloosa, AL 35401, USA<p>This article presents improvements and the development of a postprocessing module for the regional-scale flood mapping tool, AutoRoute. The accuracy of this model to simulate low-, medium-, and high-flow-rate scenarios is demonstrated at seven test sites within the US. AutoRoute is one of the tools used to create high-resolution flood inundation maps at regional to continental scales, but it has previously only been tested using extreme flood events. Modifications to the AutoRoute model and postprocessing scripts are shown to improve accuracy (e.g., average <span class="inline-formula"><i>F</i></span> value increase of 17.5&thinsp;% for low-flow events) and computational efficiency (simulation time reduced by over 40&thinsp;%) when compared to previous versions. Although flood inundation results for low-flow events are shown to be comparable with published values (average <span class="inline-formula"><i>F</i></span> value of 63.3&thinsp;%), the model results tend to be overestimated, especially in flatter terrain. Higher-flow scenarios tend to be more accurately simulated (average <span class="inline-formula"><i>F</i></span> value of 77.5&thinsp;%). With improved computational efficiency and the enhanced ability to simulate both low- and high-flow scenarios, the AutoRoute model may be well suited to provide first-order estimates of flooding within an operational, regional- to continental-scale hydrologic modeling framework.</p>https://www.nat-hazards-earth-syst-sci.net/20/625/2020/nhess-20-625-2020.pdf
collection DOAJ
language English
format Article
sources DOAJ
author M. L. Follum
M. L. Follum
R. Vera
A. A. Tavakoly
A. A. Tavakoly
J. L. Gutenson
J. L. Gutenson
spellingShingle M. L. Follum
M. L. Follum
R. Vera
A. A. Tavakoly
A. A. Tavakoly
J. L. Gutenson
J. L. Gutenson
Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
Natural Hazards and Earth System Sciences
author_facet M. L. Follum
M. L. Follum
R. Vera
A. A. Tavakoly
A. A. Tavakoly
J. L. Gutenson
J. L. Gutenson
author_sort M. L. Follum
title Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
title_short Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
title_full Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
title_fullStr Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
title_full_unstemmed Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model
title_sort improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the autoroute model
publisher Copernicus Publications
series Natural Hazards and Earth System Sciences
issn 1561-8633
1684-9981
publishDate 2020-02-01
description <p>This article presents improvements and the development of a postprocessing module for the regional-scale flood mapping tool, AutoRoute. The accuracy of this model to simulate low-, medium-, and high-flow-rate scenarios is demonstrated at seven test sites within the US. AutoRoute is one of the tools used to create high-resolution flood inundation maps at regional to continental scales, but it has previously only been tested using extreme flood events. Modifications to the AutoRoute model and postprocessing scripts are shown to improve accuracy (e.g., average <span class="inline-formula"><i>F</i></span> value increase of 17.5&thinsp;% for low-flow events) and computational efficiency (simulation time reduced by over 40&thinsp;%) when compared to previous versions. Although flood inundation results for low-flow events are shown to be comparable with published values (average <span class="inline-formula"><i>F</i></span> value of 63.3&thinsp;%), the model results tend to be overestimated, especially in flatter terrain. Higher-flow scenarios tend to be more accurately simulated (average <span class="inline-formula"><i>F</i></span> value of 77.5&thinsp;%). With improved computational efficiency and the enhanced ability to simulate both low- and high-flow scenarios, the AutoRoute model may be well suited to provide first-order estimates of flooding within an operational, regional- to continental-scale hydrologic modeling framework.</p>
url https://www.nat-hazards-earth-syst-sci.net/20/625/2020/nhess-20-625-2020.pdf
work_keys_str_mv AT mlfollum improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT mlfollum improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT rvera improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT aatavakoly improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT aatavakoly improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT jlgutenson improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
AT jlgutenson improvedaccuracyandefficiencyoffloodinundationmappingoflowmediumandhighfloweventsusingtheautoroutemodel
_version_ 1725450085663244288