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...
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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 % for low-flow events) and computational efficiency (simulation time reduced by over 40 %) 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 %), 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 %). 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 % for low-flow events) and computational efficiency (simulation time reduced by over 40 %) 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 %), 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 %). 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 |
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