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Resilience and efficiency in transportation networks

Urban transportation systems are vulnerable to congestion, accidents, weather, special events, and other costly delays. Whereas typical policy responses prioritize reduction of delays under normal conditions to improve the efficiency of urban road systems, analytic support for investments that impro...

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Autores principales: Ganin, Alexander A., Kitsak, Maksim, Marchese, Dayton, Keisler, Jeffrey M., Seager, Thomas, Linkov, Igor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744464/
https://www.ncbi.nlm.nih.gov/pubmed/29291243
http://dx.doi.org/10.1126/sciadv.1701079
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author Ganin, Alexander A.
Kitsak, Maksim
Marchese, Dayton
Keisler, Jeffrey M.
Seager, Thomas
Linkov, Igor
author_facet Ganin, Alexander A.
Kitsak, Maksim
Marchese, Dayton
Keisler, Jeffrey M.
Seager, Thomas
Linkov, Igor
author_sort Ganin, Alexander A.
collection PubMed
description Urban transportation systems are vulnerable to congestion, accidents, weather, special events, and other costly delays. Whereas typical policy responses prioritize reduction of delays under normal conditions to improve the efficiency of urban road systems, analytic support for investments that improve resilience (defined as system recovery from additional disruptions) is still scarce. In this effort, we represent paved roads as a transportation network by mapping intersections to nodes and road segments between the intersections to links. We built road networks for 40 of the urban areas defined by the U.S. Census Bureau. We developed and calibrated a model to evaluate traffic delays using link loads. The loads may be regarded as traffic-based centrality measures, estimating the number of individuals using corresponding road segments. Efficiency was estimated as the average annual delay per peak-period auto commuter, and modeled results were found to be close to observed data, with the notable exception of New York City. Resilience was estimated as the change in efficiency resulting from roadway disruptions and was found to vary between cities, with increased delays due to a 5% random loss of road linkages ranging from 9.5% in Los Angeles to 56.0% in San Francisco. The results demonstrate that many urban road systems that operate inefficiently under normal conditions are nevertheless resilient to disruption, whereas some more efficient cities are more fragile. The implication is that resilience, not just efficiency, should be considered explicitly in roadway project selection and justify investment opportunities related to disaster and other disruptions.
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spelling pubmed-57444642017-12-29 Resilience and efficiency in transportation networks Ganin, Alexander A. Kitsak, Maksim Marchese, Dayton Keisler, Jeffrey M. Seager, Thomas Linkov, Igor Sci Adv Research Articles Urban transportation systems are vulnerable to congestion, accidents, weather, special events, and other costly delays. Whereas typical policy responses prioritize reduction of delays under normal conditions to improve the efficiency of urban road systems, analytic support for investments that improve resilience (defined as system recovery from additional disruptions) is still scarce. In this effort, we represent paved roads as a transportation network by mapping intersections to nodes and road segments between the intersections to links. We built road networks for 40 of the urban areas defined by the U.S. Census Bureau. We developed and calibrated a model to evaluate traffic delays using link loads. The loads may be regarded as traffic-based centrality measures, estimating the number of individuals using corresponding road segments. Efficiency was estimated as the average annual delay per peak-period auto commuter, and modeled results were found to be close to observed data, with the notable exception of New York City. Resilience was estimated as the change in efficiency resulting from roadway disruptions and was found to vary between cities, with increased delays due to a 5% random loss of road linkages ranging from 9.5% in Los Angeles to 56.0% in San Francisco. The results demonstrate that many urban road systems that operate inefficiently under normal conditions are nevertheless resilient to disruption, whereas some more efficient cities are more fragile. The implication is that resilience, not just efficiency, should be considered explicitly in roadway project selection and justify investment opportunities related to disaster and other disruptions. American Association for the Advancement of Science 2017-12-20 /pmc/articles/PMC5744464/ /pubmed/29291243 http://dx.doi.org/10.1126/sciadv.1701079 Text en Copyright © 2017 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Ganin, Alexander A.
Kitsak, Maksim
Marchese, Dayton
Keisler, Jeffrey M.
Seager, Thomas
Linkov, Igor
Resilience and efficiency in transportation networks
title Resilience and efficiency in transportation networks
title_full Resilience and efficiency in transportation networks
title_fullStr Resilience and efficiency in transportation networks
title_full_unstemmed Resilience and efficiency in transportation networks
title_short Resilience and efficiency in transportation networks
title_sort resilience and efficiency in transportation networks
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5744464/
https://www.ncbi.nlm.nih.gov/pubmed/29291243
http://dx.doi.org/10.1126/sciadv.1701079
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