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Tornado Intensity Estimated from Damage Path Dimensions

The Newcastle/Moore and El Reno tornadoes of May 2013 are recent reminders of the destructive power of tornadoes. A direct estimate of a tornado's power is difficult and dangerous to get. An indirect estimate on a categorical scale is available from a post-storm survery of the damage. Wind spee...

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Autores principales: Elsner, James B., Jagger, Thomas H., Elsner, Ian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4168131/
https://www.ncbi.nlm.nih.gov/pubmed/25229242
http://dx.doi.org/10.1371/journal.pone.0107571
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author Elsner, James B.
Jagger, Thomas H.
Elsner, Ian J.
author_facet Elsner, James B.
Jagger, Thomas H.
Elsner, Ian J.
author_sort Elsner, James B.
collection PubMed
description The Newcastle/Moore and El Reno tornadoes of May 2013 are recent reminders of the destructive power of tornadoes. A direct estimate of a tornado's power is difficult and dangerous to get. An indirect estimate on a categorical scale is available from a post-storm survery of the damage. Wind speed bounds are attached to the scale, but the scale is not adequate for analyzing trends in tornado intensity separate from trends in tornado frequency. Here tornado intensity on a continuum is estimated from damage path length and width, which are measured on continuous scales and correlated to the EF rating. The wind speeds on the EF scale are treated as interval censored data and regressed onto the path dimensions and fatalities. The regression model indicates a 25% increase in expected intensity over a threshold intensity of 29 m s(−1) for a 100 km increase in path length and a 17% increase in expected intensity for a one km increase in path width. The model shows a 43% increase in the expected intensity when fatalities are observed controlling for path dimensions. The estimated wind speeds correlate at a level of .77 (.34, .93) [95% confidence interval] with a small sample of wind speeds estimated independently from a doppler radar calibration. The estimated wind speeds allow analyses to be done on the tornado database that are not possible with the categorical scale. The modeled intensities can be used in climatology and in environmental and engineering applications. Research is needed to understand the upward trends in path length and width.
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spelling pubmed-41681312014-09-22 Tornado Intensity Estimated from Damage Path Dimensions Elsner, James B. Jagger, Thomas H. Elsner, Ian J. PLoS One Research Article The Newcastle/Moore and El Reno tornadoes of May 2013 are recent reminders of the destructive power of tornadoes. A direct estimate of a tornado's power is difficult and dangerous to get. An indirect estimate on a categorical scale is available from a post-storm survery of the damage. Wind speed bounds are attached to the scale, but the scale is not adequate for analyzing trends in tornado intensity separate from trends in tornado frequency. Here tornado intensity on a continuum is estimated from damage path length and width, which are measured on continuous scales and correlated to the EF rating. The wind speeds on the EF scale are treated as interval censored data and regressed onto the path dimensions and fatalities. The regression model indicates a 25% increase in expected intensity over a threshold intensity of 29 m s(−1) for a 100 km increase in path length and a 17% increase in expected intensity for a one km increase in path width. The model shows a 43% increase in the expected intensity when fatalities are observed controlling for path dimensions. The estimated wind speeds correlate at a level of .77 (.34, .93) [95% confidence interval] with a small sample of wind speeds estimated independently from a doppler radar calibration. The estimated wind speeds allow analyses to be done on the tornado database that are not possible with the categorical scale. The modeled intensities can be used in climatology and in environmental and engineering applications. Research is needed to understand the upward trends in path length and width. Public Library of Science 2014-09-17 /pmc/articles/PMC4168131/ /pubmed/25229242 http://dx.doi.org/10.1371/journal.pone.0107571 Text en © 2014 Elsner et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Elsner, James B.
Jagger, Thomas H.
Elsner, Ian J.
Tornado Intensity Estimated from Damage Path Dimensions
title Tornado Intensity Estimated from Damage Path Dimensions
title_full Tornado Intensity Estimated from Damage Path Dimensions
title_fullStr Tornado Intensity Estimated from Damage Path Dimensions
title_full_unstemmed Tornado Intensity Estimated from Damage Path Dimensions
title_short Tornado Intensity Estimated from Damage Path Dimensions
title_sort tornado intensity estimated from damage path dimensions
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4168131/
https://www.ncbi.nlm.nih.gov/pubmed/25229242
http://dx.doi.org/10.1371/journal.pone.0107571
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