Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability

Tornado outbreaks (TOs) are highly dangerous meteorological phenomena common in the United States and have limited known relationships with climate variability. Many of the challenges in understanding TOs result from a lack of formal TO quantification (both in definition and impact). Here, we presen...

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Bibliographic Details
Published in:Atmosphere
Main Authors: Andrew Mercer, Kenneth Swan, Adonte Knight
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2024
Subjects:
NAO
Online Access:https://doi.org/10.3390/atmos15080909
https://doaj.org/article/eea593e93ff442cc890fac8fb58f3d26
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spelling ftdoajarticles:oai:doaj.org/article:eea593e93ff442cc890fac8fb58f3d26 2024-09-30T14:31:20+00:00 Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability Andrew Mercer Kenneth Swan Adonte Knight 2024-07-01T00:00:00Z https://doi.org/10.3390/atmos15080909 https://doaj.org/article/eea593e93ff442cc890fac8fb58f3d26 EN eng MDPI AG https://www.mdpi.com/2073-4433/15/8/909 https://doaj.org/toc/2073-4433 doi:10.3390/atmos15080909 2073-4433 https://doaj.org/article/eea593e93ff442cc890fac8fb58f3d26 Atmosphere, Vol 15, Iss 8, p 909 (2024) tornado outbreak ENSO NAO teleconnections outbreak intensity index Meteorology. Climatology QC851-999 article 2024 ftdoajarticles https://doi.org/10.3390/atmos15080909 2024-09-02T15:34:38Z Tornado outbreaks (TOs) are highly dangerous meteorological phenomena common in the United States and have limited known relationships with climate variability. Many of the challenges in understanding TOs result from a lack of formal TO quantification (both in definition and impact). Here, we present a TO definition based on a spatially cohesive and distinct region of tornado activity and present a TO intensity index using tornado characteristics within the TO region. In developing this index, we present a support vector regression-based detrending methodology to remove the secular trends within tornado reporting. The resulting TO definition suggests a decline in TO activity of roughly 1 TO per 4–5 years, with a similar decline in TO intensity. In addition, the relationship between this new quantification of TOs and common North American interannual and monthly climate variability indices is explored, namely the El Niño Southern Oscillation, the North Atlantic Oscillation, the Arctic Oscillation, and the Pacific North American Oscillation. In general, the links between these teleconnections and TO frequency and intensity were minimal (and sometimes in opposition when comparing TO frequency and intensity), but interesting patterns emerged that may offer an initial pathway to exploring longer-term TO predictability. Article in Journal/Newspaper Arctic North Atlantic North Atlantic oscillation Directory of Open Access Journals: DOAJ Articles Arctic Pacific Atmosphere 15 8 909
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic tornado outbreak
ENSO
NAO
teleconnections
outbreak intensity index
Meteorology. Climatology
QC851-999
spellingShingle tornado outbreak
ENSO
NAO
teleconnections
outbreak intensity index
Meteorology. Climatology
QC851-999
Andrew Mercer
Kenneth Swan
Adonte Knight
Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
topic_facet tornado outbreak
ENSO
NAO
teleconnections
outbreak intensity index
Meteorology. Climatology
QC851-999
description Tornado outbreaks (TOs) are highly dangerous meteorological phenomena common in the United States and have limited known relationships with climate variability. Many of the challenges in understanding TOs result from a lack of formal TO quantification (both in definition and impact). Here, we present a TO definition based on a spatially cohesive and distinct region of tornado activity and present a TO intensity index using tornado characteristics within the TO region. In developing this index, we present a support vector regression-based detrending methodology to remove the secular trends within tornado reporting. The resulting TO definition suggests a decline in TO activity of roughly 1 TO per 4–5 years, with a similar decline in TO intensity. In addition, the relationship between this new quantification of TOs and common North American interannual and monthly climate variability indices is explored, namely the El Niño Southern Oscillation, the North Atlantic Oscillation, the Arctic Oscillation, and the Pacific North American Oscillation. In general, the links between these teleconnections and TO frequency and intensity were minimal (and sometimes in opposition when comparing TO frequency and intensity), but interesting patterns emerged that may offer an initial pathway to exploring longer-term TO predictability.
format Article in Journal/Newspaper
author Andrew Mercer
Kenneth Swan
Adonte Knight
author_facet Andrew Mercer
Kenneth Swan
Adonte Knight
author_sort Andrew Mercer
title Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
title_short Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
title_full Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
title_fullStr Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
title_full_unstemmed Quantifying Tornado Outbreak Intensity and Frequency Relationships with Interannual and Monthly Variability
title_sort quantifying tornado outbreak intensity and frequency relationships with interannual and monthly variability
publisher MDPI AG
publishDate 2024
url https://doi.org/10.3390/atmos15080909
https://doaj.org/article/eea593e93ff442cc890fac8fb58f3d26
geographic Arctic
Pacific
geographic_facet Arctic
Pacific
genre Arctic
North Atlantic
North Atlantic oscillation
genre_facet Arctic
North Atlantic
North Atlantic oscillation
op_source Atmosphere, Vol 15, Iss 8, p 909 (2024)
op_relation https://www.mdpi.com/2073-4433/15/8/909
https://doaj.org/toc/2073-4433
doi:10.3390/atmos15080909
2073-4433
https://doaj.org/article/eea593e93ff442cc890fac8fb58f3d26
op_doi https://doi.org/10.3390/atmos15080909
container_title Atmosphere
container_volume 15
container_issue 8
container_start_page 909
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