tornadic storm modes across the southern …...background information study region • analyze the...

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Tornadic Storm Modes across the Southern Appalachian Mountains Study Region Background Information Analyze the distribution and characteristics of 210 elevated (events with mean event track elevation > 300 meters, ~ 984 feet) tornado occurrences across the southern Appalachian Mountains region that span the years 2000 - 2016. Utilize archived radar imagery and other environmental datasets to subjectively classify higher elevation tornado occurrences into one of four unique storm mode classifications: Supercell, Quasi-linear Convective Systems (QLCS), Multicellular.. April 20 th , 2000 Supercell (Tennessee) April 3 rd , 2007 QLCS (Kentucky) August 4 th , 2003 Multi-cell (Virginia) August 29 th , 2005 Hurricane Katrina (NC) Idealized Storm-Mode Cases High Elevation Tornadoes Supercell Discrete Embedded QLCS Bow Echo Squall Line Multicell Tropical Tropical Supercell Multicell spin-ups Supercells QLCS Tropical Multicell Totals/Average Number of Events 139 45 22 4 210 % of Total 66.19% 21.43% 10.48% 1.90% Average Length 4.20 Miles 3.51 Miles 3.86 Miles 0.69 Miles 3.95 Miles Average Width 189.60 Yards 175.56 Yards 162.50 Yards 57.50 Yards 181.24 Yards Number of Injuries 292 41 11 0 344 Number of Fatalities 25 4 0 0 29 Initial Classification Future Sub - Classifications ? Storm Mode Classification and Statistics Storm-Mode Classification Definitions Supercell QLCS Tropical Multicell Tornado producing storms that clearly showcased one quasi-steady, sustained, rotating updraft. This includes discrete supercells as well as embedded supercells in a non-homogenious line that retained their own parent circulations. Tornado producing storms embedded into a greater convective line that showcase primarily low-level rotation. Often cold pool or FROPA propagating, and both “Squall Line” and “Bow Echo” type events were included. Tornado producing storms that are associated with any sort of named or formerly named tropical disturbances. Weaker storms that often relied on other boundaries to produce usually brief spin-ups. Also, any storms that didn’t fall into any of the categories above were classified here. Supercell Events 139 (~66.19 %) QLCS Events 45 (~21.43%) Tropical Events 22 (~ 10.48%) Multicell Events 4 (~1.91%) 9 1 9 6 9 13 5 4 13 22 16 60 15 8 13 2 5 0 10 20 30 40 50 60 70 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 Event Count Year Southern Appalachian High Elevation Tornado Events by Year (2000 - 2016) 92 82 25 9 2 0 0 10 20 30 40 50 60 70 80 90 100 [E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5 Event Count By EF-Scale Southern Appalachian High Elevation Tornado Events by Intensity (2000 - 2016) [E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5 61 45 39 34 10 11 4 4 2 0 10 20 30 40 50 60 70 Tennessee Virginia Georgia North Carolina South Carolina West Virginia Kenntucky Maryland Pennsylvania Event Count States Southern Appalachian High Elevation Tornado Events by State (2000 - 2016) 4 5 12 72 34 17 16 13 9 16 11 1 0 10 20 30 40 50 60 70 80 Event Count Southern Appalachian High Elevation Tornado Events by Month (2000 - 2016) Storm Mode Classification and Statistics Tornado Tracks with mean track elevation > 300m Tornado tracks were overlaid on a 2km by 2km Digital Elevation Model (DEM) layer ( f igure 2) allowing for a mean elevation for each tornado track to be derived via GIS Statistical/Spatial analysis. 213 events between 2000 – 2016 occurred at or above a 300 meters (~984 feet) mean elevation in our study area stretching from near the Mason Dixon line southwest through the Tennessee Plateau and northern Georgia. Three of the events were disqualified due to unavailable archived radar data or inconsistencies in the National Weather Service (NWS) Storm Data publication, leaving 210 valid cases to be classified. Statistics for all 210 events are showcased in figures 3 - 6. Prior to storm mode classification, the high elevation tornado events were statistically analyzed. A greater distribution of events that met criteria occurred across the southern portions of the Appalachian Region, with the higher elevations of Tennessee (61), Virginia (45), Georgia (39), and North Carolina (34) witnessing the majority of the events ( figure 3). In terms of tornado event strength, the higher elevation tornadoes tended to cluster around the weaker [Enhanced] Fujita damage classification ranges ( f igure 4), with the majority of the events occurring in the Spring (April – June) time period with a secondary (more minor) peak in the Fall (October – November) time period ( f igure 5). A time series plot of the high elevation tornado events ( f igure 6) showcase a rather variable distribution of events through time, with a significant jump in occurrences in April 2011. This jump is correlated to several “outbreaks” that occurred across the southeastern and mid Atlantic States, especially on April 27 th and 28 th , which accounted for 38 unique events on its own. 0 10 20 30 40 50 60 70 January February March April May June July August September October November December Event Count Southern Appalachian High Elevation Tornado Event Seasonality by Storm Mode Classification (2000 - 2016) Supercells QLCS Tropical Multicell We’d like to thank Megan McCarthy and Heather Dulaney (Virginia Tech) for assisting with the data gathering for this project. Also, a special thank you to the staffs at NWS Blacksburg and Raleigh for their moral support and input. A subjective storm mode classification was conducted using a variety of environmental datasets, including; national, regional, and local level archived radar images along with other environmental data. Post classification, ( f igure 6), the majority of tornado events fell under the Supercell Events (~66%) category, while both QLCS (~21%) and Tropical Events (~10%) roughly made up the other 1/3 of the events. Only 4 (~2%) of the events were classified as Multicellular in nature. Specific storm mode statistics such as tornado intensity ( f igure 9), seasonality ( f igure 8), storm motion ( figure 7), tornado track length, maximum track width, and injuries/fatalities ( Table 1) were calculated and compared with one another. In general, Supercell Tornado events tended to be stronger, longer, and wider compared to the QLCS, Tropical, and Multicell storm modes ( Table 1). They also tended to be more destructive, accounting for the majority of injury and fatality cases, likely correlated to the stronger [Enhanced] Fujita Scale rating assigned by the NWS. 0 10 20 30 40 50 60 70 [E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5 Southern Appalachian High Elevation Tornado Event Intensity by Storm Mode Classification (2000 – 2016) Supercell QLCS Tropical Multicell 0 10 20 30 40 50 60 70 N NE E SE S SW W NW Southern Appalachian High Elevation Tornado Event Storm Motion Distribution Supercell QLCS Tropical Multicell All Events * Only events that were long enough (~ >0.5 Miles) to have different beginning and ending latitude and longitude values were included in the Storm Motion Distribution calculations. Study Objectives A relative minima in Tornado occurrences is apparent across the Appalachian Mountains sub- region when analyzing the 1950 – 2016 Tornado Track distribution ( figure 1) across the contiguous U.S. Even with the lesser event frequency, forecasting and warning for such events in areas of complex physiographic characteristics can be exceptionally difficult, thanks to a tendency for shorter-lived events, smaller and more moisture rich (HP) parent storms, lower population density, and an utter lack of storm spotters and chasers. Given these challenges, a better understanding of the unique aspects in this region, specifically the favored storm mode characteristics, is sought. Future Steps Other Acknowledgements Data Providers One of the biggest differences noted between storm mode classifications was the seasonality of classified events ( figure 8). Both Supercell and QLCS classified events showed a peak occurrence in the Spring (April to May) time- frame with a secondary peak noted in the Fall (October to November) while Tropical showcased a peak that better aligned with peak Atlantic Tropical Season (Aug to Sept). Multicells, albeit a small dataset, has a peak occurrence primarily during the summer months (Jun – Aug). Storm motions ( figure 7) were fairly uniform, with westerly to southwesterly motions favored with a bit more of a southerly motion noted during the Tropical events. Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 6 Figure 7 Figure 8 Figure 9 Modernize Study Additional Sub-classifications Account for 2011 event biases Further environmental analysis by classification

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Page 1: Tornadic Storm Modes across the Southern …...Background Information Study Region • Analyze the distribution and characteristics of 210 elevated (events with mean event track elevation

Tornadic Storm Modes across the Southern Appalachian Mountains

Study RegionBackground Information

• Analyze the distribution and characteristics of 210 elevated (events with mean event track elevation > 300 meters, ~ 984 feet) tornado occurrences across the southern Appalachian Mountains region that span the years 2000 - 2016.

• Utilize archived radar imagery and other environmental datasets to subjectively classify higher elevation tornado occurrences into one of four unique storm mode classifications: Supercell, Quasi-linear Convective Systems (QLCS), Multicellular..

April 20th, 2000 Supercell (Tennessee) April 3rd, 2007 QLCS (Kentucky)

August 4th, 2003 Multi-cell (Virginia)August 29th, 2005 Hurricane Katrina (NC)

Idealized Storm-Mode Cases

Hig

h E

leva

tio

n T

orn

ado

es

Supercell

Discrete

Embedded

QLCS

Bow Echo

Squall Line

Multicell

Tropical

Tropical Supercell

Multicell spin-ups

Supercells QLCS Tropical Multicell Totals/Average

Number of Events 139 45 22 4 210

% of Total 66.19% 21.43% 10.48% 1.90%

Average Length 4.20 Miles 3.51 Miles 3.86 Miles 0.69 Miles 3.95 Miles

Average Width 189.60 Yards 175.56 Yards

162.50 Yards 57.50 Yards 181.24 Yards

Number of Injuries 292 41 11 0 344

Number of Fatalities 25 4 0 0 29

Initial Classification Future Sub-Classifications?

Storm Mode Classification and Statistics

Storm-Mode Classification Definitions

Supercell

QLCS

Tropical

Multicell

Tornado producing storms that clearly showcased one quasi-steady, sustained, rotating updraft. This includes discrete supercells as well as embedded supercells in a non-homogenious line that retained their own parent circulations.

Tornado producing storms embedded into a greater convective line that showcase primarily low-level rotation. Often cold pool or FROPA propagating, and both “Squall Line” and “Bow Echo” type events were included.

Tornado producing storms that are associated with any sort of named or formerly named tropical disturbances.

Weaker storms that often relied on other boundaries to produce usually brief spin-ups. Also, any storms that didn’t fall into any of the categories above were classified here.

Supercell Events 139(~66.19 %)

QLCS Events45 (~21.43%)

Tropical Events22 (~ 10.48%)

Multicell Events4 (~1.91%)

9

1

9

6

9

13

5 4

13

22

16

60

15

8

13

2

5

0

10

20

30

40

50

60

70

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016

Eve

nt

Co

un

t

Year

Southern Appalachian High Elevation Tornado Events by Year (2000 - 2016)

92

82

25

92 0

0

10

20

30

40

50

60

70

80

90

100

[E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5

Eve

nt

Co

un

t

By EF-Scale

Southern Appalachian High Elevation Tornado Events by Intensity (2000 - 2016)

[E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5

61

45

39

34

10

11

4

4

2

0 10 20 30 40 50 60 70

Tennessee

Virginia

Georgia

North Carolina

South Carolina

West Virginia

Kenntucky

Maryland

Pennsylvania

Event Count

Stat

es

Southern Appalachian High Elevation Tornado Events by State (2000 - 2016)

4 5

12

72

34

17 1613

9

16

11

1

0

10

20

30

40

50

60

70

80

Eve

nt

Co

un

t

Southern Appalachian High Elevation Tornado Events by Month (2000 - 2016)

Storm Mode Classification and Statistics

Tornado Tracks with mean track elevation > 300m

Tornado tracks were overlaid on a 2km by 2km Digital Elevation Model (DEM) layer (figure 2) allowing for a mean elevation for each tornado track to be derived via GIS Statistical/Spatial analysis. 213 events between 2000 – 2016 occurred at or above a 300 meters (~984 feet) mean elevation in our study area stretching from near the Mason Dixon line southwest through the Tennessee Plateau and northern Georgia. Three of the events were disqualified due to unavailable archived radar data or inconsistencies in the National Weather Service (NWS) Storm Data publication, leaving 210 valid cases to be classified. Statistics for all 210 events are showcased in figures 3 - 6.

Prior to storm mode classification, the high elevation tornado events were statistically analyzed. A greater distribution of events that met criteria occurred across the southern portions of the Appalachian Region, with the higher elevations of Tennessee (61), Virginia (45), Georgia (39), and North Carolina (34) witnessing the majority of the events (figure 3). In terms of tornado event strength, the higher elevation tornadoes tended to cluster around the weaker [Enhanced] Fujita damage classification ranges (figure 4), with the majority of the events occurring in the Spring (April – June) time period with a secondary (more minor) peak in the Fall (October – November) time period (figure 5). A time series plot of the high elevation tornado events (figure 6) showcase a rather variable distribution of events through time, with a significant jump in occurrences in April 2011. This jump is correlated to several “outbreaks” that occurred across the southeastern and mid Atlantic States, especially on April 27th and 28th, which accounted for 38 unique events on its own.

0

10

20

30

40

50

60

70

January February March April May June July August September October November December

Even

t C

ou

nt

Southern Appalachian High Elevation Tornado Event Seasonality by Storm Mode Classification

(2000 - 2016)

Supercells QLCS Tropical Multicell

We’d like to thank Megan McCarthy and Heather Dulaney(Virginia Tech) for assisting with the data gathering for this project. Also, a special thank you to the staffs at NWS Blacksburg and Raleigh for their moral support and input.

A subjective storm mode classification was conducted using a variety of environmental datasets, including; national, regional, and local level archived radar images along with other environmental data. Post classification, (figure 6), the majority of tornado events fell under the Supercell Events (~66%) category, while both QLCS(~21%) and Tropical Events (~10%) roughly made up the other 1/3 of the events. Only 4 (~2%) of the events were classified as Multicellular in nature. Specific storm mode statistics such as tornado intensity (figure 9), seasonality (figure 8), storm motion (figure 7), tornado track length, maximum track width, and injuries/fatalities (Table 1) were calculated and compared with one another. In general, Supercell Tornado events tended to be stronger, longer, and wider compared to the QLCS, Tropical, and Multicell storm modes (Table 1). They also tended to be more destructive, accounting for the majority of injury and fatality cases, likely correlated to the stronger [Enhanced] Fujita Scale rating assigned by the NWS.

0

10

20

30

40

50

60

70

[E]F-0 [E]F-1 [E]F-2 [E]F-3 [E]F-4 [E]F-5

Southern Appalachian High Elevation Tornado Event Intensity by Storm Mode Classification (2000 – 2016)

Supercell QLCS Tropical Multicell

0

10

20

30

40

50

60

70

N

NE

E

SE

S

SW

W

NW

Southern Appalachian High ElevationTornado Event Storm Motion Distribution

Supercell

QLCS

Tropical

Multicell

All Events

* Only events that were long enough (~ >0.5 Miles) to have different beginning and ending latitude and longitude values were included in the Storm Motion Distribution calculations.

Study Objectives

A relative minima in Tornado occurrences is apparent across the Appalachian Mountains sub-region when analyzing the 1950 – 2016 Tornado Track distribution (figure 1) across the contiguous U.S. Even with the lesser event frequency, forecasting and warning for such events in areas of complex physiographic characteristics can be exceptionally difficult, thanks to a tendency for shorter-lived events, smaller and more moisture rich (HP) parent storms, lower population density, and an utter lack of storm spotters and chasers. Given these challenges, a better understanding of the unique aspects in this region, specifically the favored storm mode characteristics, is sought.

Future Steps

Other Acknowledgements Data Providers

One of the biggest differences noted between storm mode classifications was the seasonality of classified events (figure 8). Both Supercell and QLCS classified events showed a peak occurrence in the Spring (April to May) time- frame with a secondary peak noted in the Fall (October to November) while Tropical showcased a peak that better aligned with peak Atlantic Tropical Season (Aug to Sept). Multicells, albeit a small dataset, has a peak occurrence primarily during the summer months (Jun – Aug). Storm motions (figure 7) were fairly uniform, with westerly to southwesterly motions favored with a bit more of a southerly motion noted during the Tropical events.

Figure 1

Figure 2

Figure 3

Figure 4

Figure 5

Figure 6

Figure 6

Figure 7

Figure 8 Figure 9

• Modernize Study • Additional Sub-classifications• Account for 2011 event biases• Further environmental

analysis by classification