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An Operational Assessment of the Predictability of Giant Hail Events. Scott F. Blair NOAA/National Weather Service, Topeka, Kansas Derek R. Deroche NOAA/National Weather Service, Kansas City, Missouri Joshua M. Boustead NOAA/National Weather Service, Omaha, Nebraska Jared W. Leighton - PowerPoint PPT Presentation
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Scott F. BlairScott F. BlairNOAA/National Weather Service, Topeka, Kansas
Derek R. DerocheDerek R. DerocheNOAA/National Weather Service, Kansas City, Missouri
Joshua M. BousteadJoshua M. BousteadNOAA/National Weather Service, Omaha, Nebraska
Jared W. LeightonJared W. LeightonNOAA/National Weather Service, Topeka, Kansas
Brian L. BarjenbruchBrian L. BarjenbruchNOAA/National Weather Service, Topeka, Kansas
William P. GarganWilliam P. GarganNOAA/National Weather Service, Topeka, Kansas
An Operational Assessment of the Predictability of Giant Hail Events
“Severe” Hail1 inch diameter (25 mm)
“Significant” Hail2 inch diameter (51 mm)
“Giant” Hail4 inch diameter (102 mm)
Vivian, SD (8.0”) Wichita, KS (7.8”)
2003
20102007
Searcy, AR (5.5”)
Dante, SD (6.9”)
Meadville, MO (6.0”)Aurora, NE (7.0”)
2004 2006
2010
A sample of giants this decade…
Giant hail infrequent phenomenon – less than 1% of US hail reports
Likely underrepresented in Storm Data (rural areas, lack of widespread aggressive spatial verification)
These high-end events have potential to cause These high-end events have potential to cause extreme damageextreme damage to to property and a property and a substantial threat to exposed lifesubstantial threat to exposed life
Media/EM partners take additional actions when giant hail imminent (‘severe’ not created equal)
Operational prediction of giant hail (size in general) has been challenging
Need to determine the predictability of giant hail -and- if possible, improve advanced recognition of these events
Sample benefits from investigating known upper threshold hail-fall character to establish signals
Where are we at operationally?Where are we at operationally?
Overview
Domain: Domain: 17 states 17 states within central contiguous United States within central contiguous United States accounting foraccounting for 89% 89% CONUS reports CONUS reports (638 /715) (638 /715)
Giant Hail Reports: 1 January 1995 – 31 December 2009Giant Hail Reports: 1 January 1995 – 31 December 2009
Point Density MapOutput: 0.5o x 0.5o
Radius: 1o per reportMax value = 11 reports Reports from Storm Data
Events by Month
82% April–July55% May and June
Reports by Hour
84% 2 PM–9:59 PM CST58% 4 PM–7:59 PM CST
4”+ Hail ClimatologyWithin Domain
* AT 800 PM CDT...NATIONAL WEATHER SERVICE DOPPLER RADAR INDICATED A SEVERE THUNDERSTORM CAPABLE OF PRODUCING GRAPEFRUIT SIZE HAIL.
LARGE DESTRUCTIVE HAIL WILL OCCUR WITH THIS STORM. FOR YOUR SAFETY MOVE INDOORS NOW...AND STAY AWAY FROM WINDOWS.
LAT...LON 3966 9579 3966 9601 3977 9598 3979 9597 3983 9578TIME...MOT...LOC 2315Z 272DEG 14KT 3973 9591WIND...HAIL 60MPH 4.00IN
THE NWS STORM PREDICTION CENTER HAS ISSUED A TORNADO WATCH FOR PORTIONS ABC.
TORNADOES...HAIL TO 4.0 INCHES IN DIAMETER...THUNDERSTORM WIND GUSTS TO 70 MPH...AND DANGEROUS LIGHTNING ARE POSSIBLE IN THESE AREAS.
Watch Product
Warning Product
Forecasted Maximum Hail Size (2005-09)Forecasted Maximum Hail Size (2005-09)
SPC WatchesSPC Watches NWS Warnings/SVSNWS Warnings/SVS
201 reports reviewed16 forecasts 4”+ (8%)
Avg. underestimated size: 1.64 in1.64 in54% TOR-Watches (108/201)
128 reports reviewed9 forecasts 4”+ (7%)
Avg. underestimated size: 2.13 in2.13 in24% TOR-Warned (44/186)*
• 20% NWS warnings forecasted penny-quarter sized hail• Most NWS tornado warnings contained no hail size information
• NWS tendency to use golf ball (1.75”) or baseball (2.75”) to convey ‘large hail’
479 Unique Giant Hail Events from 1 Jan 1995 to 31 Dec 2009
Unique Event: A giant hail report > 100 km from surrounding reports and/or reports separated > 3 hours
North American Regional Reanalysis (NARR) data obtained from NCDC NOAA National Operational Model Archive and Distribution System
(NOMADS) website.
NARR dataset 32 km, 3 hourly regional reanalysis for North America
Used the closest available dataset to the hail report time
Parameters investigated:
Environmental Data
SBCAPE MLCAPE MUCAPE ELLR 7-5
LR 85-5
SR 0-2KM
SR 4-6KM
SR 9-11 KM
SRH 0-3 KM
Bulk 0-6 km
EL SR
MID RH
Temp profile (sig levels 0, -10, -20, -30 C)
EntireWind Profiles
MUCAPE 1500-3000 J/kg
Moderate Deep Layer ShearModerate Deep Layer Shear0-6 km Bulk Shear: 0-6 km Bulk Shear: ~~35-50 kts35-50 kts
• Supportive of supercell structuresSupportive of supercell structures
• Vertical pressure gradient forces Vertical pressure gradient forces within storm can lead to significant within storm can lead to significant
updraft accelerationsupdraft accelerations
• Speeds greater than assumed Speeds greater than assumed maximum updraft strength due to maximum updraft strength due to
buoyancy alone (CAPE) buoyancy alone (CAPE)
• May play a vital role in potential May play a vital role in potential for giant hail production (when for giant hail production (when other parameters supportive)other parameters supportive)
WSR-88D Radar Data
573573 Reports with available radar data from 1 Jan 1995 to 31 Dec 2009 Reports with available radar data from 1 Jan 1995 to 31 Dec 2009
1-2 radar sites nearest to lat/lon report selected1-2 radar sites nearest to lat/lon report selected
Radar data downloaded from NCDC Hierarchical Data Storage SystemRadar data downloaded from NCDC Hierarchical Data Storage System
Examined data Examined data 15 minutes prior 15 minutes prior to and to and 5 minutes post 5 minutes post report timereport time
QC Storm Data report times and locationQC Storm Data report times and location• time frequently incorrect (time frequently incorrect (132 corrected – 23%132 corrected – 23%))
Radar data interpolated, then paired with environmental data Radar data interpolated, then paired with environmental data
Distance Distance from RDAfrom RDA
TBSSTBSS Full VCP Full VCP slice of dBZslice of dBZ
Peak Rotational Peak Rotational Velocity (Vr)Velocity (Vr)
Rotation Rotation TypeType
dBZ at sig dBZ at sig temp levelstemp levels
Max dBZ Max dBZ in columnin column
Avg Storm Avg Storm MotionMotion
Storm TypeStorm Type VILVIL VIL DensityVIL Density Height of VrHeight of Vr Max Storm Max Storm Top Top
DivergenceDivergence
Selected max Selected max dBZ heightsdBZ heights
WERWERBWERBWER
50 dBZ 50 dBZ width at 0 Cwidth at 0 C
Parameters investigated:
496 540 556 443 208 26# of cases:
530 560 567 565# of cases:
Hail Growth Zone > 60 dBZHail Growth Zone > 60 dBZ(Median: 66 dBZ)(Median: 66 dBZ)
• Tight clustering of reports, general increase in 50 dBZ echo height as MLT increasesTight clustering of reports, general increase in 50 dBZ echo height as MLT increases• 50 dBZ echo height 50 dBZ echo height >> 30,000 ft 30,000 ft
• 4”+ hail uncommon with MLT 4”+ hail uncommon with MLT << 10,000 ft (function of updraft strength) 10,000 ft (function of updraft strength)
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Higher 50 dBZ echo height produced larger hailHigher 50 dBZ echo height produced larger hailStrong confidence for ‘severe’ hail, but…Strong confidence for ‘severe’ hail, but…
50 dBZ echo height vs. MLT questionable indicator of 4”+ hail size 50 dBZ echo height vs. MLT questionable indicator of 4”+ hail size alonealone
• Melting effects are less for giant hail due to surface areaMelting effects are less for giant hail due to surface area• Supercell structures displace giant hail away from main precipitation coreSupercell structures displace giant hail away from main precipitation core
0.75”-1” diameter hail0.75”-1” diameter hail
Donavon and Jungbluth (2007) Fig. 2
4”+ diameter hail4”+ diameter hail
Maximum Reflectivity
• Max column reflectivity Max column reflectivity >> ~ ~6565 dBZ dBZ
• ‘‘ExtremeExtreme’ dBZ values unnecessary’ dBZ values unnecessary
• Independent of time of year/melting levelIndependent of time of year/melting level
Max Max dBZdBZ
From 573 cases
Digital VIL and VIL Density• Documented issues correlating legacy VIL/VILD to hail sizeDocumented issues correlating legacy VIL/VILD to hail size• Confidence may increase when Confidence may increase when DVILDVIL >> 100 100 kg/mkg/m-2-2 and and VILDVILD >> 77 kg/m kg/m-3-3
GR2AE caps VILD at 13GR2AE caps DVIL at 127
99% reports associated with isolated or embedded supercells
• Persistent mid-level mesocyclone• Presence of WER or BWER
Three-Body Scatter Spike
• Radar microwave scattering artifact associated with large hydrometeors frequently considered good
signal for “very large hail” (NOAA WDTB 2002)TBSSTBSS
37%37%(212)(212)
TBSSTBSS
37%37%(212)(212)
No TBSSNo TBSS
63%63%(362)(362)
No TBSSNo TBSS
63%63%(362)(362)
From 573 cases
Occasionally…
• Downrange echoes masked TBSS signature
• TBSS existed outside the 15/5 study period
Structure Characteristics From 518 cases
CyclonicCyclonic
89%89%(461)(461)
CyclonicCyclonic
89%89%(461)(461)
Anti-Anti-cycloniccyclonic
10%10%(52)(52)
Anti-Anti-cycloniccyclonic
10%10%(52)(52)
Diameter < 5 nmDiameter < 5 nm
Vr = (|Vmin| + |Vmax|) / 2Vr = (|Vmin| + |Vmax|) / 2
Rotational Velocity
Vr
• Strong mesocyclone within the preferred hail growth region
• With buoyancy
(CAPE) and storm structure information, infer updraft strength
from Vr to support giant hail potential
--------------------------
--------------------------
30,000 ft
10,000 ft
Moderate/Strong Mesocyclone Vr > ~40 kts between 10,000-30,000 ft
Storm-Top Divergence
• STD > 100 kts associated with giant hail events
• Strong divergent flow at summit of convection, previous attempts to correlate hail size
• Doesn’t appear to be good indicator of giant hail alone
RDARDAFrom 428 cases
STDSTD
Giant Hail vs. Large Hail
• Strong updraft and semi- organized structure necessary
• 67 Reports from 2010
• 72% classified as supercell
Giant Hail vs. Large Hail
Conclusion
AcknowledgementsAcknowledgementsGeorge Phillips George Phillips (NWS Topeka)(NWS Topeka)
Environmental conditions serving as a sole predictor of giant hail size appears limited
Need sufficient instability (MUCAPE ~1500-3000+ J/kg), moderate deep layer shear (0-6 km bulk shear ~35-50 kts), and favorable vertical temperature profile
WSR-88D data provides increased confidence in identifying giant hail when the following parameters are present
50 dBZ height 50 dBZ height ~35,000 to 45,000 ft~35,000 to 45,000 ft 60 dBZ height 60 dBZ height ~30,000 to 40,000 ft~30,000 to 40,000 ft Hail growth zone Hail growth zone >> 60 dBZ (median 66)60 dBZ (median 66)
Max column reflectivity Max column reflectivity ~69 dBZ~69 dBZ Storm-top divergence Storm-top divergence ~125-175 kts~125-175 kts Rotational velocity Rotational velocity ~40-60 kts~40-60 kts
Supercell storm Supercell storm (WER/BWER common)(WER/BWER common)
Difficult to cross-check ‘null cases’ due to limited spatial verification(4”+ diameter hail likely underreported in supercells)
Provide improved recognition of ‘high-end’ hail events, resulting in Provide improved recognition of ‘high-end’ hail events, resulting in more accurate hail size forecasts in convective warnings more accurate hail size forecasts in convective warnings