microburst nowcasting applications of goes · • strong convective storms developed along a cold...
TRANSCRIPT
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Microburst Nowcasting
Applications of GOES
Ken Pryor
Center for Satellite Applications and
Research (NOAA/NESDIS)
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Topics of Discussion
• Convective Downbursts and Microbursts
• Description of the GOES Microburst Products
• Case Studies/Microburst Prediction Exercises
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Downburst and Microburst
• Strong downdraft produced by a convective storm (or thunderstorm) that causes damaging winds on or near the ground. (Fujita and Wakimoto 1983)
• Due to the resulting intense wind shear, downbursts are a hazard to aircraft in flight, especially during takeoff and landing.
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Downburst Types
• Macroburst: Outflow size > 4 km, duration 5 to 20
minutes (Fujita 1981)
• Microburst: Outflow size < 4 km, duration 2 to 5
minutes (Fujita 1981)
• Microbursts (or clusters of microbursts) can evolve
into larger downbursts.
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Microburst Aircraft Hazards
UCAR
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Microburst Aircraft Hazards
From Fujita (1981)
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Historic Downburst-Related
Airline Disasters • Eastern 66, New York (JFK), June 1975
• Continental 426, Denver, August 1975
• Pan American 759, New Orleans, July 1982
• Delta 191, Dallas-Ft. Worth (DFW), August 1985
• USAIR, Charlotte (CLT), July 1994
• American Airlines, Little Rock (LIT), June 1999
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• GOES sounder-derived parameters have been shown
to be useful in assessing the potential for convective
downbursts. Products include:
• Wet Microburst Severity Index (WMSI)
• Dry Microburst Index (DMI)
• Microburst Windspeed Potential Index (MWPI)
• Wind Index (WINDEX) for estimating maximum
convective wind gusts
Introduction
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• Generated hourly at the NOAA Science
Center in Camp Springs, MD
• Available on the GOES Microburst Products
web page at the following URL:
http://www.orbit.nesdis.noaa.gov/smcd/
opdb/aviation/mb.html
GOES Microburst Products
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• Microburst program ingests the vertical
temperature and moisture profiles derived
from GOES sounder radiances, using a subset
of single field of view.
• Microburst products are available
approximately 50 minutes after sounder scan.
• Based on the thermodynamic structure of
the ambient atmosphere.
GOES Microburst Products
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Limitations:
• Risk values generated and plotted only in
regions of clear skies or partial cloudiness.
• GOES microburst products evaluate wind gust
potential from quasi-stationary, short-duration
single-cell convective storms.
– Must account for translational (forward ) motion
of storms in wind gust potential evaluation.
GOES Microburst Products
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Wet Microburst
From Atkins and Wakimoto (1991)
UCAR
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• Accounts for convective storm development
and downburst generation by incorporating
the parameters CAPE to represent the process
of updraft formation and Theta-e Deficit
(TeD) to represent downburst development.
• Governed by the inviscid vertical momentum
equation (Doswell 2001).
Wet Microburst Severity Index
(WMSI)
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Theta-e Deficit (TeD)
• Maximum vertical difference in equivalent potential temperature (θe) from the surface to the middle troposphere (Atkins and Wakimoto 1991).
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WMSI = (CAPE)(TeD)/1000
• Large CAPE (positive buoyancy) results in strong
updrafts that lift the precipitation core within a
convective storm to minimum theta-e level.
• TeD indicates the presence of a dry (low theta-e)
layer in the middle troposphere that would be
favorable for the production of large negative
buoyancy due to evaporative cooling.
Wet Microburst Severity Index
(WMSI)
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Wet Microburst Severity Index
(WMSI)
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Wet Microburst Severity Index
(WMSI) Prototype summer afternoon GOES sounding profile
Wet-microburst producing storm over Alabama
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Dry Microburst
From Wakimoto (1985)
UCAR
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DMI = Γ + (T - Td)700 - (T - Td)500
• Γ = temperature lapse rate (°C km-1) from 700
to 500 mb
• T = temperature (°C)
• Td = dew point temperature (°C)
• Dry microbursts may occur when the DMI >
6 (Ellrod et al 2000)
Dry Microburst Index (DMI)
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Dry Microburst Index (DMI)
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Hybrid Microburst
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Hybrid Microburst
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MWPI = CAPE/100 + Γ + (T - Td)850 - (T - Td)670
(Pryor 2010)
• Γ = temperature lapse rate (°C km-1) from 850
to 670 mb
• T = temperature (°C)
• Td = dew point temperature (°C)
• Severe microbursts may occur when the
MWPI > 50
Microburst Windspeed Potential Index
(MWPI)
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Microburst Windspeed Potential Index
(MWPI)
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• Developed by McCann (1994)
• Indicates the maximum possible downburst
wind gusts that could occur in stationary
convective storms.
• Color-coded numerical values are displayed at
sounding retrieval locations on visible or
infrared imagery.
Wind Index (WINDEX)
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WI = 5[HMRQ(Γ2 - 30 + QL - 2QM)]0.5
• WI = Maximum surface wind gusts (kt)
• HM = Melting level height (km)
• Γ = Surface to melting level temperature lapse rate
(°C km-1)
• QL = Lowest 1 km Mixing ratio (g kg-1)
• QM = Melting level mixing ratio (g kg-1)
• RQ = QL/12
Wind Index (WINDEX)
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Wind Index (WINDEX)
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Statistical Relationships
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• Bispectral GOES imager product (Pryor 2010):
• The BTD between GOES infrared band 3 (water
vapor, 6.5μm) and band 4 (thermal infrared, 11μm)
can highlight regions where severe outflow wind
generation (i.e. downbursts, microbursts) is likely
due to the channeling of dry mid-tropospheric air
into the precipitation core of a deep, moist
convective storm.
• Readily apparent in BTD imagery is a "dry-air
notch" that signifies the channeling of dry air into
the rear flank of a convective storm.
GOES-East Imager Product
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GOES-East Imager Product Enhanced band 3 – 4 BTD image showing well-defined dry air notches.
GOES sounding profile with well-defined mid-tropospheric dry air layer above 700 mb.
http://www.star.nesdis.noaa.gov/smcd/opdb/kpryor/mburst/mbimg.html
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• The OT detection algorithm (Bedka et al. 2010) is a pattern recognition-based technique that employs brightness temperature (BT) data from the GOES thermal infrared channel.
• Output OT detection algorithm parameters that include cloud top minimum BT and a BT difference between the overshooting top and surrounding convective anvil cloud have been compared to MWPI values and measured downburst wind gusts. Close correspondence between the location of overshooting tops, proximate MWPI values, and the location of observed downburst winds is evident in this case study.
Overshooting Top Detection
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Microburst Prediction Exercises
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• Strong convective storms developed along a cold front that extended from eastern Kansas to the Oklahoma Panhandle and produced several downbursts over northwestern and north-central Oklahoma during the late afternoon and evening.
• 33 ms-1 (64 kt) wind gust was recorded at Freedom mesonet station at 2345 UTC.
10 August 2009 Oklahoma Downbursts
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10 August 2009 Oklahoma Downbursts
Time
Gust Speed
ms-1 (kt) Location MWPI
OT
Time
OT Dist
(km)
OT Min
(°K)
OT Mag
(°K)
2115 20.6 (40) Copan 31 2115 9 206.5 -9.2
2125 22.1 (43) Lahoma 44 2115 9 210.1 -7
2230 21.1 (41) Slapout 33 2215 12 211.6 -8.7
2305 23.1 (45) Buffalo 39 2302 13 203.5 -8
2345 32.9 (64) Freedom 52 2332 13 196.8 -11.2
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Oklahoma Mesonet Stations
Buffalo Freedom
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GOES MWPI 10 August 2009
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GOES WMSI 10 August 2009
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GOES-NEXRAD Composite
GOES MWPI at 2200 UTC, GOES channel 3-4 BTD at 2302 UTC, and radar reflectivity from Vance AFB NEXRAD at 2305 UTC 10 August 2009
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GOES-NEXRAD Composite
GOES MWPI at 2200 UTC, GOES channel 3-4 BTD at 2332 UTC, and radar reflectivity from Vance AFB NEXRAD at 2343 UTC 10 August 2009
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RAOB Sounding
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• During the afternoon of 22 June 2010, an upper-level disturbance interacted with a dryline near the Texas-New Mexico border and triggered strong convective storms that tracked eastward into the western Texas Panhandle region. Convective storms produced scattered strong downbursts over western Texas during the evening hours.
June 2010 West Texas Downbursts
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West Texas Station
Hereford, Texas
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GOES MWPI 22 June 2010
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GOES-NEXRAD Composite
GOES MWPI at 2302 UTC 22 June 2010, GOES channel 3-4 BTD at 0110 UTC, and radar reflectivity from Lubbock, Texas NEXRAD (KLBB) at 0115 UTC 23 June 2010
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GOES-NEXRAD Composite
GOES MWPI at 2302 UTC 22 June 2010, GOES channel 3-4 BTD at 0125 UTC, and radar reflectivity from Lubbock, Texas NEXRAD (KLBB) at 0124 UTC 23 June 2010
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GOES Sounding
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• During the afternoon of 24 May 2011, a multicellular convective storm developed over the southern piedmont of Virginia and tracked rapidly eastward toward the Atlantic coast.
• Between 2000 and 2100 UTC, as the convective storm passed over the Hampton Roads, one of the busiest waterways in the continental U.S., numerous severe wind gusts were recorded by coastal observing stations.
May 2011 Hampton Roads Downbursts
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May 2011 Hampton Roads Downbursts
Time
Gust Speed
ms-1 (kt) Location
2015 27.3 (53) Poquoson (WF)
2017 29.3 (57) Monitor-Merrimack Memorial Bridge Tunnel (WF)
2018 32.4 (63) Willoughby Degaussing Station (PORTS)
2020 30.4 (59) Hampton Flats (WF)
2036 34.5 (67) 1st Island (PORTS)
2040 31.9 (62) 3rd Island (WF)
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PORTS Station
Hereford, Texas
Chesapeake Bay BridgeTunnel
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GOES MWPI 24 May 2011
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GOES WMSI 24 May 2011
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GOES-NEXRAD Composite
GOES MWPI at 2000 UTC , GOES channel 3-4 BTD at 2025 UTC, and radar reflectivity from Wakefield, Virginia NEXRAD at 2025 UTC 24 May 2011
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GOES-NEXRAD Composite GOES MWPI at 2000 UTC, GOES channel 3-4 BTD at 2040 UTC, and radar reflectivity from Wakefield, Virginia NEXRAD at 2039 UTC 24 May 2011
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Wind Observations
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GOES Soundings
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Summary of Microburst
Generation Processes
• DMI: subcloud evaporative and
sublimational cooling (Caracena and Flueck
1988)
• WMSI: precipitation loading and evaporative
cooling from the entrainment of dry ambient
air into the precipitation core (Wakimoto
2001)
• MWPI: combination of above processes
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Questions?
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Atkins, N.T., and R.M. Wakimoto, 1991: Wet microburst activity over the
southeastern United States: Implications for forecasting. Wea.
Forecasting, 6, 470-482.
Bedka, K., J. Brunner, R. Dworak, W. Feltz, J. Otkin, and
T. Greenwald, 2010: Objective Satellite-Based Detection of Overshooting
Tops Using Infrared Window Channel
Brightness Temperature Gradients. J. Appl. Meteor.
Climatol., 49, 181–202.
Caracena, F., and J.A. Flueck, 1988: Classifying and forecasting microburst
activity in the Denver area. J. Aircraft, 25, 525-530.
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