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Global Lightning Observations
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Page 1: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Global Lightning Observations

Global Lightning Observations

Page 2: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Optical Transient Detector( launched April, 1995 )

Optical Transient Detector( launched April, 1995 )

Lightning Imaging Sensor( launched November, 1997 )

Lightning Imaging Sensor( launched November, 1997 )

Lightning Detection from Low Earth OrbitLightning Detection from Low Earth Orbit

Page 3: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LIS on TRMMLIS on TRMM

Page 4: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology: BasicsClimatology: Basics

•5 years of OTD, 6 years of LIS data

•Adjusted for detection efficiency J. Atmos. Oc.

Tech., 2002

• diurnally corrected

• ground-validated

• intercalibrated

•Scaled by satellite viewing

•Global flash rate: 45 fl / sec ± 10% J. Geophys. Res., 2003

•5 years of OTD, 6 years of LIS data

•Adjusted for detection efficiency J. Atmos. Oc.

Tech., 2002

• diurnally corrected

• ground-validated

• intercalibrated

•Scaled by satellite viewing

•Global flash rate: 45 fl / sec ± 10% J. Geophys. Res., 2003

Page 5: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

High Resolution Full Climatology Annual Flash Rate

High Resolution Full Climatology Annual Flash Rate

Global distribution of lightning from a combined nine years of observations of the NASA OTD (4/95-3/00) and LIS (1/98-12/03) instruments

Global distribution of lightning from a combined nine years of observations of the NASA OTD (4/95-3/00) and LIS (1/98-12/03) instruments

Page 6: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

9-year inter-calibrated time series

“Best possible” gridded data set for anomaly studies (internanual variability / ENSO)

9-year inter-calibrated time series

“Best possible” gridded data set for anomaly studies (internanual variability / ENSO)

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Page 8: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology: GlobalClimatology: Global

(higher resolution)(higher resolution)

Page 9: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 10: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology: Diurnal cycle

Climatology: Diurnal cycle

( Local hour )( Local hour )

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Page 11: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology: Diurnal cycle

Climatology: Diurnal cycle

( UTC Hour )( UTC Hour )

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Page 12: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Global lightning is modulated on annual & diurnal time scales, as well as seasonally

and interannually

Page 13: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology:

Distributions

Climatology:

Distributions

•NH summer dominates

•Expected semiannual signal in tropics

•NH summer dominates

•Expected semiannual signal in tropics

Page 14: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Lightning Responsive to Interannual

Variability

Lightning Responsive to Interannual

Variability

Winter 1997-98 (El Niño)

Winter 1998-99 (La Niña)

Page 15: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LIS Ocean OverpassLIS Ocean Overpass

Page 16: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LIS Land OverpassLIS Land Overpass

Page 17: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Flash Rate Coupled to Mass in the Mixed-phase Region

Flash Rate Coupled to Mass in the Mixed-phase Region

0 oC

Page 18: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 19: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Easterly Wave Regime Summary

Conceptual model for W. Africa and….

What did we do?

• Used a combination of TRMM PR, LIS and NCEP Reanalysis data to examine composited convective structure as a function of easterly wave phase over EPIC and W. African domains.

………For EPIC: Rotate convective types 30-45o clockwise

Scattered

Dissipating

Increasing coverage

NORTH

RIDGE

TROUGH

SOUTH

Intense/Vertically Developed

Widespread

What did we find?

• Systematic hierarchy of vertical development, rainfall, lightning, and area coverage (frequency) regimes as a function of wave phase.

Monsoon: Less vertically developed

Page 20: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

TRMM- LIS FLASH RATE

TRMM PR 7-10 km

AREA-MEAN ICE WATER CONTENT

African E. Waves: June-October 1998-2000

Diurnal Cycles of Area-Mean Lightning and 7-10 km Precip. Ice Water

Page 21: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

W. Africa Tropical E. Wave: Regime Area Mean 7-10 km IWCs vs. LIS Flash Rate

Northerly Trough

Southerly Ridge

All Phases • Slopes and zero-flash intercepts in each regime similar

• Linear R2 good or better than non-linear

• Consistent with previous bulk scaling

arguments

• Scatter plots of area-mean diurnal cycle FR and 7-10 km IWC over the diurnal cycle for phases (N, T, R, S)

• 4-Pt. running mean applied to diurnal cycles to account for TRMM sampling

Page 22: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

• Convective spectrum (radar-based)

• Lightning production

• Convective spectrum (radar-based)

• Lightning production

Deep convective frequency and lightning

production

Deep convective frequency and lightning

productionWarm / non-mixed-phaseMid / deep convectiveMid / deep stratiform

Warm / non-mixed-phaseMid / deep convectiveMid / deep stratiform

Page 23: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 24: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 25: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 26: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 27: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 28: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 29: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 30: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 31: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology : IC / CG ratio

Climatology : IC / CG ratio

Page 32: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Lightning Connection to Thunderstorm Updraft,

Storm Growth and Decay

Lightning Connection to Thunderstorm Updraft,

Storm Growth and Decay

• Total Lightning —responds to updraft velocity and concentration, phase, type of hydrometeors — integrated flux of particles• WX Radar — responds to concentration, size, phase, and type of hydrometeors- integrated over small volumes• Microwave Radiometer — responds to concentration, size, phase, and type of hydrometeors — integrated over depth of storm (85 GHz ice scattering)• VIS / IR — cloud top height/temperature, texture, optical depth

• Total Lightning —responds to updraft velocity and concentration, phase, type of hydrometeors — integrated flux of particles• WX Radar — responds to concentration, size, phase, and type of hydrometeors- integrated over small volumes• Microwave Radiometer — responds to concentration, size, phase, and type of hydrometeors — integrated over depth of storm (85 GHz ice scattering)• VIS / IR — cloud top height/temperature, texture, optical depth

Page 33: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

OTD Overpass

of Tornadic Storms in Oklahoma

, 1995

OTD Overpass

of Tornadic Storms in Oklahoma

, 1995

Page 34: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

OTD Total Lightning vs. NLDN CGs

OTD Total Lightning vs. NLDN CGs

Page 35: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

• Six supercells at time of LIS overpass dominated by in-cloud (IC)

lightning: >96% of all lightning

• IC:CG ratio ranges from 20-28:1

• One of the more extreme storm total flash rates worldwide during TRMM

• 40 people died in Oklahoma due to the twisters and 675 were injured.

• Total damage of $1.2 billion.

• Five deaths, 100 injuries and heavy damage also incurred in the Wichita,

Kansas metro area.

The Central Oklahoma Tornado

Outbreak of May 3, 1999 The Central Oklahoma Tornado

Outbreak of May 3, 1999

Page 36: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

TRMM/LIS Overpass During May 3, 1999 Tornado Outbreak

- Overpass between 04:03 and 04:04 UTC -- Tornado on ground between 03:50 and 03:57 UTC -

F3Stroud

Tulsa

Page 37: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

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Page 38: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

sLIS Lightning Observations

LIS Total Lightning Identifies Cellular Storm Structure

LIS Total Lightning Identifies Cellular Storm Structure

F3Stroud

Tulsa

Page 39: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LIS Lightning Observations

LIS and TMI 85 GHz Microwave

match: lightning tracks cloud ice LIS and TMI 85 GHz Microwave

match: lightning tracks cloud ice TMI Microwave

Page 40: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

CGTotal

Oklahoma Storms Dominated by In-cloud Lightning

Oklahoma Storms Dominated by In-cloud Lightning

Page 41: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LIS and NEXRADLIS and NEXRAD

LIS Lightning ObservationsLIS Lightning Observations NEXRAD ReflectivityNEXRAD Reflectivity

Page 42: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

NEXRAD Reflectivity NEXRAD Velocity

NEXRAD observes rotation in the LIS-identified cells

NEXRAD observes rotation in the LIS-identified cells

Page 43: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Why observe lightning?(Forecasting)

Why observe lightning?(Forecasting)

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TimeTime

Tornadotime

TornadotimeLightningLightning

RadarRadar

Page 44: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Pre-tornado Lightning Signature

Pre-tornado Lightning Signature

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Page 45: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Major Points for Severe Weather

Major Points for Severe Weather

• Primary lightning signature is high flash rates and the “jump”

• Lightning flash rate is correlated storm intensity - higher rate implies stronger storm.

Evolution of the lightning activity follows the updraft. Increasing activity

means the storm intensifying; decreasing activity means the updraft is

weakening.

A jump in lightning activity is associated with a pulse in updraft intensity

• These signatures, in conjunction with other NWS assets can be used to:

Separate intensifying from weakening storms Identify storms in process of going severe

Quickly determine the most intense storms in a complex system

Improved warning times

Reduced false alarms rates

• Primary lightning signature is high flash rates and the “jump”

• Lightning flash rate is correlated storm intensity - higher rate implies stronger storm.

Evolution of the lightning activity follows the updraft. Increasing activity

means the storm intensifying; decreasing activity means the updraft is

weakening.

A jump in lightning activity is associated with a pulse in updraft intensity

• These signatures, in conjunction with other NWS assets can be used to:

Separate intensifying from weakening storms Identify storms in process of going severe

Quickly determine the most intense storms in a complex system

Improved warning times

Reduced false alarms rates

Page 46: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Observe Storm

Evolution

Geostationary Vantage

Point

Page 47: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Lightning Sensing from GEO

Lightning Sensing from GEO

•Climate Monitoring

•Storm Development

• Ice-phase precipitation estimates

•Severe Weather Now-casting

•Data assimilation and model inputs

•Atmospheric chemistry

•Climate Monitoring

•Storm Development

• Ice-phase precipitation estimates

•Severe Weather Now-casting

•Data assimilation and model inputs

•Atmospheric chemistry

Page 48: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Getting to GEOGetting to GEO

•Long-term goal is geostationary orbit

•Engineering straightforward

•~ 6 km pixel size possible at nadir

•Go beyond LEO “snapshots” and capture storm evolution

•Significant forecast potential (data assimilation, severe weather nowcasting)

•Long-term goal is geostationary orbit

•Engineering straightforward

•~ 6 km pixel size possible at nadir

•Go beyond LEO “snapshots” and capture storm evolution

•Significant forecast potential (data assimilation, severe weather nowcasting)

Page 49: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

LMS Instrument CharacteristicsLMS Instrument Characteristics

• Extension of the LIS/OTD technology

• 8 km spatial resolution (same as the OTD)

• 40 kg

• 150 watts running all RTEPs; can be dropped significantly

• 200 kbits per sec. data rate (continuous )

• products available in near real time (20 sec.)

• Status

• technique has been successfully demonstrated

• performance goals readily realizable

• all technology issues have been resolved

• all major subsystems nearing completion (brass-board level)

• Extension of the LIS/OTD technology

• 8 km spatial resolution (same as the OTD)

• 40 kg

• 150 watts running all RTEPs; can be dropped significantly

• 200 kbits per sec. data rate (continuous )

• products available in near real time (20 sec.)

• Status

• technique has been successfully demonstrated

• performance goals readily realizable

• all technology issues have been resolved

• all major subsystems nearing completion (brass-board level)

Page 50: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

GEOGEO

Page 51: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 52: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 53: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Hail/GraupelHail/Graupel

RainRain

Snow/IceSnow/Ice

++

++

+ = Positive Charge + = Positive Charge = Negative Charge = Negative Charge

Thunderstorm StructureThunderstorm Structure

Page 54: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Lightning Connection to Thunderstorm Updraft,

Storm Growth and Decay

Lightning Connection to Thunderstorm Updraft,

Storm Growth and Decay

• Total Lightning —responds to updraft velocity and concentration, phase, type of hydrometeors — integrated flux of particles• WX Radar — responds to concentration, size, phase, and type of hydrometeors- integrated over small volumes• Microwave Radiometer — responds to concentration, size, phase, and type of hydrometeors — integrated over depth of storm (85 GHz ice scattering)• VIS / IR — cloud top height/temperature, texture, optical depth

• Total Lightning —responds to updraft velocity and concentration, phase, type of hydrometeors — integrated flux of particles• WX Radar — responds to concentration, size, phase, and type of hydrometeors- integrated over small volumes• Microwave Radiometer — responds to concentration, size, phase, and type of hydrometeors — integrated over depth of storm (85 GHz ice scattering)• VIS / IR — cloud top height/temperature, texture, optical depth

Page 55: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

Climatology:

Distributions

Climatology:

Distributions

•Deep tropics ~ 2x subtropics

•Three tropical “chimneys” dominate (Carnegie curve)

•Americas dominate annual cycle

•Deep tropics ~ 2x subtropics

•Three tropical “chimneys” dominate (Carnegie curve)

•Americas dominate annual cycle

Page 56: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

GEO -EastGEO -East

Page 57: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 58: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.
Page 59: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

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Page 60: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

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Page 61: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

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Page 62: Global Lightning Observations. Optical Transient Detector ( launched April, 1995 ) Optical Transient Detector ( launched April, 1995 ) Lightning Imaging.

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