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Locating Initial Breakdown Pulses of Lightning Flashes Sumedhe Karunarathne 20 th April 2010 Physics and Astronomy - Atmospheric Physics 1

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Page 1: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Locating Initial Breakdown Pulsesof Lightning Flashes

Sumedhe Karunarathne

20th April 2010

Physics and Astronomy - Atmospheric Physics

1

Page 2: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 2

Outline…

Background Sensors and sample data Time of arrival method Results, Comparison and Error results Future Plans.

Page 3: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 3

Charge Structure of Thunder-Cloud

•Lower positive charge is not present always.•Two main charges produce a positive-dipole

BACKGROUND

Upper Positive(40-400C)

Main Negative(-40-400C)

Lower Positive (3 -30C)

+

-

+

~2km~7km~12km

Page 4: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

4

Types of Lightning

(1) Downward Negative

(2) Upward Positive

(3) Downward Positive

(4) Upward Negative

BACKGROUND

90%

Less than 10%

Page 5: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 5

Figure 4.3 of uman

Negative CG Flash

- Uman (1987 – 2001)

Page 6: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 6

Video…

http://www.youtube.com/watch?v=djCdfSl-5o8&feature=related

Page 7: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 7

Electric Field Change Meter~1.5ft

~1.5ft

Properties• Time Constant : 10s 1s 100us• Band Width : ~0Hz – 0.5Mhz• Sampling Rates: 1MHz triggered

100kHz Continuous•Resolution : 12bit

Block Diagram

Plate

Charge Amplifier

Follower

GPS

Battery Power (~11 hours)

10Ms/seconddigitizer

1s Time

Accuracy

Page 8: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 8

2010 Summer data collection Kennedy Space Center (KSC)

•5 Stations•Each station have 3 sensors(10S, 1S and 100S antennas)

• Covered about 25x40km area roughly.

•Purpose-Study the beginning of the lightning flashes and lightning propagation

S1

S2

S3

Origin

S4

S5

~20km

Page 9: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 9

What we see….

• Sensor sees the electric field change in the environment.• There are 3 major components we see as the field change

])/,(

.sin

)/,(.sin32

)/,(.sin32

[2

1),(

2

1

2

1

2

1

2

2

2

2

03

2

0

dzt

cRtzi

Rc

dzcRtzicR

dzdcRziR

tDE

H

H

H

H

tH

H

-Uman et al., 1975-Watson and Marshall , 2007

1. Electrostatic (1/R3) 2. Induction (1/R2)3. Radiation (1/R)

Page 10: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 10

What we see at 2.8km…

For closer flashes we see,• More from electrostatic and induction

terms• Less from radiation field

Page 11: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 11

What we see at 200km…

For far flashes we see,• Electrostatic and induction terms are negligible• Most of the filed change are represented by

radiation field

Page 12: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 12

Sample Data – CG flash overall

Page 13: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 13

Sample Data – CG flash Beginning

Page 14: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 14

Time of arrival

v

Rtt i

i

||

(x,y,z,t)

ith sensor

ti

Ri

v

zzyyxxt

iii

222 )()()(

Excited time of a sensor due to pulse at the location (x,y,z),

•(xi,yi,zi,ti) known•(x,y,z,ti ) unknown•v speed of light in air - known

Assumption:Ignore the refractive index effect(EM wave travel in a straight line with a constant speed)Named PBFA (Position by Fast Antenna)

• 4 sensors are enough to find x,y,z and t.• 5th sensor can be use to validate the solution

Page 15: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 15

LINET and LDAR2

S1S2

S3LDAR2 Origin

S4S5

L1

L2

L3

L6

L4

L5

L7

LINET LDAR2

LIghtning NETwork Lightning Detection And Ranging Array

VLF/LF Band (5-200kHz) VHF Narrow Band (64-66Mhz)

See long (~500 m) pulses well See short pulses (~5 m) well

Temporary mounted for 2010 summer Permanently working at KSC

7 stations 9 stations

Page 16: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 16

Results

LINET

Page 17: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 17

Results

Page 18: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 18

Errors Summery•X,Y sigma ~ ±100- 500m•Z sigma ~ ±500m – 4km•t sigma ~ ±1s - 20s.

Critical Factors for betterTriangulations•Time resolution•Sensor placement•Flash location

Page 19: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 19

Summery

• Finding pulse position using this method is strongly dependent onSensor Placement, Location of the flash, and Time resolution ofantenna.

• Since we have 5 sensors and only 4 sensors are needed to find thepulses location (x, y, x, t), the other sensor can be used to checkthe solution.

• Although the statistical error analysis gives relatively largestandard deviation, the results are reasonably consistent withLDAR2 and LINET data.

• Unlike LDAR and LINET, the PBFA method was able to find thelocation of the beginning pulses. We plan to use this informationto help determine the physics of initial lightning propagation.

Page 20: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 20

Future Plans1. Improved sensors

2009/2010 sensors 2011 sensors

GPS time 1uS accuracy 5nS accuracy

Resolution 12-14bit 12bit

Sampling rate 1MHz 10MHz

Number of stations 5 (5 Calculations) 9 (126 calculations)

Downloading data Manually Automatically to a server at UOM

Position Finding Manual post process Automatic Real Time

2. 2011 Summer 1 data CollectionPlace – Rapid City – South Dakota Purpose – Study lightning from towers

compare with high speed video data

3. 2011 Summer 2 data collectionPlace – KSC - FloridaPurpose – Study the beginning pulses and structure of lightning

Compare with high-speed video data

Page 21: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 21

Thank you!

Page 22: Locating Initial Breakdown Pulses of Lightning Flashes · Physics and Astronomy - Atmospheric Physics 20 Future Plans 1. Improved sensors 2009/2010 sensors 2011 sensors GPS time 1uS

Physics and Astronomy - Atmospheric Physics 22

Results