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     ESTIMATING POWER, ENERGY, AND ACTION INTEGRAL IN

    ROCKET-TRIGGERED LIGHTNING

    By

    VINOD JAYAKUMAR

    A THESIS PRESENTED TO THE GRADUATE SCHOOLOF THE UNIVERSITY OF FLORIDA IN PARTIAL FULFILLMENT

    OF THE REQUIREMENTS FOR THE DEGREE OF

    MASTER OF SCIENCE

    UNIVERSITY OF FLORIDA

    2004

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    Copyright 2004

     by

    Vinod Jayakumar

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     ACKNOWLEDGMENTS

    I thank Dr. Vladimir Rakov for his infinite patience, guidance, and support

    throughout my graduate studies. I would like to thank Dr. Martin Uman and Dr. Doug

    Jordan for their valuable suggestions during the weekly lightning conference. I thank Dr.

    Megumu Miki for responding to all my questions. I sincerely thank Jason Jerauld, Jens

    Schoene, Rob Olsen, Venkateshwararao Kodali, and Brian De Carlo for helping me with

    the data and software, and for other innumerable favors (without which I would not have

     been able to complete my thesis). Research in my thesis was funded in part by the

     National Science Foundation.

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    TABLE OF CONTENTS

     page

    ACKNOWLEDGMENTS ................................................................................................. iii

    LIST OF TABLES............................................................................................................. vi

    LIST OF FIGURES .......................................................................................................... vii

    ABSTRACT..................................................................................................................... xiii

    1 INTRODUCTION ........................................................................................................1

    2 LITERATURE REVIEW .............................................................................................2

    2.1 Cloud Formation and Electrification ......................................................................32.2 Natural Lightning Discharges.................................................................................5

    2.3 Mechanism of NO Production by Lightning ........................................................10

    2.4 Rocket-Triggered Lightning .................................................................................11

    2.4.1 Classical Rocket-Triggered Lightning .......................................................112.4.2 Altitude Rocket-Triggered Lightning.........................................................13

    2.5 Estimates of Peak Power and Input Energy in a Lightning Flash ........................14

    2.5.1 Optical Measurements and Long Spark Experiments ................................142.5.2 Electrodynamic Model ...............................................................................17

    2.5.3 Gas Dynamic Models .................................................................................24

     3 ESTIMATING POWER AND ENERGY ..................................................................29

    3.1 Methodology.........................................................................................................293.2 Experiment............................................................................................................31

    3.2.1 Pockels Sensors ..........................................................................................313.2.2 Experimental Setup ....................................................................................35

    3.3 Electric Field Waveforms.....................................................................................37

    3.3.1 V-Shaped Signatures with ∆ERS = ∆EL.......................................................373.3.2 V-Shaped Signatures with ∆ERS < ∆EL and Field Flattening

    within 20 µs .....................................................................................................383.3.3 Signatures with ∆ERS (t) < ∆EL and no Flattening within 20 µs.................39

    3.4 Analysis of V-Shaped E-Field Signatures with ∆ERS = ∆EL ................................393.4.1 Data Processing ..........................................................................................39

    3.4.2 Power and Input Energy .............................................................................42

    3.4.3 Statistical Analysis .....................................................................................48

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     LIST OF TABLES

    Table page

     

    2-1: Lightning Energy Estimates .......................................................................................26

    3-1: Summary of peak current and ∆EL statistics for 8 strokes exhibiting V-shaped

    electric field signatures with ∆ERS = ∆EL. ................................................................38

    3-2: Summary of peak current and ∆EL statistics for 5 strokes with ∆ERS < ∆EL and

    flattening within 20 µs or so.....................................................................................38

    3-3: Summary of peak current and ∆EL statistics for 18 strokes with ∆ERS (t) < ∆EL and

    no flattening within 20 µs.........................................................................................39

    3-4: Power and energy estimates for strokes having V- shaped E-field signatures with

    ∆EL= ∆ERS. ...............................................................................................................47

    3-5: Dependence of peak power and energy on errors in the value of E-field peak and

    its position on the time scale. ...................................................................................62

    3-6: Resistance and channel radius for strokes having V- shaped E-field signatures with

    ∆ERS = ∆EL ...............................................................................................................72

    3-7: Power and energy estimates for strokes having V- shaped E-Field Signatures with

    ∆ERS

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     LIST OF FIGURES

    Figure page

     

    2-1: Electrical structure of a cumulonimbus........................................................................5

    2-2: Natural lighting discharges for a cumulonimbus..........................................................6

    2-3: Four types of discharges between cloud and ground....................................................7

    2-4: Downward negative cloud-to-ground lightning ...........................................................8

    2-5: Classical rocket-triggered lightning ...........................................................................12

    2-6 Altitude rocket-triggered lightning..............................................................................13

    2-7: Relative spectral response versus wavelength for the photodiode detector used byKrider (1966) and Krider et al. (1968).....................................................................15

    2-8: Measurement of photoelectric pulse of lightning.......................................................16

    2-9: Conceptual flow of charge and energy.......................................................................19

    2-10: Channel structure of lightning depicting the main channel, the branches (feederchannels) in the thundercloud, and branches below the thundercloud.....................20

    2-11: Electrodynamic Model .............................................................................................23

    2-12: The peak values of electric and magnetic fields produced by the return-stroke

     breakdown pulse for the case of r ch = 0.15 cm, T=15,000ο K, ∆t = 500 ns, and

    Imax= 20 kA, plotted as functions of the radial distance from channel axis .............24

    3-1: Illustration (not to scale) of the method used to estimate power, P(t), and energy,W(t), from measured lightning channel current, I(t), and vertical electric field,

    E(t), near the channel. ..............................................................................................30

    3-2: Calibration of the Pockels sensor ...............................................................................32

    3-3: Variation of the Pockels sensor output voltage as a function of the applied electric

    field...........................................................................................................................33

    3-4: Comparison of the electric field waveforms simultaneously measured with a

    Pockels sensor and a flat-plate antenna, both at 5 m................................................34

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    3-5: Comparison of magnitudes of the vertical electric field peaks measured with

    Pockels sensors and a flat-plate antenna, both at 5 m ..............................................35

    3-6: Experimental setup .....................................................................................................36

    3-7: V-shaped electric field signatures ..............................................................................37

    3-8: Stroke S0013-1. ..........................................................................................................40

    3-9: Scatter plot of screen current, IS vs. strike rod current, IR , for 2000 ..........................41

    3-10: Time variation of electric field, current, power, and energy for stroke S006-4. .....42

    3-11: Same as Figure. 3-10, but for Stroke S008-4 ...........................................................43

    3-12: Same as Figure. 3-10, but for Stroke S0013-1. ........................................................43

    3-13: Same as Figure. 3-10, but for Stroke S0013-4 .........................................................44

    3-14: Same as Figure. 3-10, but for Stroke S0015-2 .........................................................44

    3-15: Same as Figure. 3-10, but for Stroke S0015-4. ........................................................45

    3-16: Same as Figure. 3-10, but for Stroke S0015-6 .........................................................46

    3-17: Same as Figure. 3-10, but for Stroke S0023-3. ........................................................46

    3-18: Histogram of peak current for strokes characterized by V- shaped electric field

    signatures with ∆ERS = ∆EL. .....................................................................................48

    3-19: Histogram of ∆EL for strokes characterized by V- shaped electric field signatures

    with ∆ERS = ∆EL. ......................................................................................................49

    3-20: Histogram of peak power for strokes characterized by V- shaped electric field

    signatures with ∆ERS = ∆EL. .....................................................................................50

    3-21: Histogram for input energy for strokes characterized by V- shaped electric field

    signatures with ∆ERS = ∆EL. .....................................................................................51

    3-22: Histogram for action integral for strokes characterized by V- shaped electric fieldsignatures with ∆ERS = ∆EL. .....................................................................................52

    3-23: Histogram of the risetime of current for strokes characterized by V-shaped

    electric field signatures with ∆ERS = ∆EL.................................................................53

    3-24: Histogram of the 0-100 % risetime of power per unit length for strokes

    characterized by V-shaped electric field signatures with ∆ERS = ∆EL. ....................53

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    3-25: Peak power vs. peak current for strokes characterized by V- shaped electric field

    signatures with ∆ERS = ∆EL......................................................................................54

    3-26: Energy vs. peak current for strokes characterized by V- shaped electric field

    signatures with ∆ERS = ∆EL......................................................................................55

    3-27: Peak power vs. ∆EL for strokes characterized by V- shaped electric field signaturewith ∆ERS = ∆EL. ......................................................................................................56

    3-28: Energy vs. ∆EL for strokes characterized by V- shaped electric field signature

    with ∆ERS = ∆EL. ......................................................................................................56

    3-29: Energy vs. Action Integral for strokes characterized by V- shaped electric field

    signature with ∆ERS = ∆EL........................................................................................57

    3-30: Flash 0013, stroke 1; Correction factor of 1.6 is applied at the instant of negative

    E-field peak ..............................................................................................................59

    3-31: Flash 0013, stroke 1; Correction factor of 1.6 is applied at the instant of negative

    E-field peak, which is shifted by 0.24 µs to the left in order to partially accountfor the ± 0.5 µs uncertainty in the position of the peak............................................60

    3-32: Flash 0013, stroke 1; Correction factor of 1.6 is applied at the instant of negative

    E-field peak, which is shifted by 0.24 µs to the right in order to partially accountfor the ± 0.5 µs uncertainty in the position of the peak............................................61

    3-33: Evolution of the various quantities for the first 0.58 µs for Flash S006, stroke 4....64

    3-34: Evolution of the various quantities for the first 0.4 µs for Flash S008, stroke 4......65

    3-35: Evolution of the various quantities for the first 1.4 µs for Flash S0013, stroke 1....66

    3-36: Evolution of the various quantities for the first 1.2 µs for Flash S0013, stroke 4....67

    3-37: Evolution of the various quantities for the first 2.1 µs for Flash S0015, stroke 2....68

    3-38: Evolution of the various quantities for the first 1.5 µs for Flash S0014, stroke 4....69

    3-39: Evolution of the various quantities for the first 1.3 µs for Flash S0015, stroke 6....70

    3-40: Evolution of the various quantities for the first 5 µs for Flash S0023, stroke 3.......71

    3-41: Evolution of channel radius for S0008-4..................................................................72

    3-42: V-shaped signature with ∆EL> ∆ERS. ∆ERS represents the average electric field

     between 44 µs to 50 µs after the beginning of the return stroke (at 50 µs)..............76

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    3-43: Histogram of peak current for strokes characterized by V-shaped electric field

    signatures with ∆ERS < ∆EL and flattening within 20 µs..........................................76

    3-44: Histogram of ∆EL for strokes characterized by V-shaped electric field signatures

    with ∆ERS < ∆EL and flattening within 20 µs. ..........................................................77

    3-45: Histogram of peak power per unit length for strokes characterized by V-shapedelectric field signatures with ∆ERS < ∆EL and flattening within 20 µs.....................77

    3-46: Histogram of energy per unit length for strokes characterized by V-shaped

    electric field signatures with ∆ERS < ∆EL and flattening within 20 µs.....................78

    3-47: Histogram of action integral for strokes characterized by V-shaped electric field

    signatures with ∆ERS < ∆EL and flattening within 20 µs..........................................78

    3-48: Peak power vs. peak current for strokes characterized by V- shaped electric field

    signatures with ∆ERS < ∆EL and flattening within 20 µs. .........................................79

    3-49: Energy vs. peak current for strokes characterized by V- shaped electric field

    signatures with ∆ERS < ∆EL and flattening within 20 µs. .........................................80

    3-50: Energy vs. ∆EL for strokes characterized by V- shaped electric field signatureswith ∆ERS < ∆EL and flattening within 20 µs............................................................80

    3-51: Energy vs. ∆EL for strokes characterized by V- shaped electric field signatureswith ∆EL< ∆ERS and flattening within 20 µs............................................................81

    3-52: Energy vs. Action integral for strokes characterized by V- shaped electric field

    signatures with ∆EL< ∆ERS and flattening within 20 µs...........................................81

    3-53: Histogram of ∆EL for strokes characterized by V- shaped electric field signatures

    with ∆ERS (t) < ∆EL and no field flattening within 20 µs.........................................83

    3-54: Histogram of ∆EL for strokes characterized by V- shaped electric field signatures

    with ∆ERS (t) < ∆EL and no field flattening within 20 µs.........................................84

    3-55: Histogram of peak power for strokes characterized by V- shaped electric field

    signatures with ∆ERS (t) < ∆EL and no field flattening within 20 µs........................85

    3-56: Histogram of action integral for strokes characterized by electric field signatures

    with ∆ERS (t) < ∆EL and no field flattening within 20 µs.........................................86

    3-57: Peak power vs. peak current for strokes characterized by electric field signatures

    with ∆ERS (t) < ∆EL and no field flattening within 20 µs.........................................87

    3-58: Peak power vs. ∆EL for strokes characterized by electric field signatures with

    ∆ERS (t) < ∆EL and no field flattening within 20 µs .................................................88

    4-1: Flash 03-31, bipolar flash...........................................................................................90

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    4-2: Flash 03-31 .................................................................................................................91

    4-3: Definitions of parameters (peak, duration, rise time, half-peak width.......................92

    4-4: Illustration of the removal of the background continuous current in computing

    charge and action integral ........................................................................................93

    4-5: Histograms of the peak of the ICC pulses for 2002. ..................................................94

    4-6: Histograms of the peak of ICC pulses for 2003. ........................................................95

    4-7: Histogram of the peak of ICC pulses for 2002 and 2003...........................................95

    4-8: Histogram of the duration of ICC pulses for 2002. ....................................................96

    4-9: Histogram of the duration of ICC pulses for 2003. ....................................................96

    4-10: Histogram of the duration of ICC pulses for 2002 and 2003. ..................................97

    4-11: Histogram of the risetime of ICC pulses for 2002. ..................................................97

    4-12: Histogram of the risetime of ICC pulses for 2003. ..................................................98

    4-13: Histogram of the risetime of ICC pulses for 2002 and 2003....................................98

    4-14: Histogram of the half-peak width of ICC pulses for 2002. ......................................99

    4-15: Histogram of the half-peak width of ICC pulses for 2003. ......................................99

    4-16: Histogram of the half-peak width of ICC pulses for years 2002 and 2003............100

    4-17: Histogram of the charge of ICC pulses for 2002....................................................100

    4-18: Histogram of the charge of ICC pulses for 2003....................................................101

    4-19: Histogram of the charge of ICC pulses for years 2002 and 2003. .........................101

    4-20: Histogram of the action integral of ICC pulses for years 2002..............................102

    4-21: Histogram of the action integral of ICC pulses for years 2003..............................102

    4-22: Histogram of the action integral of ICC pulses for years 2002 and 2003. .............103

    4-23: Histograms of the peak of ICC pulses....................................................................104

    4-24: Histograms of the duration of ICC pulses..............................................................105

    4-25: Histograms of the risetime of ICC pulses...............................................................106

    4-26: Histograms of the half-peak width of ICC pulses ..................................................107

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    4-27: Flash F0213 ............................................................................................................111

    4-28: Flash F0213 ............................................................................................................112

    4-29: Histogram of duration of M-component pulse. ......................................................112

    4-30: Histogram of peak of M-component pulse.............................................................113

    4-31: Histogram of risetime of M-component pulse........................................................113

    4-32: Histogram of the half-peak width of M-component pulse. ....................................114

    4-33: Histogram of the charge of M-component pulse....................................................114

    4-34: Action integral of M-component pulse...................................................................115

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    Abstract of Dissertation Presented to the Graduate School

    of the University of Florida in Partial Fulfillment of the

    Requirements for the Degree of Master of Science

    ESTIMATING POWER, ENERGY, AND ACTION INTEGRAL INROCKET-TRIGGERED LIGHTNING

    By

    Vinod Jayakumar

    December 2004

    Chair: Vladimir A. Rakov

    Cochair: Martin A. Uman

    Major Department: Electrical and Computer Engineering

    The peak power and input energy for the triggered-lightning return strokes are

    calculated as a function of time, using the vertical electric fields measured within 0.1 to

    1.6 m of the lightning channel and the associated currents measured at the channel base.

    The data were acquired during the 2000 rocket-triggered lightning experiments at the

    International Center for Lightning Research and Testing (ICLRT) at Camp Blanding,

    Florida. Results were compared with estimates found in the literature, including those

     based on gas-dynamic models, on electrostatic considerations, and optical measurements

    and long spark experiments. We additionally examined the action integral, the variation

    of resistance per unit length, and the radius of the lightning channel during the return-

    stroke process. We also examined the correlation of various parameters. Our estimates for

    energy and peak power are in reasonable agreement with those predicted by the gas

    dynamic models found in the literature. Finally, pulses superimposed on the initial stage

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    current (ICC pulses) and similar pulses superimposed on the continuing current that

    follows the return stroke process (M-component pulses) were analyzed for years 2002

    and 2003, and compared with statistics found in the literature. The following comparisons

    were made: (a) ICC pulses in triggered lightning recorded at the ICLRT in 2002 and 2003

    (relatively high sampling rate) vs. their counterparts recorded earlier (relatively low

    sampling rate), (b) ICC pulses in triggered lightning vs. those in object-initiated

    lightning, and (c) ICC pulses in triggered lightning vs. M-component pulses in triggered

    lightning. Duration, risetime, and half-peak width of ICC pulses were somewhat greater

    than those of M-component pulses. Current peak, charge, and action integral of M-

    components and ICC pulses were similar.

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    CHAPTER 1INTRODUCTION

    Lightning strikes are the cause of many deaths and injuries. Electromagnetic fields

    and currents associated with lightning also can have deleterious effects on nearby

    electronic devices. The energy of lightning is a fundamental quantity required, for

    example, in estimating nitrogen oxide (NO) produced by lightning; which, in turn, is

    needed in global climate-change studies. Trace gases produced by atmospheric electric

    discharges are important to the ozone balance of the upper troposphere and lower

    stratosphere. Atmospheric electric discharges might have played an important role in

    generating the organic compounds that made life possible on Earth. Currently, there is no

    consensus on lightning input energy. Estimates found in literature differ by one to two

    orders of magnitude. Our study measured electric fields using Pockels sensors in the

    immediate vicinity of the lightning channel, along with the channel base currents, to

    estimate the energy and peak power in triggered lightning. We also analyzed the action

    integral (energy per unit resistance at the strike point) and other parameters of return

    strokes and pulses superimposed on steady currents in triggered lightning.

    1

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    CHAPTER 2LITERATURE REVIEW

    Three approaches used to estimate lightning peak power and energy input were

    found in the literature.

    •  The first approach is based on electrostatic considerations. The total electrostatic

    energy of a lightning flash lowering charge Q to the ground can be estimated as

    the product of Q and V, where V is the magnitude of the potential difference

     between the lower boundary of the cloud charge source and ground (Rakov and

    Uman, 2003). The typical value of Q for a cloud-to-ground flash is 20 C. The V is

    estimated to be 50 to 500 MV (Rakov and Uman, 2003). Thus each flash

    dissipates energy of roughly 1 to 10 GJ. Borovsky (1998), using electrostatic

    considerations, estimated the energy associated with individual strokes to be

    1×103 –1.5×104 J/m, close to that predicted by gas dynamic models (Section

    2.5.3).

    •  The second approach was described by Krider et al. (1968). Radiant power and

    energy emitted within a given spectral region from a single-stroke lightning flash

    are compared with those of a long spark whose electrical power and energy inputs

    are known with fair accuracy. The value of lightning input energy per unit

    channel length estimated by Krider et al. (1968) is 2.3 ×105 J/m.

    The third approach involves the use of gas dynamic models proposed by a number of

    researchers (Plooster. 1971; Paxton et al. 1986, 1990; Dubovoy et al. 1968, 1991; Hill

    1977; Strawe 1979; Bizjaev et al. 1990). A short segment of a cylindrical plasma

    2

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    3

    column is driven by the resistive (joule) heating caused by a specified flow of electric

    current as a function of time. Lightning input energy predicted by these models is one

    to two orders of magnitude lower than that of Krider et al. (1968).

    2.1 Cloud Formation and Electrification

    The primary source of lightning is the cloud type, cumulonimbus (commonly

    known as thundercloud). The process of charge generation and separation is called

    electrification. Apart from the cumulonimbus, electrification can also take place in a

    number of other cloud types (in stratiform clouds, for example; and in clouds produced

     by forest fires, volcanic eruptions, and atmospheric charge separation in nuclear blasts.

    According to Henry et al. (1994), eight types of thunderstorms are known. Among them,

    some common in Florida are sea/land-breeze thunderstorms, oceanic thunderstorms, air-

    mass thunderstorms, and frontal thunderstorms. Portier and Coin (1994) give other

    classifications. The formation of air-mass clouds is explained next.

    On a sunny day, Earth absorbs heat from the sun, causing both water vapor and air

    to rise to higher atmospheric levels, forming clouds. The energy of the water vapor

    decides the intensity of the thunderstorm; the hotter the air, the more water vapor it can

    hold, and the more powerful the thunderstorm can be. When water vapor condenses, it

    releases the same amount of energy required for heating water, to produce water vapor.

    Convection causes warm, humid air to reach higher altitudes. The released energy heats

    the surrounding atmosphere, which raises the cloud to higher altitudes, pulling the humid

    air from below (setting a chain reaction); with an updraft velocity of round 30 m/s

    forming cells. A cell is said to be in mature stage (actually this stage is related to the

    cloud’s ability to generate lightning) when it reaches higher altitudes, and its top flattens,

    forming an anvil. This kind of cloud formation can be divided into three stages

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    •  Developing stage

    -Starts with warm, rising air

    -The updraft velocity increases with height

    -Super-cooled water droplets are far above freezing level

    -Small-scale process that electrifies individual hydrometeors takes place in this stage

    •  Mature stage

    -The heaviest rains occur

    -The downdraft occurs, due to frictional drag of the raindrops

    -Evaporative cooling leads to negative buoyancy

    -The top of the cloud forms an anvil

    -The graupel-ice mechanism and the larger convective mechanism take place, leading

    to electrical activity.

    •  Dissipating stage

    -The downdraft takes over the entire cloud

    -The storm deprives itself of supersaturated updraft air

    -Precipitation decreases

    -The cloud evaporates

    Various measurements were made to estimate the distribution of charge within the

    cloud. Initially, from ground-based measurements, it was assumed that the charge within

    the cloud forms an electric dipole (positive charge region above negative charge region).

    Simpson and Robinson (1941) made in-cloud measurements with balloons, and suggested

    a tripole model with an additional positive charge at the base of the cloud. There is still

    no consensus on the detailed distribution of charge within the cloud.

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    Figure 2-1: Electrical structure of a cumulonimbus. [Simpson, G. and Scrase, F.J.; “TheDistribution of Electricity in the Thunderclouds,” Proc. R. Soc. London Ser.

    A, 161: Figure. No.4. pp.315, 1937]

    •  Precipitation model: Heavy soft hail (graupel) with a fall speed > 0.3 m/s interacts

    with lighter particles (ice crystals) in the presence of small water droplets. As a result,

    heavy particles in cold regions (T-15° C) acquire positive charge. The second process (gravitational

    force) separates the heavier and lighter charged particles, forming an electric tripole.

    •  Convection model: Charges are supplied by external sources such as corona and

    cosmic rays. Separation of charges is accomplished by organized convection.

    2.2 Natural Lightning Discharges

    Lightning discharges can be classified as

    •  Cloud discharges

    -  Intracloud discharges

    -  Cloud-to-cloud discharges

    -  Cloud-to-air discharges

    •  Cloud-to-ground discharges

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    -  Downward negative discharges

    -  Downward positive discharges

    -  Upward positive discharges

    -  Upward negative discharges

    -  Bipolar discharges

    Figure 2-2: Natural lighting discharges for a cumulonimbus. Adapted from

    “Encyclopedia Britannica”

    Most (47 to 75 %) discharges are cloud discharges and the rest are cloud-to-ground

    discharges. Intracloud discharges are apparently most numerous in the cloud-discharge

    category, compared to the intercloud and cloud-to-air discharges.

    Most of cloud-to-ground discharges can be divided into four categories. They are

    downward negative, downward positive, upward positive, upward negative. Upward

     positive and upward negative discharges occur rarely, while 90% of the cloud-to-ground

    discharges are downward negative discharges and 10% are downward positive

    discharges. There are also discharges transporting both negative and positive charges to

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    ground. Such bipolar discharges are usually of upward type and constitute probably less

    than 10% of all cloud-to-ground discharges.

    Figure 2-3: Four types of discharges between cloud and ground.1. Downward negative 2.

    Upward negative 3.Downward positive 4. Upward positive. [M. A. Uman, The

     Lightning Discharge; Dover Publications, Minneola, New York; Figure.. 1-3, pp.9, 1987]

    At t=0 ms, the thundercloud has a tripolar charge structure with positive charge in

    the upper region, negative charge in the lower region, and a small pocket of positive

    charge at the cloud base. Between t=0 and t=1 ms, preliminary breakdown occurs within

    the cloud due to the local discharge between the pocket of positive charge at the base and

    the primary negative charge. The local discharge neutralizes the positive charge at the

     base and continues towards the ground as a stepped leader.

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    8

    Figure 2-4: Downward negative cloud-to-ground lightning [V.A. Rakov, Uman, M.A, Lightning: Physics and Effects; Cambridge University Press, New York;

    2003].

    This leader consists of a narrow current-carrying core and a much wider radial

    corona sheath. Between 1.10 ms to 19 ms, the stepped leader moves towards the ground

    with an average speed of 105 to 106 m/s, exhibiting steps of some tens of meters in length

    and separated by some tens of microseconds. At t= 20 ms, the stepped leader approaching

    the ground causes the electric field near ground to exceed the breakdown value for air,

    which in turn results in an upward positive leader extending from ground towards the

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    descending stepped leader. Between 20.0 and 20.1 ms, the downward leader attaches to

    one of the upward leader branches and a return stroke is initiated with a typical peak

    current of 30 kA. From t= 20.10 ms to 20.20 ms, the first return stroke propagates

    upward towards the cloud in the ionized channel left behind by the stepped leader with a

    speed of around 108 m/s. The return stroke neutralizes the negative charge (typically 5 C)

    deposited by the leader (lowers negative charge to ground). At t= 40 ms, some in-cloud

     processes called K and J processes occur inside the cloud. At t= 60 ms to 62 ms, a dart

    leader propagates downward along the channel left by the first return stroke with an

    average speed of 10

    7

     m/s [Uman, 1987]. The dart leader deposits a negative charge of the

    order of 1C onto the channel.

    When the dart leader reaches the ground, a second return stroke is initiated which

    travels upward with an average speed of 108 m/s. A sequence of leader and return stroke

    is called a stroke, with the average number of strokes per flash being 3 to 5 [Rakov and

    Uman, 2003].

    Positive cloud-to-ground discharges can originate from the upper positive charge

    region or positive charge pocket at the cloud base (assuming the tripolar model of cloud

    charge distribution). It starts with a downward propagating positive leader and connects

    to a negative upward leader launched from the ground. Then an upward return stroke is

    initiated which transfers positive leader charge to ground. Typically there are no

    subsequent strokes in positive cloud-to-ground discharges. The typical values of first

    stroke peak currents measured at ground for positive cloud-to-ground discharges is

    35 kA, not much different from 30 kA for negative cloud to ground lightning. On the

    other hand, larger currents are more probable in positive strokes that in negative ones.

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    2.3 Mechanism of NO Production by Lightning

    During a return stroke, the lightning channel attains a peak temperature of 30,000° K

    in a few microseconds. If the cooling of the channel takes place slowly, equilibrium

    composition at a given temperature is established, i.e., the final constituents of the cold

    air would be the same as the constituents prior to the return stroke. It has been shown by

    Uman and Voshall (1968) and Picone et al (1981) that the residual hot channel cools

    from around 10,000° K to 3,000° K in a few milliseconds. The time required by NO to

    attain equilibrium concentration increases rapidly with decreasing temperature. Hence, as

    the channel cools down to the ‘freeze out’ temperature, the temperature at which the

    reactions that produce and destroy NO become too slow to keep NO in equilibrium

    concentration, and hence NO remains at the density characteristic of the ‘freeze out’

    temperature. Chemical reactions, which characterize the production of NO, are

    O2 ↔ O + O

    O + N2 → NO + N

    O2 + N → NO + O

    The reactions that compete with the NO producing reactions are shown below.

     NO + N → O + N2

     NO + N → O + N2

     NO ↔ N + O

     NO + NO → N2O + O

    These equations assume importance as NO produced by natural processes decreases

    the ozone (O3) concentration in the stratosphere via the dominant equation

     NO + O3 → NO2 + O2

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    11

    Ozone in the stratosphere is important to life because it shields the Earth from Sun’s

    harmful ultraviolet radiation. Ozone in the troposphere acts as a greenhouse gas by

    absorbing the infrared radiation. 

    2.4 Rocket-Triggered Lightning

    The study of natural lightning is extremely difficult since it is impossible to

    accurately predict its occurrence in space and time. For this reason, in order to study the

    lightning properties a method to produce lightning artificially from natural thunderclouds

    has been developed. The rocket and trailing wire technique is used to initiate lightning

    that is referred to as rocket-triggered lightning.

    Currently, rocket-triggered lightning (Rakov, 1999) can be produced in two

    different ways:

    •  Classical rocket-triggered lightning.

    •  Altitude rocket-triggered lightning.

    2.4.1 Classical Rocket-Triggered Lightning

    In classical triggering, the wire is continuous and is connected to the grounded

    launcher. After the rocket is launched, it travels upward with a velocity of around 200

    m/s. When the rocket reaches a height of around 200 m, an upward positive leader is

    generated at the rocket tip, which travels with a velocity of around 105 m/s. The current

    of the upward positive leader vaporizes the wire, and an initial continuous current (ICC)

    follows for some hundred of milliseconds. During the formation of the upward positive

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    12

    Figure 2-5: Classical rocket-triggered lightning [V. A. Rakov, “Lightning Discharges

    Triggered using Rocket-and-Wire Techniques," J. Geophys. Res., vol.100, pp.25711-25720, 1999]

    leader, the so-called initial current variation (ICV) occurs, which is not shown in

    Figure.2-5, but explained in the next paragraph. After the completion of ICC, there exists

    a no current interval for a few tens of milliseconds that is followed by one or more leader/

    return stroke sequences (Figure. 2-5). These leader/return stroke sequences are similar to

    subsequent leader/return stroke sequences in natural lightning.

    The ICV occurs when the triggering wire is replaced by the upward positive leader

     plasma channel. The upward positive leader produces current in the tens to hundreds of

    amperes range when measured at ground, and this current vaporizes the wire. At that

    time, the current measured at ground goes to nearly zero since there is no well-

    conducting path for the current to travel to the ground. Then a downward leader-like

     process bridges the resultant gap and initiates a return stroke type process from the

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    13

    ground. The latter leader/return stroke type sequence serves to re-establish the interrupted

    current flow to ground.

    Figure 2-6 Altitude rocket-triggered lightning [V. A. Rakov, “Lightning Discharges

    Triggered using Rocket-and-Wire Techniques," J. Geophys. Res., vol.100,

     pp.25711-25720, 1999]

    2.4.2 Altitude Rocket-Triggered Lightning

    The altitude triggering technique uses an ungrounded wire in an attempt to

    reproduce some of the features of the first stroke of the natural lightning which is not

     possible using classical, grounded-wire triggering. Generally, the rocket extends three

    sections, a 50 m long copper wire connected to the grounded launcher, a 400 m long

    insulating Kevlar cable in the middle, and a 100 to 200-m long copper wire connected to

    the rocket. The upper, floating wire is used for triggering and the lower, grounded wire

    for intercepting the descending leader as discussed below. When the rocket reaches a

    height of around 600 m an upward positive leader and a downward negative leader

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    14

    (forming a bi-directional leader) are initiated, each propagating at a speed of 105 m/s. The

    electric field produced by the downward negative leader initiates an upward connecting

     positive leader from the grounded 50-m wire, which connects to the downward negative

    leader. Finally, a return stroke is initiated which travels with a speed of 107-10

    8 m/s and

    catches up with the upward positive leader tip. After this stage, the processes are similar

    to those of the classical rocket- triggered lightning.

    2.5 Estimates of Peak Power and Input Energy in a Lightning Flash

    There are various methods to estimate the peak power and energy dissipated in

    lightning discharges. Some of them are described in the following sections.

    2.5.1 Optical Measurements and Long Spark Experiments

    Krider et al. (1968) estimated the average energy per unit length and peak power

     per unit length to be 2.3×105 J/m and 1.2×109 W/m. Their optical measurements were

    similar to those performed by Krider (1966) and are described below. A calibrated silicon

     photodiode and an oscilloscope were used as a fast-response lightning photometer

    covering the visible and near-infrared regions of the spectrum from 0.4 to 1.1 µm.

    Simultaneous still photographs of the discharge channels were taken to determine the

    dependence of the photoelectric pulse profile on the type of lightning and the geometry of

    its channel. The photodiode detector consisted of an Edgerton, Germeshausen and Grier

    model 560-561 ‘lite-mike’ and ‘detector head’ (Krider, 1966). The photodiode and

    associated circuitry were linear over a wide range of incident light levels (within 5% over

    7 decades) and had a response time of less than 1 µs. The calibrated relative response of

    the detector is shown in Figure. 2-7. Photographs of the lightning channels were taken

    with an Ansco Memar 35-mm camera, which had a focal length of 45 mm. Using the

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    15

    same experimental setup optical measurements have been performed on a 4-meter air

    spark produced by the Westinghouse 6.4 MV impulse generator.

    Figure 2-7: Relative spectral response versus wavelength for the photodiode detector

    used by Krider (1966) and Krider et al. (1968).

    The basic principle of power and energy estimation is as follows. The spark current

    and voltage were recorded as functions of time, enabling the calculation of electrical

     power and total energy input. The radiant power reaching the detector is proportional to

    the voltage measured at the output of the optical detector. Considering the spark channel

    to be straight (to avoid taking the dependence of the radiant power on the azimuth of the

    channel), the radiant power output from the light source is determined from equation (1).

    It has been demonstrated experimentally using the long spark that the distance

    dependence of the radiant flux is 1/R 2. Hence, the total radiant power emitted in all

    directions within the detector bandwidth is given by

    P= (V/K) × (4πR 2/ A) (1)

    where, V is the optical detector output voltage, K is the pulse calibration factor, R is the

    distance from the light source to the detector, and A is the sensitive area of the detector.

    The radiant power vs. time curve can be integrated to obtain the total radiant energy

    emitted in a given bandwidth. The radiative efficiency is calculated by comparing the

    value of total radiant energy to that of measured electrical energy input. Making a

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    16

    simplifying assumption that the radiative efficiencies for laboratory spark and lightning

    are the same, power and input energy can be found for a lightning stroke whose total

    radiant energy is known from measurements. In this experiment, knowing the

    approximate location of the lightning, cloud base height was obtained from the U.S.

    Weather Bureau. Using the cloud base height, which determined the length of the

    lightning channel that was visible, the size of the photographic image, and knowledge of

    the camera focal length one can estimate the distance to the channel. This method

    assumes that the channel is vertical. Figure 2-8 b shows the photoelectric voltage pulse

    corresponding to the lightning whose still picture is shown in Figure 2-8a.

    Figure 2-8: Measurement of photoelectric pulse of lightning. a) Still photograph of a

    typical cloud-to-ground lightning at a distance of 6 km. b) the corresponding photoelectric voltage pulse [E.P. Krider, “Some photoelectric observations of

    Lightning”, J.Geophys. Res., Figure. 2-3, pp.3096-3097, 1966].

    For the lightning stroke which was under study in Krider, (1968), the cloud base

    height was 1.8 km, and the distance calculated from the photographic image size was 8.2

    km. At this distance and maximum signal at the optical detector, the peak power radiated

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    17

    from the lightning stroke is calculated to be 1.1×1010 W, or dividing by the channel

    length, to be as 6.2×106 W/m. The corresponding measurements for the spark were made

    at a distance of 23 m, and the peak radiant power within the detector bandwidth was

    obtained to be 1.0×1010 W/m. The peak electrical power dissipated in the spark was

    obtained accurately from the direct traces of current recorded as a function of voltage. At

    the time of peak power, the current was 4.2×103 A and the voltage

    1.8×106 V, yielding a peak electrical power input of 7.6×109 W, or 1.9×109 W/m

    Comparison of the radiant and electrical peak powers for the long spark yields a radiative

    efficiency of 0.52%. Assuming the same radiative efficiency for the lightning at the

    instant of peak radiant power, the peak electrical power dissipated in the lightning stroke

    is 2.1×1012 W. Dividing this value by the channel length, peak electrical power dissipated

     per unit length is obtained as 1.2×109 W/m.

    The electrical energy per unit length dissipated in the long spark is obtained by

    integrating over time the product of the current and voltage values obtained from the

    traces taken during the experiment. Comparing the radiant and electrical energy values,

    the average radiative efficiency of 0.38% is obtained for the spark. Applying the same

    radiative efficiency to lightning, the total average energy dissipation per unit length is

    estimated to be 2.3×105 J/m. This value is in agreement with the thunder theory data of

    Few et al. (1969), but is one to two orders of magnitude larger than the values predicted

     by gas-dynamic models (Section 2.5.3).

    2.5.2 Electrodynamic Model

    We present here the electrodynamic model proposed by Borovsky (1995), which

    describes dart leaders and return strokes as electromagnetic waves that are guided along

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    18

    conducting lightning channels. The downward propagating dart leader deposits negative

    charge onto the channel and deposits electrostatic energy around the channel. The

    subsequent upward-propagating return stroke drains the negative charge off the channel

    and heats the channel by expending the stored electrostatic energy. The net result is that

    the negative charge is lowered from the cloud to the ground and the energy is transferred

    from the cloud to the channel. This electrodynamic model also accounts for the flow of

    energy associated with the flow of charge. In this model energy dissipated per unit length

    in lightning channels is calculated as a relation to the linear charge density on the channel

    and not to the cloud-to-ground electrostatic potential difference.

    This model serves as a tool to visualize the dynamics of lightning during the dart-

    leader and return stroke phases. Figure 2-9 illustrates the concept of the model.

    The amount of energy deposited on the lightning channel can be estimated based on

    electrostatic considerations, from the following expression (Uman, 1984, 1987)

    W/L = (Qlow× ∆Φtot)/ Lmain (2)

    Where, Qlow is the amount of charge lowered from the cloud to ground, ∆Φtot is the

    electrostatic potential difference between the thundercloud charge region and the ground,

    and Lmain is the length of the main channel.

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    19

    Figure 2-9: Conceptual flow of charge and energy. a) Flow of charge during a dart leader

    and return stroke. b) Flow of energy during the dart leader and return stroke.[J. E. Borovsky, “Lightning Energetics: Estimates of energy dissipation in

    channels, channel radii, and channel-heating risetimes”, J.Geophys. Res.,

    vol.103, Figure.1, pp.11538, May. 1998]

    The above relation for W/L is unreliable due to the following reasons,

    • 

    The amount of energy expended in the branch channels is unknown.

    •  Difficulty in estimating ∆Φtot (requires integration of the height varying electricfield from the ground level to the cloud charge source).

    •  As seen in Figure 2-10, which gives a sketch of the structure of lightning channel,the energy expended in creating the “feeder” channels in the cloud and branches

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    20

    (for first strokes only) has to be included. The total length of the channel network is

    very difficult to estimate.

    Cloud base

    Figure 2-10: Channel structure of lightning depicting the main channel, the branches

    (feeder channels) in the thundercloud, and branches below the thundercloud.

    Borovsky (1995) gives a more accurate estimate of the energy dissipation by considering

    the stored electrostatic energy density around the channel. Electrostatic energy density

    (ED) is given by (3).

    ED = ε0 E2/2 (3)

    Where, ε0 = 8.85× 10-12

     F/m and E is the electric field at a distance r from the channel. E

    is given by (4).

    E = ρL / (2π ε0 r) (4)

    Where, ρL is the charge per unit channel length.

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     Note that equations (3) and (4), employ SI units, while the corresponding equations given

     by Borovsky (1995) are in CGS metric unit system. The original equations and

    conversion can be found in the Appendix. The stored energy per unit length equation is

    derived as follows. If all the charge resides on the channel, the electric field very close to

    the channel exceeds the air-breakdown limit E break . E break  is approximately equal to 2×106 

    V/m (Cobine, 1941). At locations along the lightning channel where E exceeds E break ,

    conductivity increases rapidly, facilitating the movement of free charge, thus reducing the

    electric field E. So, around the channel the electric field will be approximately equal to

    E break , up to a radius of r  break .

    r  break = ρL / (2π ε0 E break  ) (5)

    Beyond r  break , the electric field falls off as 1/r. Thus, the radial dependence of the

    electrostatic energy density residing around the channel is given by,

    ED = ε0 E break  2

    /2 if r ≤ r  break   (6)

    ED = ρL 2

    /8π2 r 2 ε0  if r ≥ r  break (7)

    Total amount of electrostatic energy per unit length stored around the channel is given by

    Wstored /L = ∫ (ED) 2πr dr (8)∞ 

    0

    Because of the radial dependence of electrostatic energy, the above integral can be

     broken into

    Wstored /L = ∫ (ED) 2πr dr + ∫ (ED) 2πr dr (9)r  reak    ∞

    r  break 0

    Substituting the appropriate expressions for ED in equation (9),

    Wstored /L = ρL2/(4π ε0 r  break )+ ρL

    2 /(4π ε0) ln( r cut/r  break ) (10)

    Where r cut is the cutoff radius that is introduced to prevent the integral from

    logarithmically diverging as r → ∞. The physically reasonable choice for r cut is the radius

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    22

    at which the electric field of the channel equals the background electric field. Therefore,

    r cut is given by the expression

    r cut = ρL/ (2π ε0 Ecloud ) (11)

    Thus the total electrostatic energy per unit length is given by

    Wstored /L = ρL2/4π ε0  [1/ r  break  + ln( E break  / Ecloud)] (12)

    Where, ρL  = charge per unit length of the channel.

    E break = breakdown electric field.

    Ecloud = background electric field.

    In Borovsky (1998), the electric field under the thundercloud is taken to be the

     background electric field. E break value is taken to be 2.0 × 10 6 V/m. For Ecloud, two

    limiting values taken are 1×104 V/m and 4×105 V/m.

    The value of ρL is typically chosen in the range 1×10-4

     C/m and 5×10-4 C/m, with

    the dart-leader loaded channel being at the lower end of this range and stepped-leader

    loaded channel being at the upper end of this range. This model estimates the energy per

    unit channel length to be about 1×103  and 1.5×104  J/m for the dart-leader and stepped

    leader respectively. These values are in good agreement with estimates of gas-dynamic

    models of lightning [Rakov and Uman, 2003] considered in Section 2.5.3.

    Borovsky (1998), whose electrodynamic model is illustrated in Figure 2-11, also

    estimates the initial and final channel radii. Taking the charge per unit channel length

    ρL = 4×10-4 C/m and number density of atoms in unexpanded channel, ηatomic = 5.0×1019 

    cm-3

    , the initial radius of the return stroke channel can be estimated to be 0.32 cm. The

    values chosen for ηatomic and ρL are appropriate for a stepped–leader channel. In the

    calculation of final radius (channel radius after expansion) the values of channel

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     parameters chosen are εdisso =9.8 eV, εioniz= 14.5 eV, Tinit= 30000 °K, Tatmos= 300 °K,

    where Tinit is the temperature of the channel before expansion, Tatmos is the temperature of

    the ambient air outside the channel, εdisso and εioniz are the dissociation and ionization

    constants. The final channel radius is estimated to be about 4.7 cm. Similarly, for the

    dart-leader channel, the initial and final radii are found to be 0.26 cm and 3.8 cm. In this

    latter case, the values chosen for ρL and ηatomic are 1×10-4

     C/m and 5.0×1018 cm- 3.

    (a) (b)

    Figure 2-11: Electrodynamic Model. (a) Downward propagating dart leader that loads

    charge and electrostatic energy onto a lightning channel, (b) upward- propagating return stroke that drains charge off the channel and uses up the

    stored electrostatic energy [J. E. Borovsky, “An electrodynamic description of

    lightning return strokes and dart leaders: Guided wave propagation alongconducting cylindrical channels”, J.Geophys. Res., Figure. 10, pp. 2717, Feb.1995].

    According to this model, the vertical (longitudinal) electric field outside the channel

    decreases with increasing the distance r as –loge (0.9 γout  r), which is a slowly varying

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    function of r, where γout is the external wave number (Borovsky, 1995). γout is chosen to

     be (8.8 + i 9.4)×10-5 cm-1 for the return stroke break-down pulse used in the illustration of

    the variation of the horizontal and vertical components of the electric field shown in

    Figure 2-12.

    Figure 2-12: The peak values of electric and magnetic fields produced by the return-

    stroke breakdown pulse for the case of r ch = 0.15 cm, T=15,000ο K, ∆t = 500

    ns, and Imax= 20 kA, plotted as functions of the radial distance from channel

    axis. r ch is the channel radius, T is the channel temperature, ∆t is the rise timeof the wave e

    -iwt, where w is the angular frequency(ω = 1/∆t, i e. ∆t is around

    one sixth of the time period of the sine wave), and I max is the peak current . [J.

    E. Borovsky, “An electrodynamic description of lightning return strokes and

    dart leaders: Guided wave propagation along conducting cylindrical

    channels”, J.Geophys. Res., Figure. 8, pp.2712, Feb. 1995]

     2.5.3 Gas Dynamic ModelsGas dynamic models consider a short segment of a cylindrical plasma column

    driven by the resistive (Joule) heating caused by a specified flow of electric current as a

    function of time. Rakov and Uman (1998) review essentially all the gas dynamic models

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    found in the literature. The basic assumptions in the most recent models are: 1) the

     plasma column is straight and cylindrical; 2) the algebraic sum of all the charges is zero;

    3) local thermodynamic equilibrium exists at all times. The initial conditions of the

    lightning channel are temperature of the order of 10000°K, channel radius of the order of

    1 mm, and pressure equal to ambient (1 atm) or mass density equal to ambient (of the

    order of 10-3

     g/cm3), the latter two conditions representing, respectively, the older and

    newly created channel sections. The initial condition assuming the ambient pressure best

    represents the upper part of the of the leader channel, since that part had sufficient time to

    expand and attain equilibrium with the surrounding air. The initial condition of ambient

    density is most suitable for the recently created, bottom part of the leader channel. At

    each time step: 1) electrical energy sources; 2) the radiation energy sources; 3) Lorentz

    force are computed and the gas dynamic equations are solved for the thermodynamic and

    flow parameters of the plasma.

    The energy input is determined as follows. The plasma channel is visualized as a

    set of concentric annular zones, in which the gas properties are assumed constant. For a

    known temperature and mass density, plasma composition can be obtained from the Saha

    equation (Paxton et al. (1986, 1990), Plooster (1971)) or from tables of precompiled

     properties of air in thermodynamic equilibrium (Hill (1971), Dubovoy et al. (1991,

    1995)). The plasma conductivity can be computed from the plasma composition,

    temperature and mass density. The current is distributed among the annular zones as if

    they were a set of resistors connected in parallel. Using the cross-sectional distribution of

    current and plasma conductivity, the amount of electrical energy input can be computed

    for each of the annular zones.

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    The energy is deposited at the center of the channel in the form of heat, which is

    transported to cooler outer regions in the form of radiation. The radiative properties of air

    are complex functions of frequency and temperature. Radiation at a given frequency can

     be absorbed and re-radiated at different frequencies while traversing the channel in the

    outward direction. Paxton et al. (1986, 1990) and Dubovoy et al. (1991, 1995) used

    tables of radiative properties of hot air to determine absorption coefficients as a function

    of temperature for a number of selected frequency intervals to solve the equation of

    radiative energy transfer in the diffusion approximation.

    The pinch effect due to the interaction of electric current with its own magnetic

    field was included in the gas dynamic model of Dubovoy et al. (1991, 1995). This

     phenomenon counteracts the channel’s gas dynamic expansion, resulting in 10-20%

    increase in input energy for the same input current because of reduced channel size.

    Table 2-1,which is found in Rakov and Uman (1998), summarizes predictions of

    the various gas dynamic models for the input energy and percentages of this energy

    converted to kinetic energy and radiated from the channel. Additionally included in Table

    2-1 are energy estimates based on experimental data (Krider et al; see Section 2.5.1 and

    on electrostatic considerations (Uman, 1987; Borovsky, 1998; see Section 2.5.2). Brief

    comments on each of these estimates follow the table.

    Table 2-1: Lightning Energy Estimates [Rakov and Uman, 1998].

    Source Current

    Peak,kA

    Input

    Energy,

    ×103 J/m

    % Converted

    to KineticEnergy

    % of Energy

    Radiated

    Hill (1971,1977) 21 15(~3)

    9+ (at 25 µs) 2*+ (at 25 µs)

    Plooster (1971) 20 2.4 4 (at 35 µs) 50 (at 35 µs)Paxton et al. 

    (1986,1990)

    20 4 2 (at 64 µs) 69 (at 64 µs)

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    Continued Table 2-1.

    Source Current

    Peak,

    kA

    Input

    Energy,

    ×103 J/m

    % Converted

    to Kinetic

    Energy

    % of Energy

    Radiated

    Dubovoy et al. 

    (1991,1995)

    20 3 - 25 (at ≥55

    µs)Borovsky (1998) - 0.2-10 -

    Krider et al. (1968) Single-

    stroke

    flash

    230 - 0.38#

    Uman (1987) (200-2000) -

    + Incorrect due to a factor of 20-30 error in electrical conductivity.* Estimated by subtraction of the internal and kinetic energies from the input energy shown in figure 1 of

    Hill (1977).

    # Only radiation in the wavelength range from 0.4 to 1.1 µm.

    Hill (1971, 1977) overestimates the input energy by a factor of 5 or so due to the

    underestimation of electrical conductivity. The corrected value is given in the

     parentheses. Plooster’s (1971) model gives a crude radiative transport mechanism

    adjusted to the expected temperature profile. Paxton et a/. (1986, 1990) gives individual

    temperature dependent opacities for several wavelength intervals. Dubovoy et al.’s 

    (1991, 1995) model is in principle the same as the previous one, except for the fact that

    the pinch effect was taken into account. Uman (1987) estimates the input energy by

    assuming that tens of coulombs are lowered from a height of 5 km to ground. An

    assumption made is that the potential difference between the ground and charge center

    inside the cloud is 108-10

    9 V.

    Krider et al. (1968) estimated the average energy per unit length and peak power to

     be 2.3×105 J/m and 1.2×109 W/m (see Section 2.5.1). In this experiment the radiative

    efficiencies of the long spark and the lightning channel are assumed to be constant in the

    wavelength range of 0.4 to 1.1 µm. Since the input energy for long spark energy is

    known, the radiative efficiency can be determined (0.38%) and applied to the lightning

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    return stroke. This estimate appears to be consistent with the thunder theory of Few

    (1965, 1995).

    Borovsky (1995, 1998) describes the dart leaders and return strokes as

    electromagnetic waves that are guided along the conducting channels (see Section 2.5.2).

    In this electrodynamic representation of lightning, the stored electrostatic energy Wstored 

    around a charged channel is the source of power for a return stroke. Borovsky, based on

    electrostatic considerations, estimates the energy per unit channel length to be around

    1×103 –1.5×104 J/m, which is consistent with that predicted by the gas dynamic models.

    Hence, there are one to two orders of magnitude differences in the estimates of

    energy per unit length. The higher end of the energy range is likely to have included a

    significant fraction of the energy dissipated by processes other than the return stroke.

    These include the in-cloud discharge processes like the one in which charges are

    collected from isolated hydrometeors in volumes measured in cubic kilometers and

    transported into the developing leader channel. Additional experiments are required to

    resolve the up to two orders of magnitude uncertainty in the estimate of lightning energy

    input. In chapter 3, we will attempt to estimate lightning energy using recently acquired

    experimental data for rocket-triggered lightning.

     

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    : CHAPTER 3

    ESTIMATING POWER AND ENERGY

    3.1 Methodology

    Power per unit length and energy per unit length, each as a function of time are

    estimated from the vertical (longitudinal) component of the electric field in the immediate

    vicinity of the triggered-lightning channel and associated lightning return stroke current.

    Additionally, channel resistance per unit length and channel radius are estimated. The

    vertical electric field was measured by Miki et al. (2002) using a Pockels sensor placed at

    a radial distance of 0.1 m from, and at a height of 0.1 m above the tip of the 2-m vertical

    rod. The measured field was assumed to be equal to the longitudinal electric field inside

    the channel. Indeed, according to Borovsky (1995), the longitudinal electric field at radial

    distances of 10 cm and 1.6 m from the channel axis differs from the field at the channel

    axis only by 2.1 ×10-4

     % and 18 ×10-4

     %, respectively (see Ez in Figure 2-12). The

    average values of leader electric field changes (approximately equal to return stroke field

    changes) at 0.1 to 1.6 m, 15 m, and 30 m from the lightning channel are 577 kV/m,

    105kV/m, and 60 kV/m, respectively (Miki et al., 2002; Schoene et al., 2003, JGR).

    Lightning current was measured at the base of the 2-m strike rod. We will assume that

    this current is representative of the current flowing in the lightning channel at a height of

    the Pockels sensor. Under these assumptions, the power and energy per unit length can be

    estimated as P(t) = I(t) E(t) and W(t) = ∫ P(τ)dτ , respectively (Figure. 3-1). This energy is

    associated with joule heating of the lightning channel and can be viewed as the input

    energy for the return-stroke process that is spent for ionization, channel expansion, and

    t

    0

    29

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     production of electromagnetic (including optical) and acoustical radiation from the

    channel.

    Figure. 3-1: Illustration (not to scale) of the method used to estimate power, P(t), and

    energy, W(t), from measured lightning channel current, I(t), and verticalelectric field, E(t), near the channel.

    Very close (0.1 to 1.6 m) vertical electric fields and associated channel-base

    currents were obtained for 36 strokes in nine triggered lightning flashes (see section 3.2

    for the experimental setup). Out of 36 strokes, only 31 strokes in 12 flashes were suitable

    for the analysis presented here. For the remaining strokes, though the current records

    were available, the corresponding electric field records were saturated. All the acquired

    electric field signatures can be divided in three types: 1) “classical” V-shaped signature

    with return-stroke electric field change ∆ERS being approximately equal to the leader

    electric field change ∆EL (∆ERS = ∆EL); 2) V-shaped signature with ∆ERS being

    appreciably smaller ∆EL; 3) same as 2, but with the return stroke portion exhibiting no

    flattening that is expected to occur within 20 µs or so of the beginning of the return

    stroke. These three types of waveforms are illustrated in Figure 3-7. The reason for the

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    residual electric field some tens of microseconds after the return stroke for Types 2 and 3

    is apparently due to the fact that the return stroke fails to neutralize all the leader charge

    in the corona sheath surrounding the channel core (Kodali et al., 2003). The statistics for

     peak power and energy are produced separately for the three types of electric field

    signatures (no energy estimates for Type 3). Since Type 1 represents the “classical”

    leader/return stroke sequence, while Types 2 and 3 indicate the presence of an additional,

    slower process involved in the removal of charge from the channel (not all the

    electrostatic energy deposited along the channel by the leader is tapped by the return

    stroke), all the analysis concerning the channel resistance per unit length and channel

    radius is presented only for Type 1. Further, the power and energy estimates for Type 2

    were performed after adjusting the E- field waveforms to account for the residual field.

    Events of Type 3 were used for estimating peak power only.

    3.2 Experiment

    Experimental data used in Section 3 have been acquired at the International Center for

    Lightning Research and Testing (ICLRT) at Camp Blanding, Florida, in 2000. The

    experiment was a joint University of Florida / CRIEPI, Japan, project, which is described

     by Miki et al. (2002).

    3.2.1 Pockels Sensors

    The Pockels sensors used in this experiment had a stated dynamic range of 20 kV/m

    to 1 MV/m (Miki et al., 2002). The lower measurement limit was determined by noise. In

    this study we applied filtering (moving time averaging; see section 3.4.1) that allowed us

    to significantly reduce this noise and, hence, to lower the measurement limit. The residual

    noise translated to noise in power waveforms but did not materially influence energy

    estimates.

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    During the calibration in laboratory in Japan, the 2/50 µs voltage waveform from a

    1-MV impulse generator was applied across a plane-plane gap formed by two electrodes

    separated by 2-3 m for creating fields less than 1 MV/m and 0.1-0.2 m for creating fields

     between 1 and 2 MV/m (Miki et al., 2002). 1.2-kV and 18 kV generators were also used.

    The calibration setup is shown in Figure 3-2. The electric field was obtained by dividing

    the voltage by the gap length, h (Figure. 3-2). The Pockels sensor was placed in this gap

    and its output voltage was measured. The variation of the sensor output voltage as a

    function of the external electric field is shown in Figure 3-3. The sensor output voltage

    varies linearly with the E-field, and this linear relationship was applied to all

    measurements analyzed here, even when the field values were less than the lowest field

    used in the calibration process.

    Field calibration of the Pockels sensors was performed at the ICLRT and

    accomplished by comparing the outputs of Pockels sensors with that of a flat-plate

    antenna, both installed 5 m from the triggered-lightning channel. Figure 3-4 shows

    1.2-kV

    18-kV, or

    1-MV

    Impulse

    Voltage

    Generator

    Figure 3-2: Calibration of the Pockels sensor. Courtesy Megumu Miki of CRIEPI, Tokyo,

    Japan. h=2 or 3 m for creating fields less than 1 MV/m and h=0.1 or 0.2 m forcreating fields between 1 and 2 MV/m.

    examples of the two types of observed electric field waveforms, termed slow and fast,

    measured simultaneously with a Pockels sensor and a flat-plate antenna.

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    The flat-plate antenna was calibrated theoretically [e.g., Uman, 1987], and the

    Pockels sensors were calibrated (up to about 2 MV/m) in plane-plane gaps by CRIEPI

    Figure 3-3: Variation of the Pockels sensor output voltage as a function of the appliedelectric field: (a) sensor No.6 (used to measure vertical electric field

    component) (b) sensor No.7 (used to measure horizontal electric field

    component). Courtesy Megumu Miki of CRIEPI, Tokyo, Japan.

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     personnel (see above). Figure 3-5 shows a scatter plot of the magnitude of the vertical

    electric field due to lightning measured with the Pockels sensor versus that measured

    with the flat-plate antenna. Figures 3-4 and 3-5 show that the magnitudes of slow

    waveforms are essentially the same for the flat-plate antenna and the Pockels sensor

    records. However, the magnitudes of the relatively fast waveforms measured with the

    Pockels sensor are on average about 60% of those measured using the flat-plate antenna.

    This implies that electric field peaks measured using Pockels sensors may be

    underestimates by 40% or so, provided that the frequency content of the electric field in

    the immediate vicinity of the channel is not much different from that of relatively fast

    waveforms at 5 m. The difference in the response of the Pockels sensors to slow and fast

    waveforms is presumably caused by the insufficient upper frequency response of 1 MHz

    of the Pockels sensor measuring system. If the frequency content is higher very close to

    Figure 3-4: Comparison of the electric field waveforms simultaneously measured with a

    Pockels sensor and a flat-plate antenna, both at 5 m.

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    the channel than at 5 m, the field peaks measured by the Pockels sensors may be

    underestimated by more than 40%.

    Figure 3-5: Comparison of magnitudes of the vertical electric field peaks measured with

    Pockels sensors and a flat-plate antenna, both at 5 m. Pockels sensors No.6and No.7 were subsequently used for measuring the vertical and horizontal

    electric field components, respectively, in the immediate vicinity of the

    lightning channel. [M. Miki, V.A. Rakov, K.J. Rambo, G.H. Schnetzer, andM.A. Uman; "Electric Fields Near Triggered Lightning Channels Measured

    with Pockels Sensors," J. Geophys. Res., vol.107 (D16), Figure. 4, pp. 4,

    2002]

    3.2.2 Experimental Setup

    Pockels sensors were installed on the underground rocket launching facility at the

    ICLRT [Rakov et al., 2000, 2001; Crawford et al., 2001], as shown in Figure 3-6.

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    Figure 3-6: Experimental setup. [M. Miki, V.A. Rakov, K.J. Rambo, G.H. Schnetzer, and

    M.A. Uman; "Electric Fields Near Triggered Lightning Channels Measured

    with Pockels Sensors," J. Geophys. Res., vol.107 (D16), Figure. 3, pp. 3,2002]

    The vertical field sensor was placed at a radial distance of 0.1 m from, and at a

    height of 0.1 m above the tip of the 2-m vertical strike rod, and the horizontal field sensor

    was placed directly below it. A metal ring having a radius of 1.5 m was installed around

    the strike rod. The ring was connected to the base of the strike rod, which was grounded.

    Since the lightning channel could attach itself either to the strike rod or the ring, the

    horizontal distance between the channel and the Pockels sensor varied between 0.1 m to

    1.6 m. The corresponding lightning currents are measured using a current viewing

    resistor (shunt), placed at the base of the strike rod. Currents were also measured using a

    different method as discussed in Section 3.4.1. There are two types of current records: 1)

    low-current records, whose duration is about 250 ms and the measurement range is from

     –2 kA to 2 kA. The amplitude resolution of low-current records is about 1.8 A. The

    sampling interval was 100 ns; 2) high-current records, whose duration is 50 µs and the

    measurement range is from –31 kA to 18 kA. The resolution of high-current records was

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    about 450 A. The current sampling interval was 20 ns. The sampling interval for electric

    field records was 0.5 µs.

    3.3 Electric Field Waveforms

    3.3.1 V-Shaped Signatures with∆

    ERS =∆

    EL 

    In this type, the return stroke apparently neutralizes all the charge deposited by the

    leader and thus the entire waveform exhibits a V-shaped signature in which the leader

    and return stroke field changes are nearly equal to each other. The rise time of the return

    stroke electric field is of the order of 1 µs.

    ∆E   ∆ERS = ∆EL

    ∆E ∆ERS < ∆EL

    ∆E∆ERS (t) < ∆EL

    Time, sFigure 3-7: V-shaped electric field signatures with a) the return stroke field change, ∆ERS,

     being equal to the leader field change, ∆EL. b) ∆ERS < ∆EL, field flattening

    within 20 µs or so of the beginning of the return stroke (of the bottom of theV), c) ∆ERS (t) < ∆EL, no flattening within 20 µs.

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    Table 3-1: Summary of peak current and ∆EL statistics for 8 strokes exhibiting V-shapedelectric field signatures with ∆ERS = ∆EL.

     

    Peak Current, kA ∆EL, kV/m

    Min Max Mean GM Min Max Mean GM

    9.85 21.5 16.6 15.5 52.5 305 122 109

    3.3.2 V-Shaped Signatures with ∆ERS < ∆EL and Field Flattening within 20 s

    These electric field waveforms are characterized by residual electric fields (Kodali

    et al., 2003) and, hence, residual charge (and associated electrostatic field energy) that is

    apparently dissipated via a slower process lasting in excess of some hundreds of

    microseconds, other than the return stroke. Therefore, such waveforms cannot be used

    with confidence for estimating the input energy of a lightning return-stroke using the

    method illustrated in Figure. 3-1, which is based on the assumption that all the

    electrostatic field energy of the leader is converted to the Joule heating of the channel by

    the return stroke. However, these waveforms can be used to estimate the peak power,

    which is expected to occur within the first few hundred nanoseconds, long before the

    flattening takes place. We also used these waveforms for computing the input energy

    after adjusting them to eliminate the residual field. The statistics for the peak current and

    ∆EL for this category of strokes are given in Table 3-2.

    Table 3-2: Summary of peak current and ∆EL statistics for 5 strokes with ∆ERS < ∆EL 

    and flattening within 20 µs or so.Peak Current, kA ∆EL, kV/mMin Max Mean GM Min Max Mean GM

    15.4 26.3 20.6 19.6 105 227 160 155

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    3.3.3 Signatures with ∆ERS (t) < ∆EL and no Flattening within 20 s

    In these E-field signatures, the electric field after the beginning of the return stroke

    continues to increase during a time interval of the order of a few milliseconds. Such

     behavior is indicative of a residual charge (and associated electrostatic field energy)

    located near the attachment point and a process other than the return stokes being at work

    to neutralize this residual charge. E-field waveforms with ∆ERS (t) < ∆EL and no

    flattening with 20 µs were used for computing only the peak power, which occur before

    the “abnormal” behavior of the return-stroke E-field begins. The statistics of the peak

    current and ∆EL associated with this type of waveforms are given in Table 3-3.

    Table 3-3: Summary of peak current and ∆EL statistics for 18 strokes with ∆ERS (t) < ∆EL 

    and no flattening within 20 µs

    Peak Current, kA ∆EL, kV/m

    Min Max Mean GM Min Max Mean GM

    5.1 26.4 11.4 10.5 175 1150 554 474

    3.4 Analysis of V-Shaped E-Field Signatures with ∆ERS = ∆EL

    The product of channel-base current and close longitudinal electric field, each as a

    function of time, yields the power per unit channel length vs. time waveform. Since we

    have the current record for the return stroke only, the following results represent

     processes following the initiation of the return stroke (leader/return stroke transition). The

    energy per unit length is obtained by the integration over time of the power waveform, as

    discussed in Section 3.1.

    3.4.1 Data Processing

    E-field waveforms are typically noisy (see Figure 3-8 a) and hence some sort of

    filtering (averaging) has to be performed to make the electric field tractable. Only the

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     portion of the electric field record following the initiation of the return stroke was

    filtered, since only this portion was needed for estimating power and energy input. A

    moving-averaging window of 100 data points, which acts as a low-pass filter, was used

    for this purpose. Averaging was done after a suitable time interval after the beginning of

    the return stroke, so that the initial (fast-varying) portion of the return stroke is not

    modified, as illustrated in Figure. 3.8 b. In this example the E-field waveform is averaged

    2.5 µs after the start of the return stroke. One can see that the main features of the

    waveform are preserved, while the noise is significantly reduced. Such filtering was

     performed for all the strokes analyzed here. The resultant electric fields are shown in

    Figures 3-10 to 3-17.

    Leader Return Stroke A

    Time-Avera edOri inal

    2.5µsB

    Figure 3-8: Stroke S0013-1. A) Original E-field record. B) Filtered (100-µs moving-window time averaged) version of the E-field waveform shown in A).

    Time, µs

    In 2000, lightning currents were measured using two methods. In the first method,

    the total lightning current was measured using a current viewing resistor, CVR (shunt),

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     placed at the base of the strike rod. In the second method, currents entering the launcher

    grounding system (ground screen and ground rod) were measured and summed to obtain

    the total lightning current. In this latter case, the current into the 70 × 70m2 buried

    metallic grid (ground screen) was measured using two CVR’s and the ground rod current

    was measured using two P 110A’s current transformers (CT). The current range of P

    110A’s is from a few amperes to 20 kA, when terminated with a 50-ohm resistor. A

     passive combiner was used to sum the two signals from the ground rod CT’s to a total

    ground rod current. The ground screen current was measured by two separate

    instrumentation systems IIS-S (south ground screen current) and IIS-N (north ground

    screen current). The sum of the ground rod current and north and south screen currents

    gives the total screen

    IR  = 0.85+1.02ISR 

    2 = 0.8

    n = 36

    Figure.3-9: Scatter plot of screen current, IS vs. strike rod current, IR , for 2000. [V.

    Kodali, “Characterization and analysis of close lightning electromagnetic

    fields,” Master’s thesis, University of Florida; 2003].

    current. A scatter plot of ground screen current (the sum of the ground screen and ground

    rod currents to be exact) vs. strike rod current is shown in Figure 3-9. With a few

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    exceptions, the two current values are very close to each other. In the following sections

    (also in Tables 3-1 to 3-3), we used the strike-rod current, although in Table 3-4 the

     power and energy were also computed using the ground-screen current, when available.

    3.4.2 Power and Input Energy

    Power as a function of time, obtained as the product of longitudinal E-field and

    strike-rod current, and energy, the integral of the power curve, are shown in Figures 3-10

    to 3-17, for the eight strokes having the V-shaped E-field signatures with ∆ERS = ∆EL.

    The estimated peak power and energy values are given in Table 3-4. Histograms