A New Hybrid Algorithm to Image Lightning Channels Combining the Time Difference of Arrival Technique and Electromagnetic Time Reversal Technique

Very-high-frequency (VHF) electromagnetic signals have been well used to image lightning channels with high temporal and spatial resolution due to their capability to penetrate clouds. A lightning broadband VHF interferometer with three VHF antennas configured in a scalene-triangle shape has been in...

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Published inRemote sensing (Basel, Switzerland) Vol. 13; no. 22; p. 4658
Main Authors Li, Fengquan, Sun, Zhuling, Liu, Mingyuan, Yuan, Shanfeng, Wei, Lei, Sun, Chunfa, Lyu, Huimin, Zhu, Kexin, Tang, Guoying
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LanguageEnglish
Published Basel MDPI AG 01.11.2021
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Abstract Very-high-frequency (VHF) electromagnetic signals have been well used to image lightning channels with high temporal and spatial resolution due to their capability to penetrate clouds. A lightning broadband VHF interferometer with three VHF antennas configured in a scalene-triangle shape has been installed in Lhasa since 2019, to detect the lightning VHF signals. Using the signals from the VHF interferometer, a new hybrid algorithm, called the TDOA-EMTR technique, combining the time difference of arrival (TDOA) and the electromagnetic time reversal (EMTR) technique is introduced to image the two-dimensional lightning channels. The TDOA technique is firstly applied to calculate the initial solutions for the whole lightning flash. According to the results by the TDOA method, the domain used for the EMTR technique is predetermined, and then the EMTR technique is operated to obtain the final positioning result. Unlike the original EMTR technique, the low-power frequency points for each time window are removed based on the FFT spectrum. Metrics used to filter noise events are adjusted. Detailed imaging results of a negative cloud-to-ground (CG) lightning flash and an intra-cloud (IC) lightning flash by the TDOA method and the TDOA-EMTR are presented. Compared with the original EMTR method, the positioning efficiency can be improved by more than a factor of 3 to 4, depending on the scope of the pre-determined domain. Results show that the new algorithm can obtain much weaker radiation sources and simultaneously occurring sources, compared with the TDOA method.
AbstractList Very-high-frequency (VHF) electromagnetic signals have been well used to image lightning channels with high temporal and spatial resolution due to their capability to penetrate clouds. A lightning broadband VHF interferometer with three VHF antennas configured in a scalene-triangle shape has been installed in Lhasa since 2019, to detect the lightning VHF signals. Using the signals from the VHF interferometer, a new hybrid algorithm, called the TDOA-EMTR technique, combining the time difference of arrival (TDOA) and the electromagnetic time reversal (EMTR) technique is introduced to image the two-dimensional lightning channels. The TDOA technique is firstly applied to calculate the initial solutions for the whole lightning flash. According to the results by the TDOA method, the domain used for the EMTR technique is predetermined, and then the EMTR technique is operated to obtain the final positioning result. Unlike the original EMTR technique, the low-power frequency points for each time window are removed based on the FFT spectrum. Metrics used to filter noise events are adjusted. Detailed imaging results of a negative cloud-to-ground (CG) lightning flash and an intra-cloud (IC) lightning flash by the TDOA method and the TDOA-EMTR are presented. Compared with the original EMTR method, the positioning efficiency can be improved by more than a factor of 3 to 4, depending on the scope of the pre-determined domain. Results show that the new algorithm can obtain much weaker radiation sources and simultaneously occurring sources, compared with the TDOA method.
Author Wei, Lei
Sun, Chunfa
Yuan, Shanfeng
Sun, Zhuling
Liu, Mingyuan
Lyu, Huimin
Zhu, Kexin
Tang, Guoying
Li, Fengquan
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CitedBy_id crossref_primary_10_3390_rs15112817
crossref_primary_10_1109_TEMC_2022_3226470
crossref_primary_10_1007_s00376_023_2280_x
crossref_primary_10_3390_rs14041003
Cites_doi 10.1002/2018GL077628
10.1016/j.atmosres.2020.105314
10.3390/rs13193883
10.1038/ncomms10721
10.1029/2021GL094127
10.1109/TGRS.2021.3083446
10.3390/rs13112212
10.1109/TEMC.2017.2651142
10.1029/2020JD033745
10.1002/2014EA000051
10.1016/j.atmosres.2019.104647
10.1016/j.atmosres.2011.08.016
10.1029/2020GL089005
10.1109/TEMC.2013.2266932
10.1029/2019GL086915
10.1029/2020EA001111
10.1016/j.atmosres.2012.11.010
10.3390/atmos9080317
10.1002/2015JD023702
10.1029/2018JD029488
10.1002/2014JD022100
10.1029/2020JD034309
10.1029/2021GL093145
10.1029/2019JD030783
10.1029/2020JD033187
10.1007/s11430-020-9656-8
10.1109/ACCESS.2018.2833115
10.3390/rs13112084
10.1002/2013JD019910
10.1029/2019JD030401
10.1002/2014GL061963
10.1002/2013JD020217
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References Yuan (ref_8) 2021; 48
Wu (ref_3) 2018; 45
Qie (ref_4) 2021; 64
ref_10
Mora (ref_16) 2012; 117
Wang (ref_19) 2018; 6
Rison (ref_23) 2016; 7
Wu (ref_34) 2019; 124
(ref_11) 2019; 62
Sun (ref_15) 2014; 119
Li (ref_29) 2021; 126
Urbani (ref_12) 2021; 126
Li (ref_25) 2020; 47
Zhu (ref_7) 2020; 7
Wang (ref_18) 2017; 59
Chen (ref_21) 2019; 124
Lyu (ref_33) 2014; 41
Zhang (ref_9) 2020; 47
ref_24
ref_22
Petersen (ref_30) 2013; 118
ref_20
Jensen (ref_26) 2021; 126
Sun (ref_13) 2013; 129
Sun (ref_27) 2016; 121
Pu (ref_28) 2019; 124
ref_2
Pu (ref_32) 2021; 48
Nag (ref_1) 2015; 2
Ma (ref_6) 2021; 249
ref_5
Wang (ref_31) 2019; 231
Stock (ref_14) 2014; 119
Lugrin (ref_17) 2013; 56
References_xml – volume: 45
  start-page: 3698
  year: 2018
  ident: ref_3
  article-title: Lightning Mapping with an Array of Fast Antennas
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2018GL077628
  contributor:
    fullname: Wu
– volume: 249
  start-page: 105314
  year: 2021
  ident: ref_6
  article-title: A low frequency 3D lightning mapping network in north China
  publication-title: Atmos. Res.
  doi: 10.1016/j.atmosres.2020.105314
  contributor:
    fullname: Ma
– ident: ref_2
  doi: 10.3390/rs13193883
– volume: 7
  start-page: 10721
  year: 2016
  ident: ref_23
  article-title: Observations of narrow bipolar events reveal how lightning is initiated in thunderstorms
  publication-title: Nat. Commun.
  doi: 10.1038/ncomms10721
  contributor:
    fullname: Rison
– volume: 48
  start-page: e2021GL094127
  year: 2021
  ident: ref_8
  article-title: Side Discharges from the Active Negative Leaders in a Positive Cloud-To-Ground Lightning Flash
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2021GL094127
  contributor:
    fullname: Yuan
– ident: ref_20
  doi: 10.1109/TGRS.2021.3083446
– ident: ref_10
  doi: 10.3390/rs13112212
– volume: 59
  start-page: 1949
  year: 2017
  ident: ref_18
  article-title: Broadband VHF Localization of Lightning Radiation Sources by EMTR
  publication-title: IEEE Trans. Electromagn. Compat.
  doi: 10.1109/TEMC.2017.2651142
  contributor:
    fullname: Wang
– volume: 126
  start-page: e2020JD033745
  year: 2021
  ident: ref_12
  article-title: High-energy radiation from natural lightning observed in coincidence with a VHF broadband interferometer
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2020JD033745
  contributor:
    fullname: Urbani
– volume: 2
  start-page: 65
  year: 2015
  ident: ref_1
  article-title: Lightning locating systems: Insights on characteristics and validation tech-niques
  publication-title: Earth Space Sci.
  doi: 10.1002/2014EA000051
  contributor:
    fullname: Nag
– volume: 62
  start-page: 2128
  year: 2019
  ident: ref_11
  article-title: New accuracy testing of the lightning VHF interferometer by an artificial intercloud pulse gener-ator. IEEE Trans
  publication-title: Electromagn. Compat.
– volume: 231
  start-page: 104647
  year: 2019
  ident: ref_31
  article-title: Continuous broadband lightning VHF mapping array using MUSIC algorithm
  publication-title: Atmospheric Res.
  doi: 10.1016/j.atmosres.2019.104647
  contributor:
    fullname: Wang
– volume: 117
  start-page: 78
  year: 2012
  ident: ref_16
  article-title: Application of the time reversal of electromagnetic fields to locate lightning discharges
  publication-title: Atmospheric Res.
  doi: 10.1016/j.atmosres.2011.08.016
  contributor:
    fullname: Mora
– volume: 47
  start-page: e2020GL089005
  year: 2020
  ident: ref_9
  article-title: First Measurements of Low-Frequency Sferics Associated with Terrestrial Gamma-Ray Flashes Produced by Equatorial Thunderstorms
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2020GL089005
  contributor:
    fullname: Zhang
– volume: 56
  start-page: 149
  year: 2013
  ident: ref_17
  article-title: On the Location of Lightning Discharges Using Time Reversal of Electromagnetic Fields
  publication-title: IEEE Trans. Electromagn. Compat.
  doi: 10.1109/TEMC.2013.2266932
  contributor:
    fullname: Lugrin
– volume: 47
  start-page: e2019GL086915
  year: 2020
  ident: ref_25
  article-title: Broadband VHF observations of two natural positive cloud-to-ground lightning flashes
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2019GL086915
  contributor:
    fullname: Li
– volume: 7
  start-page: e2020EA001111
  year: 2020
  ident: ref_7
  article-title: Huntsville Alabama Marx Meter Array 2: Upgrade and Capability
  publication-title: Earth Space Sci.
  doi: 10.1029/2020EA001111
  contributor:
    fullname: Zhu
– volume: 129
  start-page: 58
  year: 2013
  ident: ref_13
  article-title: Lightning VHF radiation location system based on short-baseline TDOA technique—Validation in rocket-triggered lightning
  publication-title: Atmos. Res.
  doi: 10.1016/j.atmosres.2012.11.010
  contributor:
    fullname: Sun
– ident: ref_24
  doi: 10.3390/atmos9080317
– volume: 121
  start-page: 413
  year: 2016
  ident: ref_27
  article-title: Characteristics of a negative lightning with multiple-ground terminations observed by a VHF lightning location system
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1002/2015JD023702
  contributor:
    fullname: Sun
– volume: 124
  start-page: 4074
  year: 2019
  ident: ref_28
  article-title: Broadband Characteristics of Chaotic Pulse Trains Associated with Sequential Dart Leaders in a Rocket-Triggered Lightning Flash
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2018JD029488
  contributor:
    fullname: Pu
– volume: 119
  start-page: 13
  year: 2014
  ident: ref_15
  article-title: Characteristics of a rocket-triggered lightning flash with large stroke number and the associated leader propagation
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1002/2014JD022100
  contributor:
    fullname: Sun
– volume: 126
  start-page: e2020JD034309
  year: 2021
  ident: ref_26
  article-title: Dart-Leader and K-Leader Velocity From Initiation Site to Termination Time-Resolved with 3D Interferometry
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2020JD034309
  contributor:
    fullname: Jensen
– volume: 48
  start-page: e2021GL093145
  year: 2021
  ident: ref_32
  article-title: VHF Radio Spectrum of a Positive Leader and Implications for Electric Fields
  publication-title: Geophys. Res. Lett.
  doi: 10.1029/2021GL093145
  contributor:
    fullname: Pu
– volume: 124
  start-page: 9983
  year: 2019
  ident: ref_34
  article-title: Velocities of positive leaders in intracloud and negative cloud-to-ground lightning flashes
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2019JD030783
  contributor:
    fullname: Wu
– volume: 126
  start-page: e2020JD033187
  year: 2021
  ident: ref_29
  article-title: A Rocket-Triggered Lightning Flash Con-taining Negative-Positive-Negative Current Polarity Reversal During Its Initial Stage
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2020JD033187
  contributor:
    fullname: Li
– volume: 64
  start-page: 10
  year: 2021
  ident: ref_4
  article-title: Understanding the dynam-ical-microphysical-electrical processes associated with severe thunderstorms over the Beijing metropolitan region
  publication-title: Sci. China Earth Sci.
  doi: 10.1007/s11430-020-9656-8
  contributor:
    fullname: Qie
– volume: 6
  start-page: 26558
  year: 2018
  ident: ref_19
  article-title: Multiple-Antennae Observation and EMTR Processing of Lightning VHF Radiations
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2018.2833115
  contributor:
    fullname: Wang
– ident: ref_5
  doi: 10.3390/rs13112084
– volume: 118
  start-page: 12
  year: 2013
  ident: ref_30
  article-title: High-speed video observations of a natural negative stepped leader and subsequent dart-stepped leader
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1002/2013JD019910
  contributor:
    fullname: Petersen
– ident: ref_22
– volume: 124
  start-page: 6484
  year: 2019
  ident: ref_21
  article-title: A Method of Three-Dimensional Location for LFEDA Combining the Time of Arrival Method and the Time Reversal Technique
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1029/2019JD030401
  contributor:
    fullname: Chen
– volume: 41
  start-page: 7777
  year: 2014
  ident: ref_33
  article-title: A low-frequency near-field interferometric-TOA 3-D Lightning Mapping Array
  publication-title: Geophys. Res. Lett.
  doi: 10.1002/2014GL061963
  contributor:
    fullname: Lyu
– volume: 119
  start-page: 3134
  year: 2014
  ident: ref_14
  article-title: Continuous broadband digital interferometry of lightning using a generalized cross-correlation algorithm
  publication-title: J. Geophys. Res. Atmos.
  doi: 10.1002/2013JD020217
  contributor:
    fullname: Stock
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Snippet Very-high-frequency (VHF) electromagnetic signals have been well used to image lightning channels with high temporal and spatial resolution due to their...
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StartPage 4658
SubjectTerms Algorithms
Antennas
Broadband
Camcorders
Channels
Clouds
Domains
electromagnetic time reversal technique
Interferometers
Lightning flashes
lightning imaging efficiency
Methods
Noise
Radiation
Radiation sources
Remote sensing
Spatial discrimination
Spatial resolution
Very high frequencies
very-high-frequency lightning
Windows (intervals)
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Title A New Hybrid Algorithm to Image Lightning Channels Combining the Time Difference of Arrival Technique and Electromagnetic Time Reversal Technique
URI https://www.proquest.com/docview/2602185879
https://doaj.org/article/65e6e764c0ff45fe80442ca8cff5b63a
Volume 13
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