An Improved Method for Analyzing Broadband VHF Interferometer Lightning Observations
Xiangpeng Fan
1
,
Paul R. Krehbiel
2
,
Mark A Stanley
2
,
MARK STANLEY
2
,
William Rison
2
,
H E Edens
2
,
Yi-Jun Zhang
3
Publication type: Journal Article
Publication date: 2023-07-27
scimago Q1
wos Q1
SJR: 2.397
CiteScore: 13.6
Impact factor: 8.6
ISSN: 01962892, 15580644
Electrical and Electronic Engineering
General Earth and Planetary Sciences
Abstract
Based on the very high-frequency (VHF) pulse signal detected by interferometer (INTF) antennas as the reference unit, a lightning location method based on pulse matching and peak extraction is proposed in this paper. The first key step of this method is to optimize the raw VHF data of the INTF by using the ensemble empirical mode decomposition (EEMD) method to control the quality of the original signal by bandpass filtering to preserve only the relatively high-frequency components of 40-80 MHz. Then, through a combination of main and auxiliary windows, the matching of waveforms from different antennas is realized by means of generalized cross-correlation. In a microscale window (11 ns), the pulse signals are further accurately matched, and the arrival time difference is calculated under threshold and similarity constraints. Finally, the two-dimensional coordinates of the matched pulsed radiation sources are obtained using the nonlinear least squares method. Compared with the results of the traditional 'centroid' approach, the number of radiation sources obtained with the proposed method is greatly increased. For lightning cases with different discharge intensities, the number of located radiation sources can be increased by a factor of 10-20, and for specific short-duration and rapidly changing discharge processes (such as dart leaders and K events), the number of located radiation sources can be increased by a factor of nearly 100. For INTF operation at 20-88 MHz with a sampling rate of 180 MHz, the analytical resolution of the lightning discharge process can be improved to 10 ns. When the radiation sources are fully located, the widths of the lightning channels can be successfully reconstructed from the density of no-size points representing the located radiation sources in space.
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Total citations:
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Citations from 2024:
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(80%)
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Fan X. et al. An Improved Method for Analyzing Broadband VHF Interferometer Lightning Observations // IEEE Transactions on Geoscience and Remote Sensing. 2023. Vol. 61. pp. 1-18.
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Fan X., Krehbiel P. R., Stanley M. A., STANLEY M., Rison W., Edens H. E., Zhang Y. An Improved Method for Analyzing Broadband VHF Interferometer Lightning Observations // IEEE Transactions on Geoscience and Remote Sensing. 2023. Vol. 61. pp. 1-18.
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TY - JOUR
DO - 10.1109/tgrs.2023.3299368
UR - https://ieeexplore.ieee.org/document/10196030/
TI - An Improved Method for Analyzing Broadband VHF Interferometer Lightning Observations
T2 - IEEE Transactions on Geoscience and Remote Sensing
AU - Fan, Xiangpeng
AU - Krehbiel, Paul R.
AU - Stanley, Mark A
AU - STANLEY, MARK
AU - Rison, William
AU - Edens, H E
AU - Zhang, Yi-Jun
PY - 2023
DA - 2023/07/27
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 1-18
VL - 61
SN - 0196-2892
SN - 1558-0644
ER -
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@article{2023_Fan,
author = {Xiangpeng Fan and Paul R. Krehbiel and Mark A Stanley and MARK STANLEY and William Rison and H E Edens and Yi-Jun Zhang},
title = {An Improved Method for Analyzing Broadband VHF Interferometer Lightning Observations},
journal = {IEEE Transactions on Geoscience and Remote Sensing},
year = {2023},
volume = {61},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {jul},
url = {https://ieeexplore.ieee.org/document/10196030/},
pages = {1--18},
doi = {10.1109/tgrs.2023.3299368}
}