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Lightning Mapping Array flash detection performance with variable receiver thresholds

This study characterizes Lightning Mapping Array performance for networks that participated in the Deep Convective Clouds and Chemistry field program using new Monte Carlo and curvature matrix model simulations. These open‐source simulation tools are readily adapted to real‐time operations or detail...

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Detalles Bibliográficos
Autores principales: Chmielewski, Vanna C., Bruning, Eric C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5101853/
https://www.ncbi.nlm.nih.gov/pubmed/27867785
http://dx.doi.org/10.1002/2016JD025159
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author Chmielewski, Vanna C.
Bruning, Eric C.
author_facet Chmielewski, Vanna C.
Bruning, Eric C.
author_sort Chmielewski, Vanna C.
collection PubMed
description This study characterizes Lightning Mapping Array performance for networks that participated in the Deep Convective Clouds and Chemistry field program using new Monte Carlo and curvature matrix model simulations. These open‐source simulation tools are readily adapted to real‐time operations or detailed studies of performance. Each simulation accounted for receiver threshold and location, as well as a reference distribution of source powers and flash sizes based on thunderstorm observations and the mechanics of station triggering. Source and flash detection efficiency were combined with solution bias and variability to predict flash area distortion at long ranges. Location errors and detection efficiency were highly dependent on the station configuration and thresholds, especially at longer ranges, such that performance varied more than expected across different networks and with azimuth within networks. Error characteristics matched prior studies, which led to an increase in flash distortion with range. Predicted flash detection efficiency exceeded 95% within 100 km of all networks.
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spelling pubmed-51018532016-11-16 Lightning Mapping Array flash detection performance with variable receiver thresholds Chmielewski, Vanna C. Bruning, Eric C. J Geophys Res Atmos Research Articles This study characterizes Lightning Mapping Array performance for networks that participated in the Deep Convective Clouds and Chemistry field program using new Monte Carlo and curvature matrix model simulations. These open‐source simulation tools are readily adapted to real‐time operations or detailed studies of performance. Each simulation accounted for receiver threshold and location, as well as a reference distribution of source powers and flash sizes based on thunderstorm observations and the mechanics of station triggering. Source and flash detection efficiency were combined with solution bias and variability to predict flash area distortion at long ranges. Location errors and detection efficiency were highly dependent on the station configuration and thresholds, especially at longer ranges, such that performance varied more than expected across different networks and with azimuth within networks. Error characteristics matched prior studies, which led to an increase in flash distortion with range. Predicted flash detection efficiency exceeded 95% within 100 km of all networks. John Wiley and Sons Inc. 2016-07-28 2016-07-27 /pmc/articles/PMC5101853/ /pubmed/27867785 http://dx.doi.org/10.1002/2016JD025159 Text en ©2016. The Authors. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Chmielewski, Vanna C.
Bruning, Eric C.
Lightning Mapping Array flash detection performance with variable receiver thresholds
title Lightning Mapping Array flash detection performance with variable receiver thresholds
title_full Lightning Mapping Array flash detection performance with variable receiver thresholds
title_fullStr Lightning Mapping Array flash detection performance with variable receiver thresholds
title_full_unstemmed Lightning Mapping Array flash detection performance with variable receiver thresholds
title_short Lightning Mapping Array flash detection performance with variable receiver thresholds
title_sort lightning mapping array flash detection performance with variable receiver thresholds
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5101853/
https://www.ncbi.nlm.nih.gov/pubmed/27867785
http://dx.doi.org/10.1002/2016JD025159
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