Real Time Turbulence Estimation Using Doppler Lidar Measurements

A preliminary work on a new way to estimate atmospheric turbulence using high-frequency Doppler lidar measurements is presented. The turbulence estimations are based on wind reconstruction using 3D Doppler lidar observations and a particle filter. The suggested reconstruction algorithm links the lid...

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Main Authors: Rottner Lucie, Baehr Christophe
Format: Article
Language:English
Published: EDP Sciences 2016-01-01
Series:EPJ Web of Conferences
Online Access:http://dx.doi.org/10.1051/epjconf/201611914001
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spelling doaj-963dd03b071b4f9eb83579f3073ceed32021-08-02T01:05:16ZengEDP SciencesEPJ Web of Conferences2100-014X2016-01-011191400110.1051/epjconf/201611914001epjconf_ilrc2016_14001Real Time Turbulence Estimation Using Doppler Lidar MeasurementsRottner Lucie0Baehr Christophe1Météo-France, CNRM-GAMEMétéo-France, CNRM-GAMEA preliminary work on a new way to estimate atmospheric turbulence using high-frequency Doppler lidar measurements is presented. The turbulence estimations are based on wind reconstruction using 3D Doppler lidar observations and a particle filter. The suggested reconstruction algorithm links the lidar observations to numerical particles to obtain turbulence estimations every time new observations are available. The high frequency of the estimations is a new point which is detailed and discussed. Moreover, the presented algorithm ables to reconstruct the wind in three dimensions in the observed volume. We have thus locally access to the spatial variability of the turbulent atmosphere. The suggested algorithm is applied to a set of real observations. The obtained results are very encouraging : they show significant improvements on turbulent parameter estimations.http://dx.doi.org/10.1051/epjconf/201611914001
collection DOAJ
language English
format Article
sources DOAJ
author Rottner Lucie
Baehr Christophe
spellingShingle Rottner Lucie
Baehr Christophe
Real Time Turbulence Estimation Using Doppler Lidar Measurements
EPJ Web of Conferences
author_facet Rottner Lucie
Baehr Christophe
author_sort Rottner Lucie
title Real Time Turbulence Estimation Using Doppler Lidar Measurements
title_short Real Time Turbulence Estimation Using Doppler Lidar Measurements
title_full Real Time Turbulence Estimation Using Doppler Lidar Measurements
title_fullStr Real Time Turbulence Estimation Using Doppler Lidar Measurements
title_full_unstemmed Real Time Turbulence Estimation Using Doppler Lidar Measurements
title_sort real time turbulence estimation using doppler lidar measurements
publisher EDP Sciences
series EPJ Web of Conferences
issn 2100-014X
publishDate 2016-01-01
description A preliminary work on a new way to estimate atmospheric turbulence using high-frequency Doppler lidar measurements is presented. The turbulence estimations are based on wind reconstruction using 3D Doppler lidar observations and a particle filter. The suggested reconstruction algorithm links the lidar observations to numerical particles to obtain turbulence estimations every time new observations are available. The high frequency of the estimations is a new point which is detailed and discussed. Moreover, the presented algorithm ables to reconstruct the wind in three dimensions in the observed volume. We have thus locally access to the spatial variability of the turbulent atmosphere. The suggested algorithm is applied to a set of real observations. The obtained results are very encouraging : they show significant improvements on turbulent parameter estimations.
url http://dx.doi.org/10.1051/epjconf/201611914001
work_keys_str_mv AT rottnerlucie realtimeturbulenceestimationusingdopplerlidarmeasurements
AT baehrchristophe realtimeturbulenceestimationusingdopplerlidarmeasurements
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