Poisson Total Variation Denoising for Micropulse Water Vapor DIAL

Poisson Total Variation Denoising for Micropulse Water Vapor DIAL

We have adapted the Poisson Total Variation lidar signal processing technique for Micro-Pulse DIAL water vapor estimates. This processing technique ingests data at 10 second-37.5 meter resolution where it adaptively adjusts the retrieval resolution based on signal-to-noise and performs range deconvo...

Full description

Bibliographic Details
Main Authors: Hayman Matthew, Marais Willem, Stillwell Robert, Spuler Scott
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2020/13/epjconf_ilrc292020_06012.pdf
id doaj-8935b8bd497f47a4af84da4ecd6cec64
record_format Article
spelling doaj-8935b8bd497f47a4af84da4ecd6cec642021-08-02T17:07:49ZengEDP SciencesEPJ Web of Conferences2100-014X2020-01-012370601210.1051/epjconf/202023706012epjconf_ilrc292020_06012Poisson Total Variation Denoising for Micropulse Water Vapor DIALHayman Matthew0Marais Willem1Stillwell Robert2Spuler Scott3National Center for Atmospheric Research, Earth Observing LabCooperative Institute for Meteorological Satellite Studies, University of Wisconsin-MadisonNational Center for Atmospheric Research, Earth Observing LabNational Center for Atmospheric Research, Earth Observing LabWe have adapted the Poisson Total Variation lidar signal processing technique for Micro-Pulse DIAL water vapor estimates. This processing technique ingests data at 10 second-37.5 meter resolution where it adaptively adjusts the retrieval resolution based on signal-to-noise and performs range deconvolution. The result is high resolution data in regions with ample signal, preservation of sharp discontinuities where they exist, and a data product that better represents of the acquired photon counting data than the standard processing technique.https://www.epj-conferences.org/articles/epjconf/pdf/2020/13/epjconf_ilrc292020_06012.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Hayman Matthew
Marais Willem
Stillwell Robert
Spuler Scott
spellingShingle Hayman Matthew
Marais Willem
Stillwell Robert
Spuler Scott
Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
EPJ Web of Conferences
author_facet Hayman Matthew
Marais Willem
Stillwell Robert
Spuler Scott
author_sort Hayman Matthew
title Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
title_short Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
title_full Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
title_fullStr Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
title_full_unstemmed Poisson Total Variation Denoising for Micropulse Water Vapor DIAL
title_sort poisson total variation denoising for micropulse water vapor dial
publisher EDP Sciences
series EPJ Web of Conferences
issn 2100-014X
publishDate 2020-01-01
description We have adapted the Poisson Total Variation lidar signal processing technique for Micro-Pulse DIAL water vapor estimates. This processing technique ingests data at 10 second-37.5 meter resolution where it adaptively adjusts the retrieval resolution based on signal-to-noise and performs range deconvolution. The result is high resolution data in regions with ample signal, preservation of sharp discontinuities where they exist, and a data product that better represents of the acquired photon counting data than the standard processing technique.
url https://www.epj-conferences.org/articles/epjconf/pdf/2020/13/epjconf_ilrc292020_06012.pdf
work_keys_str_mv AT haymanmatthew poissontotalvariationdenoisingformicropulsewatervapordial
AT maraiswillem poissontotalvariationdenoisingformicropulsewatervapordial
AT stillwellrobert poissontotalvariationdenoisingformicropulsewatervapordial
AT spulerscott poissontotalvariationdenoisingformicropulsewatervapordial
_version_ 1721229308943400960

Similar Items