Estimating Zenith Tropospheric Delay Based on GPT2w Model

To precisely and conveniently estimate zenith tropospheric delay (ZTD), troposphere refractivity is deduced through global pressure and temperature 2w (GPT2w) model and surface meteorology devices, ZTD is estimated based on integration of refractivity in the zenith direction. When surface meteorolog...

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Main Authors: Zan Liu, Xihong Chen, Qiang Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8782517/
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author Zan Liu
Xihong Chen
Qiang Liu
author_facet Zan Liu
Xihong Chen
Qiang Liu
author_sort Zan Liu
collection DOAJ
description To precisely and conveniently estimate zenith tropospheric delay (ZTD), troposphere refractivity is deduced through global pressure and temperature 2w (GPT2w) model and surface meteorology devices, ZTD is estimated based on integration of refractivity in the zenith direction. When surface meteorological measurements are absent, all parameters including surface meteorology and lapse rate are estimated by GPT2w. Validation is carried out using observed data in the year 2012 at 8 international GNSS service (IGS) stations. Results indicate that when surface meteorological parameters are available, the annual accuracy is improved by 27% than Saastamoinen model. Meanwhile, annual bias of the other scheme is decreased by 21% than the GPT2w+Saastamoinen model. For most stations, the bias shows seasonal characteristics, high elevation, high longitude and low latitude can bring less bias.
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spelling doaj.art-c7d073ebaf0645f6b4f21ba4daf73a922022-12-21T22:21:48ZengIEEEIEEE Access2169-35362019-01-01713925813926310.1109/ACCESS.2019.29319848782517Estimating Zenith Tropospheric Delay Based on GPT2w ModelZan Liu0https://orcid.org/0000-0003-2447-4270Xihong Chen1Qiang Liu2Air and Missile Defense College, Air Force Engineering University (AFEU), Xi’an, ChinaAir and Missile Defense College, Air Force Engineering University (AFEU), Xi’an, ChinaAir and Missile Defense College, Air Force Engineering University (AFEU), Xi’an, ChinaTo precisely and conveniently estimate zenith tropospheric delay (ZTD), troposphere refractivity is deduced through global pressure and temperature 2w (GPT2w) model and surface meteorology devices, ZTD is estimated based on integration of refractivity in the zenith direction. When surface meteorological measurements are absent, all parameters including surface meteorology and lapse rate are estimated by GPT2w. Validation is carried out using observed data in the year 2012 at 8 international GNSS service (IGS) stations. Results indicate that when surface meteorological parameters are available, the annual accuracy is improved by 27% than Saastamoinen model. Meanwhile, annual bias of the other scheme is decreased by 21% than the GPT2w+Saastamoinen model. For most stations, the bias shows seasonal characteristics, high elevation, high longitude and low latitude can bring less bias.https://ieeexplore.ieee.org/document/8782517/Zenith tropospheric delay (ZTD)GPT2w modelrefractivitymeteorological parameters
spellingShingle Zan Liu
Xihong Chen
Qiang Liu
Estimating Zenith Tropospheric Delay Based on GPT2w Model
IEEE Access
Zenith tropospheric delay (ZTD)
GPT2w model
refractivity
meteorological parameters
title Estimating Zenith Tropospheric Delay Based on GPT2w Model
title_full Estimating Zenith Tropospheric Delay Based on GPT2w Model
title_fullStr Estimating Zenith Tropospheric Delay Based on GPT2w Model
title_full_unstemmed Estimating Zenith Tropospheric Delay Based on GPT2w Model
title_short Estimating Zenith Tropospheric Delay Based on GPT2w Model
title_sort estimating zenith tropospheric delay based on gpt2w model
topic Zenith tropospheric delay (ZTD)
GPT2w model
refractivity
meteorological parameters
url https://ieeexplore.ieee.org/document/8782517/
work_keys_str_mv AT zanliu estimatingzenithtroposphericdelaybasedongpt2wmodel
AT xihongchen estimatingzenithtroposphericdelaybasedongpt2wmodel
AT qiangliu estimatingzenithtroposphericdelaybasedongpt2wmodel