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A new LSTM-based model to determine the atmospheric weighted mean temperature in GNSS PWV retrieval
X Zhao, Q Niu, Q Chi, J Chen, C Liu - GPS Solutions, 2024 - Springer
The atmospheric weighted mean temperature (T m) is a key parameter in determining the
precipitable water vapor (PWV). Conventional meteorological parameter empirical models …
precipitable water vapor (PWV). Conventional meteorological parameter empirical models …
A new Egyptian Grid Weighted Mean Temperature (EGWMT) model using hourly ERA5 reanalysis data in GNSS PWV retrieval
RE Sleem, MA Abdelfatah, AEK Mousa, GS El-Fiky - Scientific Reports, 2024 - nature.com
Precise modeling of weighted mean temperature (T m) is essential for Global Navigation
Satellite System (GNSS) meteorology. In retrieving precipitable water vapor (PWV) from …
Satellite System (GNSS) meteorology. In retrieving precipitable water vapor (PWV) from …
Research on the refinement of atmospheric weighted average temperature model in **'an based on machine learning
Y Shen, N Liu, S Zhang, X Zhu, N An - Advances in Space Research, 2025 - Elsevier
One of the most important parameters for calculating the atmospheric precipitable water
vapor (PWV) is the atmospheric weighted mean temperature (Tm). Meteorological …
vapor (PWV) is the atmospheric weighted mean temperature (Tm). Meteorological …
[HTML][HTML] Research on Modeling Weighted Average Temperature Based on the Machine Learning Algorithms
In response to the nonlinear fitting difficulty of the traditional weighted average temperature
(Tm) modeling, this paper proposed four machine learning (ML)-based Tm models. Based …
(Tm) modeling, this paper proposed four machine learning (ML)-based Tm models. Based …
[HTML][HTML] The New improved ZHD and weighted mean temperature models based on GNSS and radiosonde data using GPT3 and Fourier function
L Li, Y Gao, S Xu, H Lu, Q He, H Yu - Atmosphere, 2022 - mdpi.com
Compared to the zenith hydrostatic delay (ZHD) obtained from the Saastamonien model
based on in-situ measured meteorological (IMM) data and radiosonde-derived weighted …
based on in-situ measured meteorological (IMM) data and radiosonde-derived weighted …
[HTML][HTML] Comparison of Weighted Mean Temperature in Greenland Calculated by Four Reanalysis Data
The weighted mean temperature (T m) is a critical parameter for precipitable water vapor
(PWV) retrieval in global navigation satellite system (GNSS) meteorology. Reanalysis data …
(PWV) retrieval in global navigation satellite system (GNSS) meteorology. Reanalysis data …