Neural Network-Based Models for Estimating Weighted Mean Temperature in China and Adjacent Areas [PDF]
Atmosphere, 2021 The weighted mean temperature (Tm) is a key parameter when converting the zenith wet delay (ZWD) to precipitation water vapor (PWV) in ground-based Global Navigation Satellite System (GNSS) meteorology. Tm can be calculated via numerical integration with
Fengyang Long +3 more
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Comprehensive Analysis and Validation of the Atmospheric Weighted Mean Temperature Models in China
Remote Sensing, 2022 Atmospheric weighted mean temperature (Tm) is a key parameter used by the Global Navigation Satellite System (GNSS) for calculating precipitable water vapor (PWV).
Yongjie Ma +6 more
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A Novel Modeling Strategy of Weighted Mean Temperature in China Using RNN and LSTM [PDF]
Remote Sensing, 2021 In the meteorology of Global Navigation Satellite System, the weighted mean temperature (Tm) is a key parameter in the process of converting the zenith wetness delay into precipitable water vapor, and it plays an important role in water vapor monitoring.
Wenliang Gao +4 more
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Improving the Estimation of Weighted Mean Temperature in China Using Machine Learning Methods
Remote Sensing, 2021 As a crucial parameter in estimating precipitable water vapor from tropospheric delay, the weighted mean temperature (Tm) plays an important role in Global Navigation Satellite System (GNSS)-based water vapor monitoring techniques.
Zhangyu Sun, Bao Zhang, Yibin Yao
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ATMOSPHERIC WEIGHTED MEAN TEMPERATURE MODEL IN GUILIN [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020 Atmospheric water vapor is an important part of the earth's atmosphere, and it has a great relationship with the formation of precipitation and climate change.
Z. X. Mo +7 more
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Comparison of Weighted Mean Temperature in Greenland Calculated by Four Reanalysis Data
Remote Sensing, 2022 The weighted mean temperature (Â Tm) is a critical parameter for precipitable water vapor (PWV) retrieval in global navigation satellite system (GNSS) meteorology.
Chengcheng Luo +5 more
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A Weighted Mean Temperature Model with Nonlinear Elevation Correction Using China as an Example [PDF]
Remote Sensing, 2021 The weighted mean temperature (Tm) is a crucial parameter for determining the tropospheric delay in transforming precipitable water vapor. We used the reanalysis data provided by European Centre for Medium-Range Weather Forecasts (ECMWF) to analyze the ...
Hai Zhu, Kejie Chen, Guanwen Huang
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Remote Sensing, 2021 The Global Navigation Satellite System (GNSS) plays an important role in retrieving high temporal–spatial resolution precipitable water vapor (PWV) and its applications.
Mingliang Wu +5 more
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Random Forest-Based Model for Estimating Weighted Mean Temperature in Mainland China
Atmosphere, 2022 The weighted mean temperature (Tm) is a vital parameter for converting zenith wet delay (ZWD) into precipitation water vapor (PWV) and plays an essential part in the Global Navigation Satellite System (GNSS) inversion of PWV.
Haojie Li +5 more
doaj +3 more sources
Optimised weighted mean temperature model based on generalised regression neural network
All Earth, 2023 The weighted mean temperature (Tm) is a key parameter to calculate the Global Navigation Satellite System (GNSS)-based precipitable water vapour (PWV). Data fusion provides a solution to depict the characteristics of Tm in detail.
Junyu Li +7 more
doaj +2 more sources