Application research of combined model based on VMD and MOHHO in precipitable water vapor prediction

M Kou, K Zhang, W Zhang, J Ma, J Ren, G Wang - Atmospheric Research, 2023 - Elsevier
The change characteristics of precipitable water vapor (PWV) are closely related to the
timing of artificial rainfall enhancement operations, and accurate prediction of PWV changes …

Near-real-time GNSS tropospheric IWV monitoring system for South America

JM Aragón Paz, LPO Mendoza, LI Fernández - GPS Solutions, 2023 - Springer
Water vapor (WV) is a key component in the hydrological cycle. Changes in the distribution
of WV and the rate of these changes influence the evolution of the climate. In addition, near …

Estimating rainfall from surveillance audio based on parallel network with multi-scale fusion and attention mechanism

M Chen, X Wang, M Wang, X Liu, Y Wu, X Wang - Remote Sensing, 2022 - mdpi.com
Rainfall data have a profound significance for meteorology, climatology, hydrology, and
environmental sciences. However, existing rainfall observation methods (including ground …

Machine learning-based estimation of hourly GNSS precipitable water vapour

Z Adavi, B Ghassemi, R Weber, N Hanna - Remote sensing, 2023 - mdpi.com
Water vapour plays a key role in long-term climate studies and short-term weather
forecasting. Therefore, to understand atmospheric variations, it is crucial to observe water …

Multi-Criteria Decision-Making Solutions for Optimal Solar Energy Sites Identification: A Systematic Review and Analysis

FC Jong, MM Ahmed - IEEE Access, 2024 - ieeexplore.ieee.org
Multi-Criteria Decision-Making (MCDM) is widely recognized as an effective approach for
identifying optimal solar energy sites. However, a common challenge with MCDM lies in the …

An improved global pressure and zenith wet delay model with optimized vertical correction considering the spatiotemporal variability in multiple height-scale factors

C Jiang, X Gao, H Zhu, S Wang, S Liu… - Geoscientific Model …, 2024 - gmd.copernicus.org
Atmospheric pressure and zenith wet delay (ZWD) are essential for global navigation
satellite system (GNSS) tropospheric correction and precipitable water vapor (PWV) …

Rainfall prediction model based on CEEMDAN-VMD-BiLSTM network

S Hou, Q Geng, Y Huang, Z Bian - Water, Air, & Soil Pollution, 2024 - Springer
Rainfall prediction, based on meteorological data and models, forecasts the possible rainfall
conditions for a period in the future. It is one of the important issues in meteorology and …

An improved strategy for real-time troposphere estimation and its application in the severe weather event monitoring

L Zhao, M Cui, J Song - Atmosphere, 2022 - mdpi.com
The water vapor content in the atmosphere is highly correlated with rainfall events, which
can be used as a data source for rainfall prediction or drought monitoring. The GNSS PPP …

Investigating the influence of water vapor on heavy rainfall events in the southern Korean peninsula

YJ Kim, JB Jee, B Lim - Remote Sensing, 2023 - mdpi.com
In this study, we examined the influence of water vapor on heavy rainfall events over the
complex mountainous terrain of the southern Korean Peninsula using rawinsonde and …

[HTML][HTML] The Zenith Total Delay Combination of International GNSS Service Repro3 and the Analysis of Its Precision

Q Huang, X Wang, H Li, J Zhang, Z Han, D Liu, Y Li… - Remote Sensing, 2024 - mdpi.com
Currently, ground-based global navigation satellite system (GNSS) techniques have
become widely recognized as a reliable and effective tool for atmospheric monitoring …