A systematic quantitative review on the performance of some of the recent short-term rainfall forecasting techniques

SP Ashok, S Pekkat - Journal of Water and Climate Change, 2022 - iwaponline.com
Rainfall forecasting is a high-priority research problem due to the complex interplay of
multiple factors. Despite extensive studies, a systematic quantitative review of recent …

Development of an improved model for prediction of short-term heavy precipitation based on GNSS-derived PWV

H Li, X Wang, S Wu, K Zhang, X Chen, C Qiu, S Zhang… - Remote Sensing, 2020 - mdpi.com
Nowadays, the Global Navigation Satellite Systems (GNSS) have become an effective
atmospheric observing technique to remotely sense precipitable water vapor (PWV) mainly …

[HTML][HTML] An improved method for rainfall forecast based on GNSS-PWV

L Li, K Zhang, S Wu, H Li, X Wang, A Hu, W Li, E Fu… - Remote Sensing, 2022 - mdpi.com
Global navigation satellite systems (GNSS) has been applied to the sounding of precipitable
water vapor (PWV) due to its high accuracy and high spatiotemporal resolutions. PWV …

[HTML][HTML] 地基 GNSS 大气水汽探测遥感研究进展和展望

张克非, **浩博, 王晓明, 朱丹彤, 何琦敏, **龙江… - 2022 - xb.chinasmp.com
大气水汽是表征极端天气事件和气候变化的重要参数, 准确监测与分析水汽含量对于精准预测各
类灾害性天气事件与研究气候变化具有显著意义. 作为新兴的大气水汽探测方法, GNSS …

Detecting heavy rainfall using anomaly-based percentile thresholds of predictors derived from GNSS-PWV

H Li, X Wang, S Choy, C Jiang, S Wu, J Zhang… - Atmospheric …, 2022 - Elsevier
Nowadays, tropospheric products obtained from the Global Navigation Satellite Systems
(GNSS) observations, eg, precipitable water vapor (PWV), have heralded a new era of …

A new cumulative anomaly-based model for the detection of heavy precipitation using GNSS-derived tropospheric products

H Li, X Wang, S Choy, S Wu, C Jiang… - … on Geoscience and …, 2021 - ieeexplore.ieee.org
In recent years, tropospheric products obtained from ground-based global navigation
satellite system (GNSS) measurements, especially the zenith total delay (ZTD) and …

An improved model for detecting heavy precipitation using GNSS-derived zenith total delay measurements

H Li, X Wang, S Wu, K Zhang, X Chen… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
In recent years, precipitable water vapor has been widely used in heavy precipitation
prediction, which is obtained from a conversion of the zenith total delay (ZTD) of the GNSS …

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 …

Rainfall forecasting using GPS-derived atmospheric gradient and residual for tropical region

AN Biswas, YH Lee… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In recent studies, precipitable water vapor (PWV) has caught the interest of researchers in
predicting rainfall. However, rainfall depends on several other atmospheric factors that play …

Application of GPS PWV for rainfall detection using ERA5 datasets over the Indian IGS locations

A Srivastava - Journal of Earth System Science, 2024 - Springer
Precipitable water vapour (PWV) available in the lower atmosphere plays a very crucial role
in the determination of potential rainfall over an area and its early detection is very important …