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 …
multiple factors. Despite extensive studies, a systematic quantitative review of recent …
Research progress and prospect of monitoring tropospheric water vapor by GNSS technique
YAO Yibin, Z Qingzhi - Acta Geodaetica et Cartographica Sinica, 2022 - xb.chinasmp.com
Troposphere is the most closely related to human activities in the geospace environment,
and water vapor is one of the most important components in the lower atmosphere. Although …
and water vapor is one of the most important components in the lower atmosphere. Although …
Hourly rainfall forecast model using supervised learning algorithm
Q Zhao, Y Liu, W Yao, Y Yao - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Previous studies on short-term rainfall forecast using precipitable water vapor (PWV) and
meteorological parameters mainly focus on rain occurrence, while the rainfall forecast is …
meteorological parameters mainly focus on rain occurrence, while the rainfall forecast is …
A drought monitoring method based on precipitable water vapor and precipitation
Q Zhao, X Ma, W Yao, Y Liu, Y Yao - Journal of climate, 2020 - journals.ametsoc.org
Precipitable water vapor (PWV) with high precision and high temporal resolution can be
obtained based on the global navigation and satellite positioning system (GNSS) technique …
obtained based on the global navigation and satellite positioning system (GNSS) technique …
Development of an improved model for prediction of short-term heavy precipitation based on GNSS-derived PWV
Nowadays, the Global Navigation Satellite Systems (GNSS) have become an effective
atmospheric observing technique to remotely sense precipitable water vapor (PWV) mainly …
atmospheric observing technique to remotely sense precipitable water vapor (PWV) mainly …
Development of rainfall forecasting model using machine learning with singular spectrum analysis
Agriculture is the key point for survival for develo** nations like India. For farming, rainfall
is generally significant. Rainfall updates are help for evaluate water assets, farming …
is generally significant. Rainfall updates are help for evaluate water assets, farming …
An improved method for rainfall forecast based on GNSS-PWV
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 …
water vapor (PWV) due to its high accuracy and high spatiotemporal resolutions. PWV …
A new cumulative anomaly-based model for the detection of heavy precipitation using GNSS-derived tropospheric products
In recent years, tropospheric products obtained from ground-based global navigation
satellite system (GNSS) measurements, especially the zenith total delay (ZTD) and …
satellite system (GNSS) measurements, especially the zenith total delay (ZTD) and …
Analysis of" 21· 7" extreme rainstorm process in Henan Province using BeiDou/GNSS observation
Influenced by severe typhoons" In-Fa" and" Cempaka", an extreme rainstorm occurred in
Henan Province in July 2021, which caused heavy casualties and huge economic losses …
Henan Province in July 2021, which caused heavy casualties and huge economic losses …
A global assessment of precipitable water vapor derived from GNSS zenith tropospheric delays with ERA5, NCEP FNL, and NCEP GFS products
In precipitable water vapor (PWV) retrievals from Global Navigation Satellite System (GNSS)
data, the two essential parameters, namely, surface pressure () and weighted mean …
data, the two essential parameters, namely, surface pressure () and weighted mean …