Retrieval of cloud top properties from advanced geostationary satellite imager measurements based on machine learning algorithms
The cloud-top height (CTH) product derived from passive satellite instrument measurements
is often used to make climate data records (CDR). CALIPSO (Cloud-Aerosol Lidar and …
is often used to make climate data records (CDR). CALIPSO (Cloud-Aerosol Lidar and …
Quantitative applications of weather satellite data for nowcasting: progress and challenges
Monitoring and predicting highly localized weather events over a very short-term period,
typically ranging from minutes to a few hours, are very important for decision makers and …
typically ranging from minutes to a few hours, are very important for decision makers and …
Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network
Total precipitable water (TPW), a column of water vapor content in the atmosphere, provides
information on the spatial distribution of moisture. The high-resolution TPW, together with …
information on the spatial distribution of moisture. The high-resolution TPW, together with …
Machine learning-based weather support for the 2022 Winter Olympics
J Xia, H Li, Y Kang, C Yu, L Ji, L Wu, X Lou, G Zhu… - 2020 - Springer
The XXIV Olympic Winter Games are scheduled to take place from 4 to 22 February 2022,
followed by the Paralympic Games from 4 to 13 March, in Beijing and towns in the …
followed by the Paralympic Games from 4 to 13 March, in Beijing and towns in the …
Intercomparison review of IPWV retrieved from INSAT-3DR sounder, GNSS and CAMS reanalysis data
The spatiotemporal variations of integrated precipitable water vapor (IPWV) are very
important in understanding the regional variability of water vapor. Traditional in situ …
important in understanding the regional variability of water vapor. Traditional in situ …
Typhoon Maria Precipitation Retrieval and Evolution Based on the Infrared Brightness Temperature of the Feng‐Yun 4A/Advanced Geosynchronous Radiation Imager
G Wang, K Wang, W Han, D Wang… - Advances in …, 2020 - Wiley Online Library
Recognizing the importance and challenges inherent in the remote sensing of precipitation
in typhoon monitoring, a study of the Advanced Geosynchronous Radiation Imager (AGRI) …
in typhoon monitoring, a study of the Advanced Geosynchronous Radiation Imager (AGRI) …
Statistical Characteristics and Synoptic Patterns of Convection Initiation over the Middle Reaches of the Yangtze River Basin as Observed Using the Fengyun-4A …
S Li, X Wang, J Sun, Z Ma, Y Zhang… - Journal of …, 2024 - journals.ametsoc.org
Convection initiations (CIs) observed using the advanced geosynchronous radiation imager
on the Chinese Fengyun-4A satellite were identified over the middle reaches of the Yangtze …
on the Chinese Fengyun-4A satellite were identified over the middle reaches of the Yangtze …
Convective Initiation Nowcasting Over China From Fengyun-4A Measurements Based on TV-L1 Optical Flow and BP_Adaboost Neural Network Algorithms
F Sun, D Qin, M Min, B Li… - IEEE Journal of Selected …, 2019 - ieeexplore.ieee.org
Convective initiation (CI) nowcasting over China has a problem of a high false-alarm rate
(FAR) due to the local convective processes, most of which do not produce severe weather …
(FAR) due to the local convective processes, most of which do not produce severe weather …
Approximation of a Convective-Event-Monitoring System Using GOES-R Data and Ensemble ML Models
R Dávila-Ortiz, JN Carbajal-Pérez… - Remote Sensing, 2024 - mdpi.com
The presence of deep convective clouds is directly related to potential convective hazards,
such as lightning strikes, hail, severe storms, flash floods, and tornadoes. On the other hand …
such as lightning strikes, hail, severe storms, flash floods, and tornadoes. On the other hand …
Progress in severe convective weather forecasting in China since the 1950s
X Zhang, J Sun, Y Zheng, Y Zhang, R Ma… - Journal of …, 2020 - Springer
Located in the Asian monsoon region, China frequently experiences severe convective
weather (SCW), such as short-duration heavy rainfall (SDHR), thunderstorm high winds …
weather (SCW), such as short-duration heavy rainfall (SDHR), thunderstorm high winds …