Pathways and challenges of the application of artificial intelligence to geohazards modelling
The application of artificial intelligence (AI) and machine learning in geohazard modelling
has been rapidly growing in recent years, a trend that is observed in several research and …
has been rapidly growing in recent years, a trend that is observed in several research and …
Satellite all-sky infrared radiance assimilation: Recent progress and future perspectives
Satellite infrared (IR) sounder and imager measurements have become one of the main
sources of data used by data assimilation systems to generate initial conditions for …
sources of data used by data assimilation systems to generate initial conditions for …
[HTML][HTML] All-sky infrared radiance data assimilation of FY-4A AGRI with different physical parameterizations for the prediction of an extremely heavy rainfall event
Abstract The Fengyun-4A (FY-4A) Advanced Geostationary Radiation Imager (AGRI) allows
for high-spatiotemporal-resolution observations of the local severe weather systems. The …
for high-spatiotemporal-resolution observations of the local severe weather systems. The …
Development and interpretation of a neural-network-based synthetic radar reflectivity estimator using GOES-R satellite observations
KA Hilburn, I Ebert-Uphoff… - Journal of Applied …, 2020 - journals.ametsoc.org
Development and Interpretation of a Neural-Network-Based Synthetic Radar Reflectivity
Estimator Using GOES-R Satellite Observations in: Journal of Applied Meteorology and …
Estimator Using GOES-R Satellite Observations in: Journal of Applied Meteorology and …
Impacts of FY-4A AGRI radiance data assimilation on the forecast of the super typhoon “in-fa”(2021)
This study assessed the impact of assimilating the Fengyun-4A (FY-4A) Advanced
Geosynchronous Radiation Imager (AGRI) observations on the Super Typhoon “In-Fa” event …
Geosynchronous Radiation Imager (AGRI) observations on the Super Typhoon “In-Fa” event …
Comparison of assimilating all‐sky and clear‐sky infrared radiances from Himawari‐8 in a mesoscale system
This study examines the advantages of infrared all‐sky radiance (ASR) assimilation over
traditional clear‐sky radiance (CSR) assimilation using a mesoscale LETKF data …
traditional clear‐sky radiance (CSR) assimilation using a mesoscale LETKF data …
Assimilating all-sky infrared radiances from Himawari-8 using the 3DVar method for the prediction of a severe storm over North China
Although radar observations capture storm structures with high spatiotemporal resolutions,
they are limited within the storm region after the precipitation formed. Geostationary satellites …
they are limited within the storm region after the precipitation formed. Geostationary satellites …
[HTML][HTML] Simultaneous assimilation of radar and all-sky satellite infrared radiance observations for convection-allowing ensemble analysis and prediction of severe …
Simultaneous Assimilation of Radar and All-Sky Satellite Infrared Radiance Observations for
Convection-Allowing Ensemble Analysis and Prediction of Severe Thunderstorms in: Monthly …
Convection-Allowing Ensemble Analysis and Prediction of Severe Thunderstorms in: Monthly …
A convective‐scale 1,000‐member ensemble simulation and potential applications
This study presents the first convective‐scale 1,000‐member ensemble simulation over
central Europe, which provides a unique data set for various applications. A comparison with …
central Europe, which provides a unique data set for various applications. A comparison with …
Effects of direct assimilation of FY-4A AGRI water vapor channels on the Meiyu heavy-rainfall quantitative precipitation forecasts
In this study, the regional Weather Research and Forecasting model (WRF)-based
quantitative precipitation forecasts (QPFs) are conducted for an extreme Meiyu rainfall event …
quantitative precipitation forecasts (QPFs) are conducted for an extreme Meiyu rainfall event …