Retrieval of cloud top properties from advanced geostationary satellite imager measurements based on machine learning algorithms

M Min, J Li, F Wang, Z Liu, WP Menzel - Remote Sensing of Environment, 2020 - Elsevier
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 …

Added-value of GEO-hyperspectral infrared radiances for local severe storm forecasts using the hybrid OSSE method

P Wang, Z Li, J Li, TJ Schmit - Advances in Atmospheric Sciences, 2021 - Springer
High spectral resolution (or hyperspectral) infrared (IR) sounders onboard low earth orbiting
satellites provide high vertical resolution atmospheric information for numerical weather …

Intercomparisons of cloud mask products among Fengyun-4A, Himawari-8, and MODIS

X Wang, M Min, F Wang, J Guo, B Li… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In this paper, we developed a unified and operational cloud mask algorithm for the new-
generation geostationary (GEO) meteorological satellite imagers of the Advanced …

Enhancing the fast radiative transfer model for FengYun‐4 GIIRS by using local training profiles

D Di, J Li, W Han, W Bai, C Wu… - Journal of Geophysical …, 2018 - Wiley Online Library
With the successful launch of FengYun‐4A (FY‐4A), the first satellite in a new Chinese
geostationary weather satellite series (FY‐4 series), which carries a high spectral resolution …

Value-added impact of geostationary hyperspectral infrared sounders on local severe storm forecasts—Via a quick regional OSSE

Z Li, J Li, P Wang, A Lim, J Li, TJ Schmit, R Atlas… - … in Atmospheric Sciences, 2018 - Springer
Accurate atmospheric temperature and moisture information with high temporal/spatial
resolutions are two of the key parameters needed in regional numerical weather prediction …

Comparison of cloud‐top property retrievals from Advanced Himawari Imager, MODIS, CloudSat/CPR, CALIPSO/CALIOP, and radiosonde

CY Liu, CH Chiu, PH Lin, M Min - Journal of Geophysical …, 2020 - Wiley Online Library
The information on cloud properties and microphysical characteristics is critical for
environmental research and application, such as that on weather, climate, hydrology, and …

A multi-domain compression radiative transfer model for the Fengyun-4 Geosynchronous Interferometric Infrared Sounder (GIIRS)

M Su, C Liu, D Di, T Le, Y Sun, J Li, F Lu… - … in Atmospheric Sciences, 2023 - Springer
Forward radiative transfer (RT) models are essential for atmospheric applications such as
remote sensing and weather and climate models, where computational efficiency becomes …

[HTML][HTML] Applications of geostationary hyperspectral infrared sounder observations: Progress, challenges, and future perspectives

J Li, WP Menzel, TJ Schmit… - Bulletin of the American …, 2022 - journals.ametsoc.org
Bessho, K., H. Owada, K. Okamoto, and T. Fujita, 2021: Himawari-8/9 follow-on satellite
program and impacts of potential usage of hyperspectral IR sounder. IEEE Int. Geoscience …

Automatic atmospheric correction for shortwave hyperspectral remote sensing data using a time-dependent deep neural network

J Sun, F Xu, G Cervone, M Gervais, C Wauthier… - ISPRS Journal of …, 2021 - Elsevier
Atmospheric correction is an essential step in hyperspectral imaging and target detection
from spectrometer remote sensing data. State-of-the-art atmospheric correction approaches …

[HTML][HTML] An effective atmospheric correction method for the wide swath of Chinese GF-1 and GF-6 WFV images on lands

Y Dong, W Su, F Xuan, J Li, F Yin, J Huang… - The Egyptian Journal of …, 2023 - Elsevier
Accurate land surface reflectance plays an important role in the accurate inversion of surface
parameters, and atmospheric correction plays a decisive role in obtaining accurate …