Evaluation and comparison of a machine learning cloud identification algorithm for the SLSTR in polar regions
Sign Up to like & getrecommendations! Published in 2020 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2020.111999
Abstract: Abstract A Feed Forward Neural Net (NN) approach to distinguish between clouds and the surface has been applied to the Sea and Land Surface Temperature Radiometer in polar regions. The masking algorithm covers the Arctic,… read more here.
Keywords: identification; cloud identification; identification algorithm; polar regions ... See more keywords
Cloud Identification and Properties Retrieval of the Fengyun-4A Satellite Using a ResUnet Model
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2023.3252023
Abstract: The Advanced Geostationary Radiation Imager (AGRI) onboard the Fengyun-4A (FY4A) satellite has good cloud observation ability, but it still absents all-weather and high-precision official cloud products. This study develops a deep-learning ResUnet model for all-weather… read more here.
Keywords: resunet model; cloud identification; cloud products; model ... See more keywords