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3 results found for "*:*"
of 1
IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
Summary
IceCloudNet (https://arxiv.org/abs/2410.04135) is a deep learning model that maps between geostationary data and vertically resolved DARDAR and DARDAR-Nice data. IceCloudNet is able to adequately reconstruct
Project
IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
Creation Date
2024-05-07
[Entry acronym: IceCloudNet] [Entry id: -2000266] [ Score: 31.831673]
IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI - data
Identifier
doi:10.26050/WDCC/IceCloudNet_3Drecon
Summary
IceCloudNet is a novel method based on machine learning able to obtain high-
quality vertically resolved predictions for ice water content and ice crystal number concentration of clouds containing ice.
Project
IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
Authors
Jeggle, Kai; Czerkawski, Mikolaj; Serva, Federico; Le Saux, Bertrand; Neubauer, David; Lohmann, Ulrike
Keywords
  • cirrus clouds
  • clouds
  • deep learning
  • deep learning-based 3D reconstruction
  • machine learning
Creation Date
2024-05-07
Temporal Coverage
2010-03 TO 2010-08
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
Status
will be continued
[Entry acronym: IceCloudNet_3Drecon] [Entry id: 5275192] [ Score: 22.221376]
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2010)
Project
IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
Variables
  • mass_concentration_of_frozen_water_in_air
  • number_concentration_of_ice_crystals_in_air (larger than 5um)
Aggregation
15min
Creation Date
2024-05-07
Temporal Coverage
2010-03 TO 2010-08
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
will be continued
Datasize
1.68 TiB (1844081239931 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2010] [Entry id: 5275193] [ Score: 1.5255703]