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Results

7 results found for "*:*"
of 1
IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
Project 
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: 31.686617]
IceCloudNet
(Project)
IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI - data
DOIExperiment 
cirrus cloudscloudsdeep learningdeep learning-based 3D reconstructionmachine learningmixed-phase cloudsneural renderingremote sensingvertical reconstruction
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
Creation Date
2024-05-07
Temporal Coverage
2010-01 TO 2014-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
Status
completely archived
[Entry acronym: IceCloudNet_3Drecon] [Entry id: 5275192] [ Score: 22.1508]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2013)
Dataset 
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
2025-06-02
Temporal Coverage
2013-01 TO 2013-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
completely archived
Datasize
3.43 TiB (3770379154755 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2013] [Entry id: 5285847] [ Score: 1.9107544]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2013
(Dataset)
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2014)
Dataset 
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
2025-06-02
Temporal Coverage
2014-01 TO 2014-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
completely archived
Datasize
3.43 TiB (3770379154755 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2014] [Entry id: 5285848] [ Score: 1.9107544]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2014
(Dataset)
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2011)
Dataset 
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
2025-05-08
Temporal Coverage
2011-01 TO 2011-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
completely archived
Datasize
3.69 TiB (4054059750147 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2011] [Entry id: 5285832] [ Score: 1.8573868]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2011
(Dataset)
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2012)
Dataset 
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
2025-05-08
Temporal Coverage
2012-01 TO 2012-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
completely archived
Datasize
3.44 TiB (3783443029680 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2012] [Entry id: 5285833] [ Score: 1.8573868]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2012
(Dataset)
IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI (2010)
Dataset 
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
2010-01 TO 2010-12
Spatial Coverage
Longitude: -30.00, 30.00 Latitude: -30.00, 30.00
License
Creative Commons Attribution 4.0 International (CC BY 4.0)
Status
completely archived
Datasize
3.46 TiB (3799542102771 Byte)
Format
NetCDF
[Entry acronym: IceCloudNet_3Drecon_2010] [Entry id: 5275193] [ Score: 1.4617184]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2010
(Dataset)
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