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IceCloudNet (IceCloudNet: 3D reconstruction of tropical cloud ice from Meteosat SEVIRI)
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mass_concentration_of_frozen_water_in_air
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number_concentration_of_ice_crystals_in_air (larger than 5um)
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cirrus clouds
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clouds
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deep learning
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deep learning-based 3D reconstruction
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machine learning
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mixed-phase clouds
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neural rendering
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remote sensing
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vertical reconstruction
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15min
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Consiglio Nazionale delle Ricerche
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ETH Zürich
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European Commission - Horizon 2020 Framework Programme
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European Space Agency
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Czerkawski, Dr. Mikolaj
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Jeggle, Kai
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Le Saux, Dr. Bertrand
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Lohmann, Ulrike
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Neubauer, Dr. David
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Serva, Federico
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6 results found for "*:*"
IceCloudNet_3Drecon
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IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI - data
DOI
Experiment
cirrus clouds
clouds
deep learning
deep learning-based 3D reconstruction
machine learning
mixed-phase clouds
neural rendering
remote sensing
vertical 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.
more ..
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: 22.146782]
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: 1.8952641]
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: 1.8952641]
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: 1.8436451]
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: 1.8436451]
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: 1.4577036]
IceCloudNet
(Project)
IceCloudNet_3Drecon
(Experiment)
IceCloudNet_3Drecon_2010
(Dataset)
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