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7 results found for "*:*"

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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: 31.734291]

IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI - data

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.
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: 22.166443]

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: 1.9657891]

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: 1.9657891]

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: 1.9059886]

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: 1.9059886]

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: 1.4754537]

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