paper
2023
Observations & remote sensing
New model or method
CNN / U-Net Journal
2023-09-29
012
Sep 2023
Franz Kanngießer, Stephanie Fiedler
AGU Advances
Uses a neural network trained on reanalysis and cloud masks to inpaint cloud-obscured SEVIRI satellite dust plumes over North Africa, recovering up to 15% of summertime observations.
“Seeing” beneath the clouds - machine-learning-based reconstruction of North African dust events
In one sentence. Uses a neural network trained on reanalysis and cloud masks to inpaint cloud-obscured SEVIRI satellite dust plumes over North Africa, recovering up to 15% of summertime observations.
Labels
- Topic
- Observations & remote sensing
- Type
- New model or method
- Method
- CNN / U-Net
- Domain
- Regional
- Data
- Satellite, ERA5 / reanalysis
- Status
- Research
- Identifiers
- DOI:10.22541/essoar.169603607.70953547/v1 OpenAlex:W4387159105
- Added
- 2026-10-22
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