ML4WX

Observations & remote sensing

Bottleneck Channels Algorithm for Satellite Data Dimension Reduction: A Case Study for IASI

Victor Pellet, Filipe Aires

IEEE Transactions on Geoscience and Remote Sensing ·

Paper

In one sentence. Bottleneck-channel neural compression of 8461 IASI channels matches NAPCA for temperature, water vapor and ozone retrievals while preserving physical meaning.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Other
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.1109/tgrs.2018.2830123 OpenAlex:W2803965377
Added
2026-10-22

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