ML4WX

Observations & remote sensing

Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges

Sid-Ahmed Boukabara, Vladimir Krasnopolsky, Jebb Q. Stewart, Eric S. Maddy, Narges Shahroudi, Ross N. Hoffman

Bulletin of the American Meteorological Society · · Colorado State University (incl. CIRA), NOAA (incl. GFDL, PSL, GSL, NCEP/EMC)

Paper

In one sentence. Review arguing modern AI can augment or replace parts of satellite remote sensing and NWP processing chains, from observations to forecasts.

Labels

Topic
Observations & remote sensing, Data assimilation
Type
Review, survey or tutorial
Method
Other
Domain
Global
Data
Satellite, NWP analysis or forecasts (IFS, GFS, ...)
Status
Research
Identifiers
DOI:10.1175/bams-d-18-0324.1 OpenAlex:W2981217223
Added
2026-10-22

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