This Friday at #OSM26 i’ll be showing some highlights from our recent Science Advances paper (doi.org/10.1126/scia...) on using ML to improve sea ice predictions in coupled models. Come on down if you fancy chatting about hybrid models, emulators, sea ice, or whatever you’re into!

Advancing global sea ice prediction capabilities using a fully coupled climate model with integrated machine learning

Machine learning models must be exposed to coupled climate processes to generalize in future climate model predictions.

doi.org

Every paper I have published over the last 5 years has relied on these sea ice data sets. This is a real blow

Zack Labe@zacklabe.com · last yr.

Awful. More horrible science news "The NASA National Snow and Ice Data Center Distributed Active Archive Center (NSIDC DAAC) learned yesterday that the Department of Defense (DoD) will stop processing & delivering the Special Sensor Microwave Imager/Sounder (SSMIS) data no later than 30 June 2025."

We have a new @m2lines.bsky.social pre-print which shows how machine learning can be used for state-dependent bias correction to improve global coupled climate model sea ice forecasts - take a look! doi.org/10.48550/arX...

Key snow and ice datasets from @nsidc.bsky.social may no longer be maintained or updated after a loss of support from NOAA. eos.org/research-and...

NOAA Halts Maintenance of Key Arctic Data at National Snow and Ice Data Center - Eos

eos.org

Postdoc Job Alert at Princeton University / NOAA GFDL puwebp.princeton.edu/AcadHire/app... If you're interested in sea ice modeling and machine learning, then look no further! This job is a great opportunity to be part of the exciting developments happening in the field of hybrid climate modeling

On my way down to DC for #AGU24! If you’re attending, why not check out our very exciting session tomorrow at 08:30 on Machine Learning for subgrid parameterizations and reanalysis! 🌎 Room: Marquis 12-13 agu.confex.com/agu/agu24/me...