Search Results

You are looking at 1 - 1 of 1 items for :

  • The 1st NOAA Workshop on Leveraging AI in the Exploitation of Satellite Earth Observations & Numerical Weather Prediction x
  • Bulletin of the American Meteorological Society x
  • Refine by Access: All Content x
Clear All
Sid-Ahmed Boukabara
Vladimir Krasnopolsky
Jebb Q. Stewart
Eric S. Maddy
Narges Shahroudi
, and
Ross N. Hoffman

final section concludes with a summary and outlook. SATELLITE REMOTE SENSING AND NWP CHALLENGES AND ML. The many challenges to satellite remote sensing and NWP are grouped here by forcing mechanism—Big Data, advanced models and applications, and user demands. In the sections that follow we show that recent advances in ML in terms of efficiency, capability, and ease of implementation, can help to meet these challenges. First, NWP is failing to exploit the growing diversity and volume of observations

Full access