Office of Modeling and Development (OMD) AI/ML Modeling Strategy (2026-2031)

Details

• Personal Author:
  Du, Jun ; Fu, Bing ; Perfater, Sarah ; Sun, Ruiyu ; Treadon, Russ ; Wang, Jun ; Tolman, Hendrik L.
• Corporate Authors:
  United States. National Weather Service. Office of Modelling and Development
• NOAA Program & Office:
  NWS (National Weather Service) ; NCEP (National Centers for Environmental Prediction) ; OMD (Office of Modeling and Development)
• Description:
  This document presents the Office of Modeling and Development’s (OMD) Artificial Intelligence (AI/ML) Strategy (2026-2031). It represents a high-level plan for integrating AI technology into its operations over the next three to five years to enhance environmental predictions. Artificial Intelligence serves as the umbrella term for machines capable of mimicking human intelligence, within which Machine Learning (ML) exists as a core subset dedicated to algorithms that improve automatically through experience.
• Keywords:
  Artificial Intelligence Climatology Machine Learning Numerical Weather Forecasting Artificial Intelligence Machine Learning Numerical Weather Forecasting
• Series:
  Office note (United States. National Weather Service. Office of Modelling and Development)   1
• DOI:
  https://doi.org/10.25923/0mxd-0362
• Format:
  pdf
• Document Type:
  Office Note
• Place as Subject:
  United States
• Name as Subject:
  United States. National Weather Service. Office of Modelling and Development
• License:
  https://creativecommons.org/publicdomain/zero/1.0/
• Rights Information:
  CC0 Public Domain
• Compliance:
  Submitted
• Main Document Checksum:
  urn:sha-512:33f118945dc6ce1ba5f106c84727e0c8493948c306c11d6ac34b41462f518d74a3e8bf5852d0fa68b2de4fe673e0b50732fe62ec3204b6e6bf2e115fb76d0466
• Download URL:
  https://repository.library.noaa.gov/view/noaa/73582/noaa_73582_DS1.pdf
• File Type:
  [PDF - 244.38 KB ]