AI Use Cases

Use case	Agency	Stage	High-impact	Topic area	AI classification	Sourcing
Load Forecasting R1114 · Enterprise Planning	TVA	Not reported	Not reported	Energy and the Environment	Not reported	Not reported
River Forecast R1118 · Riverfleet Management Services	TVA	Not reported	Not reported	Energy and the Environment	Not reported	Not reported
Evaluate AI for Forecasting Fronts DOC-24 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
AI-Driven Global Forecast Model and Ensemble DOC-25 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
Enhanced Precipitation Forecasting DOC-29 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
Enhanced Fire Weather, Aviation, and Storm Surge Forecast Guidance DOC-31 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
Advancing the West Coast Ocean Forecasting System through Assessment, Model Development, and Ecological Products DOC-141 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
The VOLcanic Cloud Analysis Toolkit (VOLCAT): An application system for detecting, tracking, characterizing, and forecasting hazardous volcanic events DOC-149 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
Work with Allen Institute on developing the Ai2 Climate Emulator (ACE) for seamless weather applications, including to emulate SHiELD-based medium-range forecasts for large ensemble predictions DOC-154 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
A hybrid physics-machine learning model for orographic precipitation forecasting DOC-165 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
Severe Convective Weather Parameter Generation using AI/ML with Microwave/Infrared Sounder Satellite Observations for Enhanced Weather Analysis and Forecast DOC-167 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported
AI-Driven Predictive Maintenance for the NOAA Fleet DOC-192 · NOAA	DOC	Not reported	Not reported	Not reported	Not reported	Not reported