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Snapshot · OMB 2025 inventory · processed Oct 11, 2026
AI use-case explorer

AI use cases

Search and filter every reported use case. Open a record for the agency's full description, governance answers and source provenance.

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Agency: DOC · Department of Commerce
Columns (7)
Use caseAgencyStageHigh-impactTopic areaAI classificationSourcing
Dynamic prediction system for illegal, unregulated, and unreported fishing
DOC-142 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Where did they not go? Considerations for generating pseudo-absences for telemetry-based habitat models
DOC-143 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Predictability of Species Distributions Deteriorates Under Novel Environmental Conditions in the California Current System
DOC-144 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Denoising Citizen Science Big-Data - Empowering Magnetic Navigation with Machine Learning
DOC-145 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
SUVI Thematic Maps
DOC-146 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Use of AI/ML CNN for VIIRS cloud clearing and super resolution
DOC-147 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
LightningCast: A lightning nowcasting model
DOC-88 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
The Development of ProbSevere v3 - An improved nowcasting model in support of severe weather warning operations
DOC-148 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
The VOLcanic Cloud Analysis Toolkit (VOLCAT): An application system for detecting, tracking, characterizing, and forecasting hazardous volcanic events
DOC-149 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Automated detection of hazardous low clouds in support of safe and efficient transportation
DOC-150 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
The Next Generation Fire System (NGFS): Automated human expert-like detection of fires in satellite imagery
DOC-151 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Nowcasting Extreme Fire Behavior
DOC-152 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Leveraging Machine Learning to Enhance the Quality of Ocean Observations
DOC-153 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot 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
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Work with NMFS and NOS using AI/ML to understand how fish habitats are shaped by ocean conditions, and how changes in conditions might impact fisheries distributions and productivity.
DOC-155 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI/ML techniques to infer local climate conditions based on large-scale climate drivers (i.e., empirical-statistical downscaling)
DOC-156 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Use of AI/ML techniques to understand the factors controlling coastal hypoxia and its predictabilit
DOC-157 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
A Hybrid Data-driven and Physics-based Framework for Atmospheric Radiative Transfer Modeling
DOC-158 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Detection of hardware issues in complex, wide-area computing systems based on non-intrusive workflow performance data gathered via the GFDL EPMT
DOC-159 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI based Precipitation estimation
DOC-160 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Optimization of highly-concurrent workflow task management systems based on anomaly detection using non-intrusive workflow performance data gathered via the GFDL EPMT
DOC-161 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Weather.gov 2.0 Rebuild and NWS API Improvement Efforts
DOC-162 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Utilizing Neural Operator Deep Learning to Enhance National-Scale Coastal Ocean Predictions
DOC-163 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Physics-Informed Neural Network Hurricane Vortex Reconstruction
DOC-164 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
A hybrid physics-machine learning model for orographic precipitation forecasting
DOC-165 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Observation-Centric Estimation and Learning for Outlook Trajectories (OCELOT)
DOC-166 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Severe Convective Weather Parameter Generation using AI/ML with Microwave/Infrared Sounder Satellite Observations for Enhanced Weather Analysis and Forecast
DOC-167 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI Based Calibration/validation of satellite microwave sounder observations for Numerical Weather Prediction (NWP)
DOC-168 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI/ML Enterprise Cloud Mask development and operational implementation for all NOAA and international partner sensors
DOC-169 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI-powered Chatbot for Federal Funding Assistance (Grants) Guidance Dissemination
DOC-170 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Essential Fish Habitat Consultation Efficiency Increases and Template Creation
DOC-171 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Generative AI for Biological Opinions
DOC-172 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Administrative Tools - (Such as meeting/document management, reasonable accommodation needs, other administrative efficiencies such as broad code generation/translation/optimizations)
DOC-173 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
CED Generative AI Pilot Program
DOC-174 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
GitHub CoPilot
DOC-175 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Document existing functions
DOC-176 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
LLM-Generated Causal Models
DOC-177 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
SWFSC Publications Search
DOC-178 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Using ChatGPT4 /DALLE3, Adobe Sensei and similar for design ideation and image generation
DOC-179 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Coastal Zone Management Act Section 312 Evaluations AI Pilot Project
DOC-180 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Support Chat Bot
DOC-181 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
A Study to Determine Natural Language Processing (NLP) Capabilities with the NCCF Open Knowledge Mesh
DOC-182 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Developing Access Capabilities for the NCCF Open Information Stewardship Service (OISS)
DOC-183 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Digital Twin for Earth Observations Using Artificial Intelligence
DOC-184 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Improving Imagery Visualization using Limb-Correction and AI Resolution Enhancement for Microwave sensors
DOC-185 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Super-resolution of Satellite Imagery Products using Generative AI
DOC-186 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Ocean AI
DOC-187 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI based radiative transfer emulator for data assimilation and remote sensing
DOC-188 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
Integrating NOAA APIs with LLMs for Enhanced Access to Environmental Data and Insights
DOC-189 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
AI Pair Programming with GitHub CoPilot
DOC-190 · NOAA
DOCNot reportedNot reportedNot reportedNot reportedNot reported
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