NASA · NASA-317 · record R0195

Geostationary Satellite Sounder Pathfinder Project for 4-D Atmospheric Thermodynamics and Winds

National Aeronautics and Space Administration · LaRC: Langley Research Center

Overview

Development stage: In development or acquisitionSource: a) Pre-deployment – The use case is in a development or acquisition status.
High-impact designation: Not high-impactSource: c) Not high-impact
Impact justification: Not reported
Start date: Not reported
Withheld from public reporting: NoSource: a) No

Mission

Topic area: Science
Operational functions: Image and video analysis, Forecasting and prediction Derived by keyword rules; see methodology

Problem the AI is intended to solve

A k-nearest neighbors technique, coupled with an advanced data assimilation system are applied to hyperspectral infrared and geostationary satellite imager data to provide high spatiotemporal resolution analyses of atmospheric thermodynamics, winds and clouds for severe weather forecasting, cloud process studies and other meteorological applications.

Expected benefits

A k-nearest neighbors technique, coupled with an advanced data assimilation system are applied to hyperspectral infrared and geostationary satellite imagery data to provide high spatiotemporal resolution analyses of atmospheric thermodynamics, winds and clouds for severe weather forecasting, cloud process studies and other meteorological applications.

System outputs

high spatiotemporal resolution analyses of atmospheric thermodynamics, winds and clouds for severe weather forecasting, cloud process studies and other meteorological applications.

Technology

AI classification: Classical / predictive MLSource: Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relatio…
System name(s): Not reported
Custom-developed code: Not reported
Public source code: Not reported

Sourcing

How it was built: Not reported
Vendor (as reported): Not reported
Vendors (standardized): None on the standard list

A vendor is the supplier named by the agency. It does not identify the underlying model or AI technology.

Data and privacy

Involves PII: Not reported
Privacy Impact Assessment: Not reported
Authorization to Operate: Not reported
Demographic features: Not reported
Training and evaluation data: Not reported
Federal Data Catalog: Not reported

Governance

0 of 8 minimum-practice questions answered. A blank answer means the agency reported nothing; it does not mean the practice is absent.

Pre-deployment testingNo answer reported

AI impact assessmentNo answer reported

Independent reviewNo answer reported

Ongoing monitoringNo answer reported

Operator trainingNo answer reported

Fail-safeNo answer reported

Appeal processNo answer reported

User and public consultationNo answer reported

Potential impacts and how they were identified

Not reported