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CEOS ML/DL/AI White Paper

Tech Expo Interest Group

Doc. Ref.: CEOS/

Date: XX 20XX

Issue: Version X.X

Table of Contents

• 1. Introduction
  • 1.1 Purpose of this document
  • 1.2. Expected readers
  • 1.3. Project members
• 2. Background
• 3. Standards
  • 3.1. ISO
  • 3.2. OGC
• 4. Initiatives and Programs
  • 4.1. CEOS/SEO (EO-GPT & CEOS-GPT)
  • 4.2. NASA (ESDIS, IMPACT)
  • 4.3. NOAA/NCAI (Rob Redmon,Douglas Rao)
  • 4.4. Indian Space Research Organization (ISRO)
  • 4.5. European Space Agency Φ-lab
  • 4.6 UKSA Initiative in AI and ML for Earth Observation
• 5. Usage methods of machine learning and AI for Earth observation
• 6. Use cases at agency joined WGISS
  • 6.1. Agriculture
  • 6.2. Marine monitoring
  • 6.3. Climate
  • 6.x. Flood
  • 6.x. Disaster
• 7. Data and platform
  • 7.1. Data
    • 7.1.1. BigEarthNet
  • 7.2. Machine learning and AI analysis platform
• 8. Conclusion

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