Page 198 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

3 Use Case Requirements

• REQ-01: Access to high-resolution multispectral, radar, and LiDAR satellite data
(Sentinel-1, Sentinel-2, GEDI)
• REQ-02: Standardized field data collection protocols
• REQ-03: Scalable cloud-based infrastructure for AI model training and geospatial
computation
• REQ-04: Open data platforms for publishing datasets and models (e.g., Kaggle, Hugging
Face)
• REQ-05: Multi-stakeholder coordination with governments, NGOs, and universities

4 Sequence Diagram

5 References

[1] Kauffman, J.B. & Donato, D.C. (2012). CIFOR Working Paper 86: Biomass and Carbon
Stocks in Mangrove Forests
[2] Copernicus Open Access Hub – Sentinel-1 & Sentinel-2 Satellite Data
[3] NASA GEDI Mission – Global Ecosystem Dynamics Investigation Documentation
[4] Langner et al. (2024). Nature Scientific Data, 11, 147. https:// doi .org/ 10 .1038/ s41597 -024
-03930 -9
[5] Data354 (2024). Pioneering Africa’s Biomass Estimation with AI: Scaling Remote Sensing
and Machine Learning for Forest and Mangrove Conservation

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