Page 844 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

• REQ - 07: It is recommended to validate and calibrate soil sensors to ensure consistent
accuracy across various soil types.
• REQ - 08: It is recommended to provide public access to anonymized, aggregated data
to support research, policymaking, and community initiatives.
• REQ - 09: It is recommended to include GPS functionality to enable location-specific data
tagging and services.
• REQ - 10: It is recommended to use cloud infrastructure for scalable computing, machine
learning and model training.

4 Sequence Diagram

5 References

[1] IEEE. "Power Efficient Non-Mechanical Weather Station: Harnessing TinyML for Rainfall
Classification and Environmental Sensing." IEEE Xplore. https:// ieeexplore .ieee .org/
document/ 10856468.
[2] International Telecommunication Union (ITU). Next-Gen TinyML Smart Weather Station
Challenge 2024. Accessed June 18, 2025. https:// challenge .aiforgood .itu .int/ match/
matchitem/ 91.

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