Radiant Earth Foundation hosted an international expert workshop to discuss how best to use machine learning (ML) techniques on NASA’s Earth Observation (EO) data and address environmental challenges. In particular, generation and usage of training datasets for ML applications using EO was discussed. Participants of the workshop evaluated recent advancements, identified existing obstacles, and developed a best practice guideline to enhance the adoption of these techniques.
This workshop was sponsored by the NASA Earth Science Data Systems (ESDS) program.
Presentations and Report
- Read the Workshop Report (PDF) to learn about the challenges, potential solutions, and best practices for using EO data in ML workflows identified by expert participants
- Watch the recorded expert presentations