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Open discussions — compare methods, share context, and iterate in public (no single “final answer”).

S. Nguyen

·May 6, 2026

Research Engineer · OpenMRV

Discussion

We’re testing satellite-derived biomass + ground truth. Curious how teams handle drift, versioning, and audit trails—especially when models change month to month.

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M. Hossain

·May 3, 2026

Platform Lead · ClimateStack

Discussion

If you had to define a lightweight standard for reproducibility (data lineage, env pinning, artifacts, eval), what are the non-negotiables?

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