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UFFDA
Imagery○ Planned

NAIP aerial imagery (CONUS, sub-meter)

Highest-resolution open imagery of US ag lands. Refreshed every 2–3 years.

What this is

National Agriculture Imagery Program — leaf-on aerial photos of the entire CONUS at sub-meter resolution, refreshed on a 2–3 year cycle. The standard for visual ground-truth in US ag.

Why we surface it

When the data tells one story and your eyes tell another, NAIP is how you check. Critical for boundary editing UX, land-use questions, ground truth.

What you can do with it

Shown for commercial use. Personal, research, and nonprofit use is often more permissive — switch the verdict lens on the catalog.

Internal / individual use
Public domain. Use it for anything — internal, resale, AI training, closed products. No attribution legally required (crediting the source is still the decent thing to do).
Redistribute the data
Public domain. Use it for anything — internal, resale, AI training, closed products. No attribution legally required (crediting the source is still the decent thing to do).
Republish a derivative
Public domain. Use it for anything — internal, resale, AI training, closed products. No attribution legally required (crediting the source is still the decent thing to do).
Build into a private product
Public domain. Use it for anything — internal, resale, AI training, closed products. No attribution legally required (crediting the source is still the decent thing to do).

This decoder is a starting point, not legal advice. For commercial deployment, run the actual license terms past someone who reads them for a living.

○ Planned

Not in the map yet — this source is on the V1 backlog. Schema, sample, and citation slots fill in once the layer ships.

Related — same domain

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