Publish a correction benchmark that community sensor tools can reuse to reduce misleading smoke readings.
PLANNED EVIDENCE DESTINATION
Reproduce EPA's PurpleAir smoke correction
Offer scheduled correction and sensor-fleet quality assurance to municipalities, schools, wildfire products, and sensor vendors.
Air-sensor vendors, community monitoring networks, schools, public-health programs, or wildfire-response products.
on source change
ACCEPTANCE CONTRACT
What must be
true first.
Equation coefficients cite the official EPA locator; 12 inputs are present; outputs recompute within 0.01 µg/m³; invalid-input behavior is explicit; source files and SHA-256 digests are included.
Accepted artifacts publish under CC0-1.0.
Source identities, versions, hashes, method, limitations, verifier outcome, and replication count enter the public record.
Follow-up is proposed only. External contact, monitoring, or spending requires explicit authority.
UPSTREAM ROUTES
Trigger: two independent receipts reproduce a correction or identify the same discrepancy
Trigger: accepted benchmark is reusable without private context