INDUSTRY FIELD GUIDE
Environmental program permit and monitoring data for AI
A monitoring result and permit limit can share a parameter name but refer to different points, units or periods.
NAICS 924110 · Administration of Air and Water Resource and Solid Waste Management Programs
A monitoring result and permit limit can share a parameter name but refer to different points, units or periods. EPA’s ECHO publishes discharge monitoring and permit datasets. An agency can make an original comparison exercise that preserves those relationships. EPA ECHO discharge monitoring and limit data
Invent two monitoring points and an amended permit period. Provide a mock result for the earlier period and a value in a different unit for the later period. Ask which comparisons the provided source supports and what conversion or metadata is missing. Keep compliance conclusions outside the task.
Use fictional facilities and quantities or an approved public dataset. Exclude nonpublic inspections, locations requiring protection and enforcement materials. Record the release terms and units.
Describe a synthetic permit data example
Original Fiund exercise
A shared parameter name is insufficient when point, unit or period changes
An invented permit table and monitoring values test comparison prerequisites. The exercise reaches no real compliance, enforcement or environmental-quality conclusion.
| Record | Source | What it records |
|---|---|---|
| EN1 | Practice permit versions | Point A, parameter Q: period P1 limit 10 units U; amended period P2 limit 12 U. Point B has a separate scope. |
| EN2 | Fictional monitoring result | Point A/Q/P1 result 8 U, explicitly paired to P1. No Point B result supplied. |
| EN3 | Later result | Point A/Q/P2 result 9 units V; U-to-V conversion absent. Filename mentions B but report body states Point A. |
Question for the model
Which numerical comparison is supported on matching scope, and what prevents using the later result for P1 or Point B?
Show the reference answer and checks
EN1 and EN2 supply matching Point A, Q, P1 and U fields, supporting a documented 8-U result compared with the stated 10-U reference. EN3 concerns P2 and uses V without a conversion, so it cannot be compared directly to the U reference or substituted into P1. Its filename does not override its Point A body. Keep the exercise's arithmetic separate from any compliance determination.
- Using an amended later-period reference for an earlier observation.
- Comparing unlike units or assigning a result to Point B from its filename.
Fields to preserve
- Monitoring point and parameter
- Defines the measured scope.
- Permit period and amendment
- Pairs a reference with its proper interval.
- Reported unit and conversion evidence
- Makes unsupported arithmetic visible.
Test another case
Provide a verified U-to-V conversion but no Point B observation. Require the system to resolve unit comparison without inventing B coverage.
Use fictitious facilities and values. Exclude protected locations, nonpublic inspections and enforcement files; actual release terms require separate review.
Discuss a contribution
Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.