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Product impact methodology · RIVED upcycling estimate 2026.1 · NTNU post-consumer weights, 2025 samples

How Tracker estimates product impact

Each production records its reused source materials, the finished piece's weight, and the number of identical units. Textile diverted is calculated from the source materials; CO₂e and water footprint use the finished-piece weight. Results are estimates, not local measurements or a complete life-cycle assessment.

Weight reference catalog

The initial catalog uses median weights from the supplied NTNU Norway post-consumer datasets. A source component stores the catalog version, category, recommended median weight, and sample provenance used when the production was recorded. Later catalog updates apply to new calculations; saved component snapshots preserve the original inputs.

Garment medians come from 16,464 garments weighed in 2025. Household textile values come from a separate 2,329-item sample, and socks are based on 816 individually weighed single socks. The source workbook recommends the median because a few heavy items can pull up the mean. Samples below 10 items are marked indicative. The garment dataset is CC BY-SA 4.0; the household-textile dataset is CC BY 4.0.

Formulas

Textile reused per finished piece: sum of (source-item median weight in grams × items used × utilization percentage) ÷ 100,000.

Textile reused for the production: textile reused per piece × identical units produced. This is based only on source materials; finished-piece weight is excluded.

Finished-piece mass for the production: finished-piece weight in grams × identical units produced ÷ 1,000.

Estimated avoided CO₂e: finished-piece mass in kg × 22.3 kg CO₂e per kg finished piece.

Estimated avoided water footprint: finished-piece mass in kg × 23,800 L per kg finished piece.

Example: a 140 g source T-shirt at 50% utilization contributes 0.070 kg textile reused per piece, or 0.840 kg for 12 pieces. If each finished piece weighs 182 g, finished-piece mass for the production is 2.184 kg; that gives 48.70 kg CO₂e and 51,979 L of estimated water footprint using the factors above.

Older production snapshots without a recorded finished-piece weight retain their original source-material basis. New production calculations use the separate bases shown above.

How to read the comparisons

  • Textile weight is compared with 23 kg checked suitcases.
  • CO₂e is compared with car kilometres using 0.23 kg CO2e per reference unit.
  • Water footprint is compared with 2,500,000 L Olympic swimming pools.

These comparisons provide scale only; they do not mean the production literally saves that exact resource or completes that exact trip.

Assumptions and limits

  • The model assumes upcycling displaces new textile production. It does not apply a displacement rate, because the supplied FAQ says this is not established specifically for upcycling.
  • The CO₂e factor is derived from JRC EU textile-production totals for 2008, published in 2014. It is an EU average, not garment-specific, and production-only.
  • The water figure is a RIVED weighted estimate based on cotton and polyester production water footprints. It is footprint-equivalent, not physical water measured or saved, and depends on fibre and location assumptions.
  • Reference weights describe used Norwegian post-consumer items collected in 2025. They may differ from new garments or materials in other regions.
  • Catalog and methodology versions are stored with each production calculation. Editing the active version should not silently change a saved product's inputs or impact snapshot.

Sources

Factors and comparison references are stored as versioned data and should be revised when their evidence or assumptions change.