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WP11 · Draft web edition · as of 2026-10-30

Closing the Loop

Circular textiles: pre-consumer waste, recycling routes and producer responsibility

EX 02 · Raw export residual: Inherited baseline 95, 2030 target split 50. Difference -45 (percent of cotton fibre in the stated boundary)
Chapters
14
Exhibits
68
Findings
10
Minutes
392

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Exhibit 02Before and afterderivedThe national processing target implies a 45 percentage point shift in a simplified fibre split
0255075100Local processingRaw export residual

Read-outRaw export residual: Inherited baseline 95, 2030 target split 50. Difference -45 (percent of cotton fibre in the stated boundary)

Method and source

Inherited baseline: local processing 5% and raw export 95%. Target: local processing 50% by 2030. The target-side raw-export residual is derived as 100 - 50 = 50%, assuming a simplified two-category split. The change in local-processing share is 50 - 5 = 45 percentage points. This is not a forecast of volumes or plant capacity.

Unit: percent of cotton fibre in the stated boundary. Status: derived. Sources: R06, R07.

Read this exhibit in its chapter ↗
Exhibit 20FlowillustrativeTwo-tier sorting separates zero-cost cutting-table segregation at the CMT plant from NIR spectroscopic verification at the regional hub
1. Certifiedfabric roll(100% SODECOTON…2. Cutting-tablesegregation bylay and shade3. PMS barcodeand scale log todatabase4. Hydraulicvertical baler(150-250 kg bal…5. External SMEworkshop bales6. Hub NIR audit(900-1,700 nm,KNN & 1D-CNN)7. Certifiedrotor spinning,pulp or non-wov…

Read-out1. Certified fabric roll (100% SODECOTON cotton). Starting point. Leads to 2. Cutting-table segregation by lay and shade (Spread lay).

Method and source

Architecture designed for GFT's Phase 1 CMT factory (illustrative 135 to 210 t/yr cutting waste) interfacing with regional spinning/recycling hubs such as Camtext SA at Dibamba/Garoua (R08, R09) or SODECOTON-CICAM (R10).

Unit: process architecture. Status: illustrative. Sources: R08, R09, R10, S10, S26, S0402, S0404. Illustrative figures are teaching examples, not measured factory results.

Read this exhibit in its chapter ↗
Exhibit 39Decision mapderivedCompetitive positioning maps GFT's local circular brand against CICAM, Asian contraband, second-hand friperie and public spinning poles
Fast-turn anonymous importsLocal circular brand leaderLow-price dumped & informal tierUpstream industrial partnersLocal cotton provenance and circularity →Design agility and batch consistency →Second-hand friperie…Asian synthetic contr…Legacy incumbent (CIC…Upstream poles (Camte…GFT circular CMT brand

Read-outSecond-hand friperie (61,221 t/yr): Local cotton provenance and circularity 1, Design agility and batch consistency 1.8. Quadrant: Low-price dumped & informal tier

Method and source

Derived positioning matrix synthesising GFT Feasibility Study Section 4 (Competitive Field) and Section 7 (Go-to-Market) with sourced market baselines (R08-R13, R26, S0803). X-axis scores verified Cameroon cotton provenance and closed-loop circularity (0 to 10); Y-axis scores finished garment design agility, batch consistency and brand value (0 to 10).

Unit: strategic positioning score (0 to 10 scale). Status: derived. Sources: R08, R09, R11, R26, S0803.

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Exhibit 53ReconciliationillustrativeDifferential process losses change an illustrative recycled share from 60.00 to 55.56 percent
0255075100100Total input-15Recycled loss-4Virgin loss81Yarn output

Read-outTotal input: total 100. Running total 100 kg of illustrative cotton input and output

Method and source

Illustrative arithmetic, not observed factory performance. Inputs: recycled 60 kg and virgin 40 kg. Losses: recycled 15 kg and virgin 4 kg. Outputs: recycled 45 kg and virgin 36 kg, total 81 kg. Recycled output share = 45 / 81 × 100 = 55.56 percent.

Unit: kg of illustrative cotton input and output. Status: illustrative. Sources: S1101, S1103. Illustrative figures are teaching examples, not measured factory results.

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The paper's argument

One argument, woven across 14 chapters.

Chapter read-out · hover or focus a thread

Industrial sponsors and plant directors of greenfield cotton-to-garment ventures in Cameroon and the CFA-franc zone, Production engineers, cutting-room managers and quality leads designing shop-floor waste segregation and mass-balance logs, Spinning, knitting and textile-recycling operators evaluating mechanical tearing and chemical dissolving-pulp investments, Trade, environment and industrial policymakers across CEMAC, AfCFTA and the European Union, Development-finance institutions and sustainability auditors verifying Global Recycled Standard, ISO 59014 and Extended Producer Responsibility compliance

0127 min · 5 exhibits

Circularity in cotton economies begins on the cutting-room floor, not at the municipal dump

A cotton economy gains its most recoverable textile feedstock before a garment reaches a consumer. The practical starting point is an identified, weighed and segregated …

  1. 01 / 05The thesis

    Circularity in a greenfield cotton-to-garment economy begins not with post-consumer municipal collection, which is contaminated by mixed synthetics and imported second-hand bales, but on the factory floor, where pre-consumer cutting and spinning waste can be weighed, sorted by fibre and shade at the point of generation, and routed into mechanical and cellulosic recycling loops under verifiable producer-responsibility accounting.

    14 chapters · 4 parts · 392 minutes

    Prepared for: Industrial sponsors and plant directors of greenfield cotton-to-garment ventures in Cameroon and the CFA-franc zone, Production engineers, cutting-room managers and quality leads designing shop-floor waste segregation and mass-balance logs, Spinning, knitting and textile-recycling operators evaluating mechanical tearing and chemical dissolving-pulp investments, Trade, environment and industrial policymakers across CEMAC, AfCFTA and the European Union, Development-finance institutions and sustainability auditors verifying Global Recycled Standard, ISO 59014 and Extended Producer Responsibility compliance

  2. 02 / 05Part I · The Linear Trap and the Pre-Consumer Advantage

    Global fibre production reached a record 124 million tonnes in 2023, yet 73 percent of clothing material is landfilled or incinerated at end of life and less than 1 percent is recycled into new clothing, destroying more than US$500 billion in value annually. Cameroon experiences the sharpest form of this linear asymmetry: …

    Part I · chapters 01 to 03 · 76 minutes · 16 exhibits

  3. 03 / 05Part II · Engineering the Recycling Routes

    … it harvests 314,455 to 340,000 tonnes of seed cotton a year through more than 220,000 SODECOTON producers, exports about 95 percent of its lint raw, and absorbs a rising tide of imported second-hand garments and synthetic contraband that overwhelms municipal waste systems. This white paper argues that circularity for a greenfield cotton-to-garment maker begins on the factory cutting-room floor, …

    Part II · chapters 04 to 07 · 119 minutes · 18 exhibits

  4. 04 / 05Part III · Post-Consumer Flows, Trade Asymmetries and Producer Responsibility

    … not at the municipal dump. In a cut-make-trim plant sized at an illustrative 3.0 million garments a year, marker geometry and sewing defects consume 15 to 22 percent of purchased fabric, generating 135 to 210 tonnes of pure, unsoiled cotton clips annually. By segregating clips by shade and batch at the cutting table, …

    Part III · chapters 08 to 11 · 110 minutes · 19 exhibits

  5. 05 / 05Part IV · Operationalising the Circular Factory

    … recording per-lay mass balance in GFT's Performance-Management System from Shift 1, preventing rework and deadstock through computer-vision inspection and machine-learning demand forecasting, and looping baled clips into regional open-end spinning poles such as Camtext SA, a greenfield maker turns waste into margin while meeting European Union Ecodesign and Extended Producer Responsibility rules.R01R04

    Part IV · chapters 12 to 14 · 87 minutes · 15 exhibits

The cloth seen from above

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Weaving draft · 14 chapters × 68 exhibits

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Exhibit 01 · chapter 01 · Key figures

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Exhibit 01 · chapter 01Key figuressourcedGlobal circularity indicators describe different boundaries and cannot be added as one flow
  • 124 MtFibre productionGlobal annual output in 2023
  • 73%Landfilled or burnedClothing materials at end of life
  • <1%Old clothing into new clothingGlobal closed-loop estimate
  • >US$500bnAnnual value lost2017 estimate including underutilisation

Read-outFibre production: 124 Mt. Global annual output in 2023

Method and source

Annual fibre production is a supply measure. Landfill or burning and clothing-to-clothing recycling are end-of-life measures. The value-loss estimate also includes clothing underutilisation. No tonnage conversion or common denominator is inferred.

Unit: reported global measures, with source dates retained. Status: sourced. Sources: S02, S08, S09.

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Interlude · findings against chapters

10 findings, each argued across the paper.

Finding 01 of 10

Global fibre output reached 124 million tonnes in 2023 and is projected to hit 160 million tonnes by 2030, yet 73 percent of clothing materials are landfilled or burned and less than 1 percent enter closed-loop clothing-to-clothing recycling, losing over US$500 billion a year.S01S02S08S09

Finding 02 of 10

Cameroon harvests 314,455 tonnes (2023) to 340,000 tonnes (2024) of seed cotton and projects over 350,000 tonnes in 2025 across 220,000+ SODECOTON farmers, but exports 95 percent of its lint raw against a 50 percent local-processing target by 2030.R01R02R03R06R07

Finding 03 of 10

Upstream ginning of Cameroon's harvest yields roughly 54 percent cottonseed alongside 9,000 to 15,000 tonnes of short-staple linters/motes and 500,000+ tonnes of woody cotton stalks, while spinning 12,000 tonnes of lint at Camtext SA scale generates 960 to 2,160 tonnes of virgin-purity card and comber waste.R01R03R09R10S16S17S37

Finding 04 of 10

Because raw fabric accounts for 50 to 60 percent of total garment cost and cutting-room marker loss plus defects consume 15 to 22 percent of input yardage, saving 2 percent of fabric consumption raises operating profit margin by 1 percentage point, while a 3.0 million garment a year CMT plant generates 135 to 210 tonnes of recoverable cotton clips annually.S32S33R29

Finding 05 of 10

Segregating 100 percent cotton cutting clips by shade at the cutting table preserves 3.0 to 4.5 times the value of mixed floor sweepings, while machine-learning classifiers on Near-Infrared (900 to 1,700 nm) spectra achieve 91.7 percent composition accuracy and 92.6 percent binary elastane detection for external bales.S10S24S25S26S27

Finding 06 of 10

Mechanical tearing is the most capital- and energy-efficient recycling route for African industrial clusters (proven across 326,300 tonnes of post-industrial waste in Egypt, Morocco and Tunisia), producing commercial rotor yarns when blended at 20 to 35 percent with virgin SODECOTON lint and routing short card droppings into non-woven building insulation.S20S24S25S28

Finding 07 of 10

Chemical cellulosic regeneration overcomes mechanical staple shortening by using acid, alkaline or deep eutectic solvent pre-treatments to tune waste-cotton degree of polymerisation from 2,409 down to 500-700, achieving 98.80 percent alpha-cellulose purity and 88.01 percent pulp yield for viscose and Lyocell wet-spinning.S34S35S36

Finding 08 of 10

European Union exports of used textiles nearly tripled from 550,000 tonnes in 2000 to 1.7 million tonnes in 2019 and 1.44 million tonnes in 2025, transferring unrecyclable synthetic waste to African ports without sharing Extended Producer Responsibility funds while eroding domestic incumbents such as CICAM (down from 85 percent to 5 percent market share).R11R12S11S13S29S30S31

Finding 09 of 10

The revised EU Waste Framework Directive (in force 16 October 2025 after mandatory separate collection on 1 January 2025), France's Refashion 2026 eco-modulation scale, and ESPR Regulation (EU) 2024/1781 banning unsold apparel destruction turn durability lab testing, GRS v4 recycled content and mono-material cotton design into direct financial and compliance imperatives.S03S04S05S06S12S14S22S23S28

Finding 10 of 10

Deploying computer-vision defect detection (>90 percent accuracy versus 60 to 70 percent manual) and machine-learning demand forecasting (errors cut 20 to 50 percent, inventory costs down 35 to 40 percent) atop GFT's shop-floor Performance-Management System eliminates defect rework and deadstock overproduction while maintaining an auditable ISO 59020 and GRS v4 mass-balance ledger.R27R28R29S21S28S39S40

Chapter 01 · strongest recurrence of finding 01 · Circularity in cotton economies begins on the cutting-room floor, not at the municipal dump

Cell strength is the recurrence of each finding's key terms in each chapter's text, computed from this web edition and scaled to the strongest chapter. It is a reading guide, not a citation.

Evidence stays attached

Source quality is part of the argument.

Every knot on the edge is one of the 256 records the chapters cite, sorted by grade. The counters filter them; select a record to read it and to light the chapters that cite it. A grade describes the supplied evidence record, not independent validation by the website; missing references are excluded.

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c01-S24 · Grade A

United Nations Industrial Development Organization (UNIDO)

Circular textile value chains: Advancing local manufacturing of yarns and fabrics with recycled content in Morocco

A waste mapping study from 2021, conducted by the United Nations Industrial Development Organization (UNIDO), revealed that Morocco's textile industry produces over 83,000 tons of textile waste each year.

2023-11. Register access date: 2026-10-30. Source provenance is supplied by the paper evidence register.

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Cited inc01-S24: 1 chapter

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Use the same term for the same boundary.

42 terms, each with one definition for the whole paper. The punched row shows the chapters whose text uses the term.

Acceptable Quality Limit (AQL)
The maximum percentage of defective units (commonly AQL 2.5 for major defects in apparel) permitted in a statistical sampling inspection before an entire production batch is rejected.
Air-gap wet spinning
The filament extrusion method used in Lyocell production where cellulose dissolved in NMMO passes through a spinneret across a short air gap before coagulating in an aqueous bath.
Alpha-cellulose
The high-molecular-weight fraction of cellulose insoluble in 17.5 percent sodium hydroxide solution at 20 degrees Celsius; dissolving pulp for viscose and Lyocell spinning typically requires alpha-cellulose purity above 90 to 98 percent.
Carding strips
Short fibres, neps and seed-coat fragments removed by the revolving flats and cylinders of a carding machine during cotton yarn preparation.
Chain of custody
The chronological documentary trail recording the sequence of entities that take physical or legal custody of certified materials from waste origin to finished product.
Closed-loop recycling
Recycling processes in which post-industrial or post-consumer textile waste is reprocessed into new textile fibres and garments of equivalent functional quality (fibre-to-fibre recycling).
Comber noils
Short cotton fibres (typically shorter than 12 to 15 mm) combed out during the production of fine combed ring-spun yarns; a high-purity virgin cellulose co-product used in open-end rotor spinning, medical cotton and dissolving pulp.
Cut-Make-Trim (CMT)
The garment manufacturing stage encompassing fabric spreading, pattern cutting, sewing assembly, trimming, pressing and packaging.
Deadstock
Unsold finished garments or unused fabric rolls remaining in warehouse inventory after a retail season or order cancellation.
Deep Eutectic Solvent (DES)
A green solvent system formed by mixing a hydrogen-bond acceptor (such as choline chloride) and a hydrogen-bond donor (such as lactic acid or urea) whose melting point is far below that of its individual components, used for targeted cellulose depolymerisation.
Defects per Hundred Units (DHU)
A core shop-floor quality KPI calculated as total defects found divided by total garments inspected, multiplied by 100.
Degree of Polymerisation (DP)
The average number of glucose monomer units in a cellulose polymer chain; native cotton has a DP above 2,000, which must be reduced to roughly 500 to 900 for chemical dissolving pulp.
Digital Product Passport (DPP)
A structured digital record mandated under EU Regulation (EU) 2024/1781 linking a unique product identifier to verifiable lifecycle, composition, circularity and chain-of-custody data.
Dissolving pulp
High-purity bleached chemical pulp with tightly controlled alpha-cellulose content, intrinsic viscosity and low metal ash, manufactured from wood or waste cotton for chemical regeneration into viscose, modal or Lyocell fibres.
Downcycling (Cascading)
Reprocessing used textiles into lower-value, non-apparel products such as industrial wiping rags, thermal/acoustic building insulation, automotive felts or mattress stuffing.
Eco-modulation
The adjustment of Extended Producer Responsibility (EPR) financial fees through bonuses (discounts for durability, certification and recycled content) and penalties (surcharges for non-recyclable materials).
Ecodesign for Sustainable Products Regulation (ESPR)
Regulation (EU) 2024/1781 establishing the European Union framework for mandatory product durability, recyclability, recycled content, Digital Product Passports and bans on destroying unsold consumer apparel.
Elastane (Spandex)
A synthetic segmented polyurethane-urea filament known for high elasticity; even 2 to 5 percent elastane acts as a severe contaminant in mechanical cotton tearing and chemical cellulose dissolution.
Extended Producer Responsibility (EPR)
An environmental policy mechanism making producers, brands and importers financially and operationally responsible for the end-of-life collection, sorting, reuse and recycling of products they place on the market.
First-Pass Yield (FPY)
The percentage of garments exiting a sewing line that pass quality inspection on the first attempt without requiring rework or being downgraded to seconds.
Friperie (Mitumba)
Imported second-hand clothing traded in wholesale bales across French-speaking Central/West Africa (friperie) and East Africa (mitumba).
Garnetting (Mechanical tearing)
The mechanical recycling process that feeds fabric clips through high-speed cylinders clothed with saw-tooth wire to shred woven or knitted structures back into loose staple fibres.
Gin motes
Immature seeds, short-staple fibres and lint fragments separated by lint cleaners during cotton ginning; recoverable for coarse non-wovens or cellulose pulp.
Global Recycled Standard (GRS v4)
An international voluntary standard managed by Textile Exchange requiring at least 20 percent certified recycled content alongside chain-of-custody, social, environmental and chemical compliance.
Glycolysis
A chemical depolymerisation route that reacts polyethylene terephthalate (polyester) with ethylene glycol at elevated temperature to cleave polymer chains back into bis(2-hydroxyethyl) terephthalate (BHET) monomer.
Greige fabric
Unbleached, undyed woven or knitted cloth taken directly off the loom or circular knitting machine prior to wet processing.
Industrial symbiosis
A circular industrial relationship in which the residual waste or co-product of one manufacturing process (such as CMT cutting clips or spinning card strips) serves as the raw-material input for another process.
ISO 59004:2024
The foundational International Organization for Standardization standard defining circular economy vocabulary, core principles (such as resource stewardship and traceability) and implementation guidance.
ISO 59014:2024
The ISO standard specifying sustainability, traceability and safe social conditions (including for subsistence waste workers) in the recovery of secondary raw materials.
ISO 59020:2024
The ISO standard establishing mandatory and optional quantitative indicators for measuring and assessing circularity performance within defined system boundaries.
Linters
Short, fuzzy cellulosic fibres (<5 to 6 mm) that remain attached to the cottonseed hull after ginning removes spinnable lint; delinted in first and second cuts for medical cotton, speciality paper and dissolving pulp.
Lyocell process
A direct solvent-spinning process for regenerated cellulose fibres that dissolves pulp in aqueous N-Methylmorpholine N-oxide (NMMO) with over 99 percent solvent recovery and no carbon disulphide derivatisation.
Marker efficiency
The ratio of the total surface area of nested garment pattern pieces to the total rectangular area of the cutting marker plan, expressed as a percentage.
Mass balance
An accounting protocol that reconciles the mass of certified inputs entering a production process against the mass of certified outputs plus empirically verified process losses.
Mono-material design
Engineering a garment so that its body fabric, sewing thread, labels and trims share a single polymer family (such as 100 percent cellulosic cotton/lyocell) to enable direct recycling without component disassembly.
Near-Infrared (NIR) spectroscopy
A non-destructive optical technique measuring reflectance in the 700 to 2,500 nm wavelength band to identify textile fibre polymers and blends from their molecular bond vibrations.
Open-end (Rotor) spinning
A high-speed yarn spinning system that feeds individual opened fibres into a rapidly rotating rotor groove rather than using a ring and traveller, tolerating shorter mechanically recycled cotton fibres.
Pre-consumer (Post-industrial) waste
Material diverted from the waste stream during manufacturing (such as spinning waste, weaving selvedges, cutting-room clips and unsold deadstock) before the product ever reaches a consumer.
Producer Responsibility Organisation (PRO)
A collective body (such as Refashion in France) accredited by the state to collect EPR fees from brands and organise national textile waste collection, sorting and recycling.
Recycled Claim Standard (RCS v4)
A Textile Exchange standard verifying the chain of custody and percentage of recycled content (minimum 5 percent) in products without the additional social and chemical audits of GRS.
Scope Certificate (SC)
An annual facility-level certificate issued by an accredited certification body verifying that a factory or mill is qualified to process and handle certified materials under GRS or RCS.
Transaction Certificate (TC)
A shipment-specific document issued by a certification body confirming that a specific lot of material transferred between two Scope-Certified entities complies with GRS or RCS mass balance.
01 / 42

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WP11 · Draft web edition

Closing the Loop

Chapters
14
Exhibits
68
Findings
10
Minutes
392

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