Platinum-group metals

iridium production, economic allocation, proxy

Reference product iridium ZA

Published Version 1.0.1 Latest published

Stable dataset identity iridium-production-economic-allocation-proxy

Unit
kilogram
Reuse license
CC BY 4.0
Published
2026-11-03
Version
1.0.1
Technology maturity
Not assessed

Published inventory

Overview

Process description and catalog context. View scientific metadata

Description

Partial producer-gate inventory per 1 kg iridium. The engineering model economically allocates pooled 2015–2019 platinum-group-metal company operating quantities and adds qualified flotation-reagent proxies. It covers delivered electricity/fuel services, an allocated direct SO₂ residual, additional potable water and a contained-iridium resource lower bound. Final refining chemistry and complete mining, emission, waste and water coverage remain unresolved.

Dataset details

Classification, keywords, bookmarks and download counts.

Classification
Platinum-group metals (materials/metals/platinum-group-metals)
Bookmarks
0
Raw file downloads
0
Generated export downloads
0

Classification path: Materials > Metals and mineral feedstocks > Platinum-group metals

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Metadata & sources Methods, scope, reference years, publications, contributors, projects and funding.

Source

Source documentation, background profiles and references.

Other

Supporting sources:

Kathryn Kingsbury; Pahola Thathiana Benavides (2021). Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021. https://greet.anl.gov/files/pgm_2021

Anglo American Platinum Limited (2020). Annual Results 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf

Anglo American Platinum Limited (2020). Environmental, social and governance report 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf

Anglo American Platinum Limited (2021). Environmental, social and governance report 2020. https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf

Mgciniwethu Khumalo (2021). The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore. https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content

Walter Amos Ngobeni; Antoine F. Mulaba-Bafubiandi (2024). Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1). https://doi.org/10.21203/rs.3.rs-4799524/v1

Réata Colyn; Kirthi Peramaul; Tyla Smith; Lenaldi Görgens; Alta van Dyk (2023). Mogalakwena Complex: Draft Scoping Report, February 2023. https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf

Ivan Muñoz; Anastasia Papadopoulou; Edith Buhl; Bo P. Weidema (2026). Joint production with multiple determining products: the case of platinum-group metals. https://doi.org/10.1007/s11367-026-02665-6

premise static economic-iridium engineering compiler (2026). https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx

Background database
ecoinvent / 3.12
Background system model
cut-off
Biosphere database
ecoinvent / 3.12

These are the stored source profiles for this version. Foreground methodology is recorded in Scientific metadata.

Technology characterization Scale, utilization, production, lifetime, technology readiness and representativeness.
Commercial maturity stage
Not provided
Design capacity
Not provided
Design capacity unit
Not provided
Capacity factor
Not provided
Annual production volume
Not provided
Annual production volume unit
Not provided
Annual production volume year
Not provided
Plant lifetime
Not provided
TRL scale Higher is more mature. 9: routine commercial deployment 8: commercial, but still niche or scaling 7: first-commercial or advanced demonstration 6: engineering-scale demonstration 5: pilot or large prototype 4: bench or lab validated 3: research-stage concept Technology readiness level Not assessed
1 to 5 scale Lower is better. 1: strong market- or operating-data basis 2: commercially plausible, but still somewhat specific 3: partly representative, with modelling or adaptation bias 4: pilot, proxy-based, scaled-up, or prospective 5: weak representation of the real technology state Technological representativeness
1 to 5 scale Lower is better. 1: geography matches the claimed scope well 2: regionally credible, but broader or less exact 3: generic regional or global proxy 4: weak proxy or clear geographic mismatch 5: geography is effectively unsupported Geographical representativeness
1 to 5 scale Lower is better. 1: current for that technology class 2: slightly dated, but still good 3: dated enough to need caution 4: stale, pilot-era, or prospective relative to current practice 5: clearly not representative of the current state Temporal representativeness

Missing exchange uncertainty generation: Not requested

Representativeness scores use a 1–5 scale when provided. Lower scores indicate a closer fit to the modeled technology, geography, or time period.

Inventory & impacts 13 exchanges · exchange table, supply-chain graph and environmental screening.

Precalculated screening profile

Environmental impacts

Results per kilogram, using UVEK 2025 and the ecoinvent 3.10 biosphere. Exchange rows are shaded from green to red by relative contribution to the selected indicator.

Climate change 30867.2 kg CO2-Eq / kilogram
Screening result

This screening result uses Brightpath mappings from the source background to UVEK 2025; mapped suppliers are not claims of scientific equivalence.

Show all 16 indicator totals
Acidification 207.143 mol H+-Eq / kilogram
Climate change 30867.2 kg CO2-Eq / kilogram
Freshwater ecotoxicity 66472.8 CTUe / kilogram
Freshwater eutrophication 15.8917 kg P-Eq / kilogram
Marine eutrophication 16.9297 kg N-Eq / kilogram
Terrestrial eutrophication 166.505 mol N-Eq / kilogram
Human toxicity, cancer 1.2350e-05 CTUh / kilogram
Human toxicity, non-cancer 9.7048e-05 CTUh / kilogram
Ionising radiation 2286.72 kBq U235-Eq / kilogram
Land use 48475.9 dimensionless / kilogram
Ozone depletion 0.000138219 kg CFC-11-Eq / kilogram
Particulate matter 0.000594073 disease incidence / kilogram
Photochemical ozone formation 53.7669 kg NMVOC-Eq / kilogram
Resource use, fossils 313972 MJ, net calorific value / kilogram
Resource use, minerals and metals 0.00727194 kg Sb-Eq / kilogram
Water use 185844 m3 world Eq deprived / kilogram
Calculation details

Profile uvek-2025-ef-v3-1-4e70d56a85b1 · artifact 4e70d56a85b1 · calculated 2026-11-03 09:12 UTC. These screening results do not replace a reviewed comparative LCA.

Dataset contents

Reference flows, emissions, technosphere inputs, and natural resources in this published snapshot.

Outputs

Reference flow 1 row Reference production exchanges extracted from the uploaded inventory.
Exchange Reference / categories Amount Unit Metadata Climate change contribution
iridium production, economic allocation, proxy
ZA
iridium
1
kilogram - Reference flow
Emissions 1 row Elementary flows emitted from the dataset to the environment.
Exchange Reference / categories Amount Unit Metadata Climate change contribution
Sulfur dioxide
air / non-urban air or from high stacks
110.21
kilogram
0 kg CO2-Eq / kilogram 0.0% of total
EF biosphere factor

Inputs

Technosphere inputs 10 rows Linked foreground or background product inputs used by this dataset.
Exchange Reference / categories Amount Unit Metadata Climate change contribution
market for electricity, medium voltage
ZA
electricity, medium voltage
2.60e+04
kilowatt hour
26736.2 kg CO2-Eq / kilogram 86.6% of total
BAFU:2025
diesel, burned in building machine
GLO
diesel, burned in building machine
1.45e+04
megajoule
1520.33 kg CO2-Eq / kilogram 4.9% of total
BAFU:2025
diesel, burned in diesel-electric generating set, 10MW
GLO
diesel, burned in diesel-electric generating set, 10MW
557.37
megajoule
52.3882 kg CO2-Eq / kilogram 0.2% of total
BAFU:2025
heat production, at hard coal industrial furnace 1-10MW
RoW
heat, district or industrial, other than natural gas
1.76e+04
megajoule
2345.21 kg CO2-Eq / kilogram 7.6% of total
BAFU:2025
heat production, natural gas, at industrial furnace >100kW
RoW
heat, district or industrial, natural gas
1292.74
megajoule
103.759 kg CO2-Eq / kilogram 0.3% of total
BAFU:2025
market for sodium ethyl xanthate
GLO
sodium ethyl xanthate
13.85
kilogram
27.322 kg CO2-Eq / kilogram 0.1% of total
BAFU:2025
market for organophosphorus-compound, unspecified
GLO
organophosphorus-compound, unspecified
0.98
kilogram
5.964 kg CO2-Eq / kilogram 0.0% of total
BAFU:2025
market for polyether polyols, short chain
RoW
polyether polyols, short chain
6.94
kilogram
26.3829 kg CO2-Eq / kilogram 0.1% of total
BAFU:2025
market for carboxymethyl cellulose, powder
GLO
carboxymethyl cellulose, powder
9.8
kilogram
41.6639 kg CO2-Eq / kilogram 0.1% of total
BAFU:2025
market for tap water
ZA
tap water
5.90e+04
kilogram
7.94985 kg CO2-Eq / kilogram 0.0% of total
BAFU:2025
Natural resources 1 row Elementary flows withdrawn from the environment by this dataset.
Exchange Reference / categories Amount Unit Metadata Climate change contribution
Iridium
natural resource / in ground
1
kilogram
0 kg CO2-Eq / kilogram 0.0% of total
EF biosphere factor
Parameters 0 source definitions · values, formulas and uncertainty.

Read-only definitions preserved with this inventory version. Values are supplied by the source; CLIC does not evaluate formulas or recalculate exchange amounts and impact scores from them.

No parameter definitions were supplied with this inventory snapshot.

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Raw uploaded files 0 files preserved with this version.
Original uploaded files were not included in the inventory archive. Generated inventory exports remain available.
Versions & changes 2 versions · change rationale, release notes and comparisons.

Version history

Published versions are immutable and remain available.

Oldest to newest. Arrows show recorded revision links; each node describes the change introduced by that version.

  • Version 1.0.1 revises version 1.0.0.
  1. Version 1.0.0
    Published

    This iridium production, economic allocation, proxy reference makes its product and manufacturing boundary explicit. Its supplied inputs include electricity, medium voltage, diesel, burned in…

    Superseded
  2. Version 1.0.1
    Published

    Add the missing iridium natural-resource input: 1 kg per kg of iridium metal. This accounts for the minimum iridium contained in the product; additional…

    Published · Viewing · Latest
Show full version history table (2 versions)
Version Published Reason for this version Link
Version 1.0.1 2026-11-03 Add the missing iridium natural-resource input: 1 kg per kg of iridium metal. This accounts for the minimum iridium contained in the product; additional extraction associated with mining or refining losses remains unquantified. Economic allocation of shared operating inputs and emissions is unchanged. Current view
Version 1.0.0 Superseded Published 2026-11-03 This iridium production, economic allocation, proxy reference makes its product and manufacturing boundary explicit. Its supplied inputs include electricity, medium voltage, diesel, burned in building machine, diesel, burned in diesel-electric generating set, 10MW. Open version
About this version

Why this version changed

Add the missing iridium natural-resource input: 1 kg per kg of iridium metal. This accounts for the minimum iridium contained in the product; additional extraction associated with mining or refining losses remains unquantified. Economic allocation of shared operating inputs and emissions is unchanged.

Changes from version 1.0.0 Compare this version with its predecessor. Exchanges are grouped by type and change; biosphere labels include their environmental compartments. Open the base version. Show changes Hide changes

Why this version changed

Add the missing iridium natural-resource input: 1 kg per kg of iridium metal. This accounts for the minimum iridium contained in the product; additional extraction associated with mining or refining losses remains unquantified. Economic allocation of shared operating inputs and emissions is unchanged.

Public revision record

This comparison is permanently visible with the published version so users can assess every detected change before reuse.

Modified exchanges
0
Added exchanges
1
Removed exchanges
0
Inventory metadata
2
Version metadata
11
Biosphere exchanges added 1
Biosphere exchanges added
Exchange / scope Field Previous value Revised value Reason
Iridium (biosphere / natural resource / in ground / kilogram) Amount Not present 1.0 kilogram Minimum contained-iridium resource accounting: the reference output is modelled as 1 kg of contained iridium metal, so at least 1 kg of Ir resource is attributed directly to that output. This is a content-based lower-bound assumption, not measured ore extraction, assay purity, or 100% recovery. Additional extraction associated with mining/refining losses remains unquantified. The resource is not multiplied by the price/basket allocation factor; economic allocation of shared operating inputs and the SO2 residual remains unchanged. No other metal resource or recycling credit is added.
Metadata changes 13
Metadata changes
Exchange / scope Field Previous value Revised value Reason
Inventory file Description Qualified partial inventory for supplying 1 kg of iridium metal at the producer gate. Uses pooled PGM mining, concentration, smelting and refining purchased-energy data for 2015-2019, extended to iridium by economic allocation. Includes delivered electricity, fuel supply and combustion, a residual to match reported corporate direct SO2, four North-Concentrator flotation-chemical manufacturing proxies and additional purchased potable water. Background: ecoinvent 3.12 cut-off. ZA is a geographical proxy for the operator pool, which also includes Zimbabwe. This is independently constructed foreground data, not an ecoinvent dataset or a certified complete iridium inventory. Metal purity, commercial form and Ir-specific recovery are unspecified. Qualified partial inventory for supplying 1 kg of iridium metal at the producer gate. Uses pooled PGM mining, concentration, smelting and refining purchased-energy data for 2015-2019, extended to iridium by economic allocation. Includes delivered electricity, fuel supply and combustion, a residual to match reported corporate direct SO2, four North-Concentrator flotation-chemical manufacturing proxies and additional purchased potable water. Background: ecoinvent 3.12 cut-off. ZA is a geographical proxy for the operator pool, which also includes Zimbabwe. This is independently constructed foreground data, not an ecoinvent dataset or a certified complete iridium inventory. Metal purity, commercial form and Ir-specific recovery are unspecified. Includes minimum contained-Ir resource accounting; extraction associated with recovery losses remains unquantified. Explain the minimum contained-iridium resource input and the unquantified recovery losses, while retaining the existing system boundary, sources and allocation.
Version metadata Description Partial engineering inventory for 1 kg iridium at the producer gate, economically allocating 2015–2019 corporate PGM operating quantities using a mean achieved Ir price and published seven-product basket. Includes delivered electricity/fuel services, a corporate SO2 residual, four North-Concentrator flotation-manufacturing proxies and additional potable water. Pilot doses, later capacity share and reagent active fractions remain qualified transfers; final-refinery chemistry and full mining/emission/waste/water coverage are incomplete. This historical version lacks the later contained-Ir resource row; absence is not zero geological extraction. Partial producer-gate inventory per 1 kg iridium. The engineering model economically allocates pooled 2015–2019 platinum-group-metal company operating quantities and adds qualified flotation-reagent proxies. It covers delivered electricity/fuel services, an allocated direct SO₂ residual, additional potable water and a contained-iridium resource lower bound. Final refining chemistry and complete mining, emission, waste and water coverage remain unresolved.
Inventory file Model version 1.0.0 1.0.1 Advance the model version to 1.0.1 to identify the inventory with the newly added resource input.
Version metadata Geographical representativeness Not set 4 No explanation was recorded for this change.
Version metadata Intended application Transparent attributional economic iridium proxy for the declared historical corporate pool. Review coproduct coverage, actual provider migration, refinery chemistry, geographic/temporal transfer, water/emission ownership, recovery and price/dose uncertainty before comparative use. An explicitly qualified attributional engineering proxy for iridium supply under the retained historical corporate-price, basket, process-ownership and supplier assumptions.
Version metadata Methodology and allocation explanation Partial iridium-production engineering reference using original corporate 2015–2019 pooled quantities and the supporting April 2021 GREET memo by Kathryn Kingsbury and Pahola Thathiana Benavides. GREET explicitly does not implement separate market-allocation inventories for iridium/ruthenium, while permitting mass-allocated PGM surrogates. This recipe is an independent economic extension, not a published GREET iridium table or measured single factory. Corporate report covers 2019/2020 differ from release years 2020/2021; current 2026 repository upload paths do not date the underlying measurements. Khumalo's signed 2020 report has a 2021 repository publication. The 2024 preprint and 2023 planning report are later source transfers. Source authors are not CLIC inventory compilers, and publication years do not replace the principal 2015–2019 company-data period.

Per kg iridium, the engineering economic factor is mean achieved Ir price 924.4 USD/troy ounce divided by 0.0311034768 kg/troy ounce and by the published 5018995769 USD annual seven-product basket. Product mass cancels in this per-kg formula; that algebra does not establish causal refining costs or a complete coproduct basket. It is a pooled average-price/average-basket scenario rather than year-by-year allocation. Chrome and other outputs are outside the inherited basket. Original annual electricity/fossil TJ series are averaged; fossil shares 2.55/3.72/0.23 are normalized over 6.5 and diesel split 96.3/3.7 percent is inherited from GREET. Literal rounded GREET tables and ounce/ton denominators have documented inconsistencies; do not rescale this reconstruction without confirming author intent and boundary. Retained historical supplier factors convert purchased fuel energy to service references, including coal 1.249925 and gas 1.052631579 MJ fuel per reference MJ. Fuel supply and direct combustion are owned once by those services; adding a second fuel or furnace process is unsupported. ZA is a geographic proxy for a corporate pool including Zimbabwe and purchased/toll-treated material. Complete upstream mining for purchased concentrate, supplier technology/reference years and actual export binding remain unresolved.

Khumalo Table 3.2 gives North Concentrator pilot doses 273/46/130/306 g/t for SIBX/Senkol 3/Senfroth 516/Norilose 6064. The recipe applies their selected commercial-product interpretation only to North feed, inferred from the later 9.3/(9.3+4.2) Mtpa capacity ratio. Mean combined Mogalakwena feed is 13.091 million t/year; actual 2015–2019 North throughput is not measured by that 2023 planning ratio, and offsite Baobab treatment is documented. The 2024 preprint supports selected active fractions 95/40/100/60 percent but its SIBX text 95 percent conflicts with Table 1 93.5 percent. Both purity and commercial-versus-active dose basis remain scenarios. Sodium ethyl xanthate is a different alkyl-chain proxy for SIBX; a generic organophosphorus average is not actual dithiophosphate chemistry; short-chain polyether polyols are not a verified PPG 400 frother formulation; pure CMC excludes commercial carriers. Unmodelled commercial carrier/impurity mass and reagent environmental fate are not zero. No other-company ore recipe, waste treatment, dissolved release, toxicity equivalence or recovery credit is established by these manufacturing proxies.

The 2020 ESG report printed 70 supplies previously missing 2019 SO2 at 21.97 kt; the existing foreground residual already uses the five-year 20.534 kt mean. Allocated target 121.592762938 kg/kg Ir less inherited direct utility SO2 11.381825897 gives current 110.210937042 kg. Subtract direct utility emissions once, not upstream supplier emissions; this assumes the corporate total includes utility combustion and uses historical provider evidence. Later 2019 total water withdrawal 25094 ML differs from 25894 ML in the 2019 report, but the separately used potable series 7642/6142/9433/12327/14408 ML is unchanged. Its allocated 59158.485383 kg less historical embedded softened water 165.078346 kg gives current 58993.407037 kg tap water. Boiler feed belonging to this potable budget remains an assumption; this is not complete withdrawal, return or net-consumption accounting. Corporate NOx has missing 2015 data and incompatible known-year/utility boundaries; do not turn missing values into zero or add a negative balancing emission. Published version 1.0.1 already contains 1 kg direct Ir-resource lower bound for 1 kg contained-metal output. It is not economically scaled extraction, observed purity, ore grade or 100 percent recovery. Historical 1.0.0 lacks that row; do not apply the resource addition again to the current version. Mining/refining losses, final-refinery chemicals, land and complete waste treatment remain unresolved.

Verify Argonne, University of the Witwatersrand, University of Johannesburg, Aalborg and Danish Topsoe identities against exact country/identifier records. Wits and UJ are distinct universities. The GREET byline's Systems Assessment Group/Energy Systems Division are Argonne units; its SULI training programme, DOE Office of Science and workforce-development office are related programme/agency roles, not duplicate institutions or verified grants for CLIC. Khumalo acknowledges Mogalakwena management funding and Anglo Research technical support; supervisor and technicians are not coauthors. Preserve historical Anglo American Platinum issuer, operating-client Rustenburg Platinum Mines and current Valterra repository-host roles without automatic legal merger. AECI/Senmin supplier branding, AvD consultant/preparer and mining-client roles are distinct. New 2026 main-paper department and supplementary DCEA are related Aalborg units. The article identifies Aalborg open-access support; generic Crossmark funding must not broaden that to verified inventory-research or CLIC funding. Keep CLIC authors, contributors, institutions, projects and funding arrays unchanged.

The later corporate report adds missing SO2 and changes total water withdrawal, while no new correction to the separately used potable series is established. This source update is reflected in the SO2 target; a formal erratum was not independently identified. Original preprint version 1 is posted 22 August 2024; fresh page state lists no version of record, associated publication or amendment, which does not prove a complete amendment history. The same authors' cassia-tora/locust-bean paper is a different study. Exact DOI Crossmark reports the 2026 Muñoz/Papadopoulou/Buhl/Weidema paper current, but complete supplementary history remains unproven. Its SI sections 3.8/4.8 reconstruct a refining-only consequential response using older refinery data and avoided residue disposal; Table SM 18 combines 0.624 ZA refining response and 0.376 reduced consumption per kg Ir. Those boundary, substitution and fuel assumptions do not correct or replace this attributional corporate-pool recipe. Current PEM stack 4856 buys 0.8 kg Ir, as in the pinned native caller, but has 3.9 declarations versus this 3.12 provider; actual migration/binding, loading, purity, stack life and recovery remain unverified. No extra lifetime multiplier, disposal credit or current amount correction is established. Static arithmetic agreement is not full inventory or scientific sign-off.
The economic factor per kg iridium is 924.4 USD/troy ounce ÷ 0.0311034768 kg/troy ounce ÷ 5,018,995,769 USD annual basket. This pooled mean-price/mean-basket allocation differs from year-by-year allocation and excludes chrome and other products outside the inherited basket. GREET does not provide a separate market-allocated iridium inventory. Rounded source tables and ounce/ton denominators have documented ambiguities; the reconstruction retains the annual company TJ series. Fossil shares 2.55/3.72/0.23 are normalized over 6.5, with diesel split 96.3/3.7%. Historical supplier factors include 1.249925 MJ coal fuel and 1.052631579 MJ gas fuel per reference MJ service. Fuel supply and direct combustion are represented once through those services.

Khumalo's North-Concentrator pilot doses are 273/46/130/306 g/t for SIBX, Senkol 3, Senfroth 516 and Norilose 6064. The selected North share is 9.3/(9.3+4.2), from 2023 planning capacities, applied to mean combined Mogalakwena feed of 13.091 million t/year. That ratio is not observed 2015–2019 North throughput; offsite Baobab treatment is documented. Selected active fractions are 95/40/100/60%, although the 2024 preprint's SIBX table gives 93.5% versus 95% in its text. Commercial-versus-active dose basis remains uncertain. Sodium ethyl xanthate differs from SIBX; generic organophosphorus, short-chain polyether polyol and pure CMC are manufacturing proxies for specific formulated reagents, excluding unmodelled carriers and impurities.

The later company report supplies the missing 2019 SO₂ value of 21.97 kt. The current five-year mean is 20.534 kt: allocated 121.592762938 kg/kg iridium less 11.381825897 kg inherited direct utility emissions gives the retained foreground residual of 110.210937042 kg. Only direct utility SO₂ is subtracted, assuming it is included in the corporate total. The later 2019 total-water withdrawal changes from 25,894 to 25,094 ML; the separately used potable series of 7,642/6,142/9,433/12,327/14,408 ML is unchanged. Allocated potable water of 59,158.485383 kg less 165.078346 kg historical embedded softened water gives 58,993.407037 kg tap water. This assumes that boiler feed belongs to that potable budget and does not establish total withdrawal, return or net consumption. Missing 2015 NOx and incompatible company/utility boundaries preclude a balancing emission.

Current version 1.0.1 already contains 1 kg direct iridium resource per kg contained-metal output. This is a content-attributed lower bound, not economically scaled geological extraction, an assay or 100% recovery. Historical version 1.0.0 lacks the row. The later 2026 consequential study's 0.624 South African refining response plus 0.376 reduced consumption, avoided-disposal and fuel assumptions have a different boundary and do not amend this recipe. The separate PEM-stack reference purchases 0.8 kg iridium, but its declared 3.9 supplier profile differs from this 3.12 reference; actual binding, loading, purity, lifetime and recovery remain unverified.
Version metadata Source Supporting sources: Kathryn Kingsbury; Pahola Thathiana Benavides (2021). Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021. https://greet.anl.gov/files/pgm_2021. April 2021 memo; supporting pooled PGM model, not a published economic iridium inventory.; Anglo American Platinum Limited (2020). Annual Results 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf; Anglo American Platinum Limited (2020). Environmental, social and governance report 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf; Anglo American Platinum Limited (2021). Environmental, social and governance report 2020. https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf; Mgciniwethu Khumalo (2021). The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore. https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content. Repository publication 2021; original signed declaration 01/11/20. North Concentrator pilot analogue.; Walter Amos Ngobeni; Antoine F. Mulaba-Bafubiandi (2024). Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1). https://doi.org/10.21203/rs.3.rs-4799524/v1; Réata Colyn; Kirthi Peramaul; Tyla Smith; Lenaldi Görgens; Alta van Dyk (2023). Mogalakwena Complex: Draft Scoping Report, February 2023. https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf; Ivan Muñoz; Anastasia Papadopoulou; Edith Buhl; Bo P. Weidema (2026). Joint production with multiple determining products: the case of platinum-group metals. https://doi.org/10.1007/s11367-026-02665-6. Later consequential method comparison, not a source of current inventory coefficients or an erratum to GREET.; (2026). premise static economic-iridium engineering compiler. https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx Supporting sources:

Kathryn Kingsbury; Pahola Thathiana Benavides (2021). Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021. https://greet.anl.gov/files/pgm_2021

Anglo American Platinum Limited (2020). Annual Results 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf

Anglo American Platinum Limited (2020). Environmental, social and governance report 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf

Anglo American Platinum Limited (2021). Environmental, social and governance report 2020. https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf

Mgciniwethu Khumalo (2021). The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore. https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content

Walter Amos Ngobeni; Antoine F. Mulaba-Bafubiandi (2024). Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1). https://doi.org/10.21203/rs.3.rs-4799524/v1

Réata Colyn; Kirthi Peramaul; Tyla Smith; Lenaldi Görgens; Alta van Dyk (2023). Mogalakwena Complex: Draft Scoping Report, February 2023. https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf

Ivan Muñoz; Anastasia Papadopoulou; Edith Buhl; Bo P. Weidema (2026). Joint production with multiple determining products: the case of platinum-group metals. https://doi.org/10.1007/s11367-026-02665-6

premise static economic-iridium engineering compiler (2026). https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx
Version metadata Contributors, publications, projects and supporting evidence Evidence: 1. Origin: source_import
Evidence: 1. Target field: data_origins
Evidence: 1. Qualification: Tags describe documented input origins of this exact supplied version. Literature does not assert direct measurements; engineering and proxy tags describe stated assumptions, not validated industrial performance.
Evidence: 1. Source location: source
Evidence: 1. Source reference: Existing published CLIC inventory documentation
Evidence: 2. Origin: source_import
Evidence: 2. Target field: data_origins
Evidence: 2. Qualification: Tags describe documented input origins of this exact supplied version. Literature does not assert direct measurements; engineering and proxy tags describe stated assumptions, not validated industrial performance.
Evidence: 2. Source location: description
Evidence: 2. Source reference: Existing published CLIC inventory documentation
Evidence: 3. Origin: source_import
Evidence: 3. Target field: included_life_cycle_stages
Evidence: 3. Qualification: Minimum explicitly named stage(s); no assertion that all upstream/downstream stages of the cited study are present. Manufacturing rejects alone do not create an end-of-life stage.
Evidence: 3. Source location: name
Evidence: 3. Source reference: Existing published CLIC inventory documentation
Evidence: 4. Origin: source_import
Evidence: 4. Target field: use_limitations
Evidence: 4. Qualification: Version-specific capacity-share and chemistry assumptions; no versioning/approval instructions are introduced into public scientific text.
Evidence: 4. Source location: description
Evidence: 4. Source reference: Existing published CLIC inventory documentation
Evidence: 5. Origin: source_import
Evidence: 5. Target field: data_period_start_year
Evidence: 5. Qualification: Period of principal company quantities only; flotation, capacity and reagent assumptions use later sources documented separately. No representative inventory year is inferred.
Evidence: 5. Source location: description
Evidence: 5. Source reference: Existing published CLIC inventory documentation
Evidence: 6. Origin: source_import
Evidence: 6. Target field: data_period_end_year
Evidence: 6. Qualification: Period of principal company quantities only; not the full range of all supporting publications.
Evidence: 6. Source location: description
Evidence: 6. Source reference: Existing published CLIC inventory documentation
Evidence: 7. Origin: source_import
Evidence: 7. Target field: represents_allocated_product
Evidence: 7. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 7. Source location: description
Evidence: 7. Source reference: Existing published CLIC inventory documentation
Evidence: 8. Origin: source_import
Evidence: 8. Target field: multifunctionality_applicable
Evidence: 8. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 8. Source location: description
Evidence: 8. Source reference: Existing published CLIC inventory documentation
Evidence: 9. Origin: source_import
Evidence: 9. Target field: multifunctionality_methods
Evidence: 9. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 9. Source location: description
Evidence: 9. Source reference: Existing published CLIC inventory documentation
Evidence: 10. Origin: source_import
Evidence: 10. Target field: process_type
Evidence: 10. Qualification: Aggregated corporate-pool mining/refining engineering proxy, not a single measured operation.
Evidence: 10. Source location: inventory_snapshot/model
Evidence: 10. Source reference: Existing published CLIC inventory documentation
Evidence: 11. Origin: source_import
Evidence: 11. Target field: system_boundary
Evidence: 11. Qualification: Explicit declaration in this supplied inventory.
Evidence: 11. Source location: description
Evidence: 11. Source reference: Existing published CLIC inventory documentation
Evidence: 12. Origin: editor_verification
Evidence: 12. Target field: publications
Evidence: 12. Qualification: Partial iridium-production engineering reference using original corporate 2015–2019 pooled quantities and the supporting April 2021 GREET memo by Kathryn Kingsbury and Pahola Thathiana Benavides. GREET explicitly does not implement separate market-allocation inventories for iridium/ruthenium, while permitting mass-allocated PGM surrogates. This recipe is an independent economic extension, not a published GREET iridium table or measured single factory. Corporate report covers 2019/2020 differ from release years 2020/2021; current 2026 repository upload paths do not date the underlying measurements. Khumalo's signed 2020 report has a 2021 repository publication. The 2024 preprint and 2023 planning report are later source transfers. Source authors are not CLIC inventory compilers, and publication years do not replace the principal 2015–2019 company-data period.
Evidence: 12. Source location: provenance
Evidence: 12. Source reference: https://greet.anl.gov/files/pgm_2021
Evidence: 13. Origin: editor_verification
Evidence: 13. Target field: methodology_notes
Evidence: 13. Qualification: Per kg iridium, the engineering economic factor is mean achieved Ir price 924.4 USD/troy ounce divided by 0.0311034768 kg/troy ounce and by the published 5018995769 USD annual seven-product basket. Product mass cancels in this per-kg formula; that algebra does not establish causal refining costs or a complete coproduct basket. It is a pooled average-price/average-basket scenario rather than year-by-year allocation. Chrome and other outputs are outside the inherited basket. Original annual electricity/fossil TJ series are averaged; fossil shares 2.55/3.72/0.23 are normalized over 6.5 and diesel split 96.3/3.7 percent is inherited from GREET. Literal rounded GREET tables and ounce/ton denominators have documented inconsistencies; do not rescale this reconstruction without confirming author intent and boundary. Retained historical supplier factors convert purchased fuel energy to service references, including coal 1.249925 and gas 1.052631579 MJ fuel per reference MJ. Fuel supply and direct combustion are owned once by those services; adding a second fuel or furnace process is unsupported. ZA is a geographic proxy for a corporate pool including Zimbabwe and purchased/toll-treated material. Complete upstream mining for purchased concentrate, supplier technology/reference years and actual export binding remain unresolved.
Evidence: 13. Source location: energy
Evidence: 13. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Evidence: 14. Origin: editor_verification
Evidence: 14. Target field: methodology_notes
Evidence: 14. Qualification: Khumalo Table 3.2 gives North Concentrator pilot doses 273/46/130/306 g/t for SIBX/Senkol 3/Senfroth 516/Norilose 6064. The recipe applies their selected commercial-product interpretation only to North feed, inferred from the later 9.3/(9.3+4.2) Mtpa capacity ratio. Mean combined Mogalakwena feed is 13.091 million t/year; actual 2015–2019 North throughput is not measured by that 2023 planning ratio, and offsite Baobab treatment is documented. The 2024 preprint supports selected active fractions 95/40/100/60 percent but its SIBX text 95 percent conflicts with Table 1 93.5 percent. Both purity and commercial-versus-active dose basis remain scenarios. Sodium ethyl xanthate is a different alkyl-chain proxy for SIBX; a generic organophosphorus average is not actual dithiophosphate chemistry; short-chain polyether polyols are not a verified PPG 400 frother formulation; pure CMC excludes commercial carriers. Unmodelled commercial carrier/impurity mass and reagent environmental fate are not zero. No other-company ore recipe, waste treatment, dissolved release, toxicity equivalence or recovery credit is established by these manufacturing proxies.
Evidence: 14. Source location: flotation
Evidence: 14. Source reference: https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content
Evidence: 15. Origin: editor_verification
Evidence: 15. Target field: methodology_notes
Evidence: 15. Qualification: The 2020 ESG report printed 70 supplies previously missing 2019 SO2 at 21.97 kt; the existing foreground residual already uses the five-year 20.534 kt mean. Allocated target 121.592762938 kg/kg Ir less inherited direct utility SO2 11.381825897 gives current 110.210937042 kg. Subtract direct utility emissions once, not upstream supplier emissions; this assumes the corporate total includes utility combustion and uses historical provider evidence. Later 2019 total water withdrawal 25094 ML differs from 25894 ML in the 2019 report, but the separately used potable series 7642/6142/9433/12327/14408 ML is unchanged. Its allocated 59158.485383 kg less historical embedded softened water 165.078346 kg gives current 58993.407037 kg tap water. Boiler feed belonging to this potable budget remains an assumption; this is not complete withdrawal, return or net-consumption accounting. Corporate NOx has missing 2015 data and incompatible known-year/utility boundaries; do not turn missing values into zero or add a negative balancing emission. Published version 1.0.1 already contains 1 kg direct Ir-resource lower bound for 1 kg contained-metal output. It is not economically scaled extraction, observed purity, ore grade or 100 percent recovery. Historical 1.0.0 lacks that row; do not apply the resource addition again to the current version. Mining/refining losses, final-refinery chemicals, land and complete waste treatment remain unresolved.
Evidence: 15. Source location: water_resource
Evidence: 15. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Evidence: 16. Origin: editor_verification
Evidence: 16. Target field: publications
Evidence: 16. Qualification: Verify Argonne, University of the Witwatersrand, University of Johannesburg, Aalborg and Danish Topsoe identities against exact country/identifier records. Wits and UJ are distinct universities. The GREET byline's Systems Assessment Group/Energy Systems Division are Argonne units; its SULI training programme, DOE Office of Science and workforce-development office are related programme/agency roles, not duplicate institutions or verified grants for CLIC. Khumalo acknowledges Mogalakwena management funding and Anglo Research technical support; supervisor and technicians are not coauthors. Preserve historical Anglo American Platinum issuer, operating-client Rustenburg Platinum Mines and current Valterra repository-host roles without automatic legal merger. AECI/Senmin supplier branding, AvD consultant/preparer and mining-client roles are distinct. New 2026 main-paper department and supplementary DCEA are related Aalborg units. The article identifies Aalborg open-access support; generic Crossmark funding must not broaden that to verified inventory-research or CLIC funding. Keep CLIC authors, contributors, institutions, projects and funding arrays unchanged.
Evidence: 16. Source location: entities
Evidence: 16. Source reference: https://greet.anl.gov/files/pgm_2021
Evidence: 17. Origin: editor_verification
Evidence: 17. Target field: publications
Evidence: 17. Qualification: The later corporate report adds missing SO2 and changes total water withdrawal, while no new correction to the separately used potable series is established. This source update is reflected in the SO2 target; a formal erratum was not independently identified. Original preprint version 1 is posted 22 August 2024; fresh page state lists no version of record, associated publication or amendment, which does not prove a complete amendment history. The same authors' cassia-tora/locust-bean paper is a different study. Exact DOI Crossmark reports the 2026 Muñoz/Papadopoulou/Buhl/Weidema paper current, but complete supplementary history remains unproven. Its SI sections 3.8/4.8 reconstruct a refining-only consequential response using older refinery data and avoided residue disposal; Table SM 18 combines 0.624 ZA refining response and 0.376 reduced consumption per kg Ir. Those boundary, substitution and fuel assumptions do not correct or replace this attributional corporate-pool recipe. Current PEM stack 4856 buys 0.8 kg Ir, as in the pinned native caller, but has 3.9 declarations versus this 3.12 provider; actual migration/binding, loading, purity, stack life and recovery remain unverified. No extra lifetime multiplier, disposal credit or current amount correction is established. Static arithmetic agreement is not full inventory or scientific sign-off.
Evidence: 17. Source location: updates
Evidence: 17. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Publications: 1. Doi: Not set
Publications: 1. Url: https://greet.anl.gov/files/pgm_2021
Publications: 1. Title: Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021
Publications: 1. Scientific authors: 1. Name: Kathryn Kingsbury
Publications: 1. Scientific authors: 1. Orcid: Not set
Publications: 1. Scientific authors: 1. Affiliations: 1. Ror: https://ror.org/05gvnxz63
Publications: 1. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 1. Scientific authors: 1. Affiliations: 1. Name: Argonne National Laboratory
Publications: 1. Scientific authors: 2. Name: Pahola Thathiana Benavides
Publications: 1. Scientific authors: 2. Orcid: Not set
Publications: 1. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/05gvnxz63
Publications: 1. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 1. Scientific authors: 2. Affiliations: 1. Name: Argonne National Laboratory
Publications: 1. Citation: Kathryn Kingsbury; Pahola Thathiana Benavides (2021). Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021. https://greet.anl.gov/files/pgm_2021. April 2021 memo; supporting pooled PGM model, not a published economic iridium inventory.
Publications: 1. Relation: supporting_source
Publications: 1. Source type: technical_report
Publications: 1. Publication year: 2021
Publications: 2. Doi: Not set
Publications: 2. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf
Publications: 2. Title: Annual Results 2019
Publications: 2. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 2. Scientific authors: 1. Orcid: Not set
Publications: 2. Citation: Anglo American Platinum Limited (2020). Annual Results 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf
Publications: 2. Relation: supporting_source
Publications: 2. Source type: industry_documentation
Publications: 2. Publication year: 2020
Publications: 3. Doi: Not set
Publications: 3. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Publications: 3. Title: Environmental, social and governance report 2019
Publications: 3. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 3. Scientific authors: 1. Orcid: Not set
Publications: 3. Citation: Anglo American Platinum Limited (2020). Environmental, social and governance report 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Publications: 3. Relation: supporting_source
Publications: 3. Source type: industry_documentation
Publications: 3. Publication year: 2020
Publications: 4. Doi: Not set
Publications: 4. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Publications: 4. Title: Environmental, social and governance report 2020
Publications: 4. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 4. Scientific authors: 1. Orcid: Not set
Publications: 4. Citation: Anglo American Platinum Limited (2021). Environmental, social and governance report 2020. https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Publications: 4. Relation: supporting_source
Publications: 4. Source type: industry_documentation
Publications: 4. Publication year: 2021
Publications: 5. Doi: Not set
Publications: 5. Url: https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content
Publications: 5. Title: The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore
Publications: 5. Scientific authors: 1. Name: Mgciniwethu Khumalo
Publications: 5. Scientific authors: 1. Orcid: Not set
Publications: 5. Scientific authors: 1. Affiliations: 1. Ror: https://ror.org/03rp50x72
Publications: 5. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 5. Scientific authors: 1. Affiliations: 1. Name: University of the Witwatersrand
Publications: 5. Citation: Mgciniwethu Khumalo (2021). The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore. https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content. Repository publication 2021; original signed declaration 01/11/20. North Concentrator pilot analogue.
Publications: 5. Relation: supporting_source
Publications: 5. Source type: technical_report
Publications: 5. Publication year: 2021
Publications: 6. Doi: 10.21203/rs.3.rs-4799524/v1
Publications: 6. Url: https://doi.org/10.21203/rs.3.rs-4799524/v1
Publications: 6. Title: Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1)
Publications: 6. Scientific authors: 1. Name: Walter Amos Ngobeni
Publications: 6. Scientific authors: 1. Orcid: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Name: AECI Mining Chemicals
Publications: 6. Scientific authors: 2. Name: Antoine F. Mulaba-Bafubiandi
Publications: 6. Scientific authors: 2. Orcid: Not set
Publications: 6. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/04z6c2n17
Publications: 6. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 6. Scientific authors: 2. Affiliations: 1. Name: University of Johannesburg
Publications: 6. Citation: Walter Amos Ngobeni; Antoine F. Mulaba-Bafubiandi (2024). Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1). https://doi.org/10.21203/rs.3.rs-4799524/v1
Publications: 6. Relation: supporting_source
Publications: 6. Source type: unpublished_research
Publications: 6. Publication year: 2024
Publications: 7. Doi: Not set
Publications: 7. Url: https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf
Publications: 7. Title: Mogalakwena Complex: Draft Scoping Report, February 2023
Publications: 7. Scientific authors: 1. Name: Réata Colyn
Publications: 7. Scientific authors: 1. Orcid: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 2. Name: Kirthi Peramaul
Publications: 7. Scientific authors: 2. Orcid: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 3. Name: Tyla Smith
Publications: 7. Scientific authors: 3. Orcid: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 4. Name: Lenaldi Görgens
Publications: 7. Scientific authors: 4. Orcid: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 5. Name: Alta van Dyk
Publications: 7. Scientific authors: 5. Orcid: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Citation: Réata Colyn; Kirthi Peramaul; Tyla Smith; Lenaldi Görgens; Alta van Dyk (2023). Mogalakwena Complex: Draft Scoping Report, February 2023. https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf
Publications: 7. Relation: supporting_source
Publications: 7. Source type: technical_report
Publications: 7. Publication year: 2023
Publications: 8. Doi: 10.1007/s11367-026-02665-6
Publications: 8. Url: https://doi.org/10.1007/s11367-026-02665-6
Publications: 8. Title: Joint production with multiple determining products: the case of platinum-group metals
Publications: 8. Scientific authors: 1. Name: Ivan Muñoz
Publications: 8. Scientific authors: 1. Orcid: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Name: 2.-0 LCA consultants
Publications: 8. Scientific authors: 2. Name: Anastasia Papadopoulou
Publications: 8. Scientific authors: 2. Orcid: Not set
Publications: 8. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/03c6k9p96
Publications: 8. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 2. Affiliations: 1. Name: Haldor Topsoe (Denmark)
Publications: 8. Scientific authors: 3. Name: Edith Buhl
Publications: 8. Scientific authors: 3. Orcid: Not set
Publications: 8. Scientific authors: 3. Affiliations: 1. Ror: https://ror.org/03c6k9p96
Publications: 8. Scientific authors: 3. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 3. Affiliations: 1. Name: Haldor Topsoe (Denmark)
Publications: 8. Scientific authors: 4. Name: Bo P. Weidema
Publications: 8. Scientific authors: 4. Orcid: 0000-0003-1863-6528
Publications: 8. Scientific authors: 4. Affiliations: 1. Ror: https://ror.org/04m5j1k67
Publications: 8. Scientific authors: 4. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 4. Affiliations: 1. Name: Aalborg University
Publications: 8. Citation: Ivan Muñoz; Anastasia Papadopoulou; Edith Buhl; Bo P. Weidema (2026). Joint production with multiple determining products: the case of platinum-group metals. https://doi.org/10.1007/s11367-026-02665-6. Later consequential method comparison, not a source of current inventory coefficients or an erratum to GREET.
Publications: 8. Relation: supporting_source
Publications: 8. Source type: scientific_journal
Publications: 8. Publication year: 2026
Publications: 9. Doi: Not set
Publications: 9. Url: https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx
Publications: 9. Title: premise static economic-iridium engineering compiler
Publications: 9. Citation: (2026). premise static economic-iridium engineering compiler. https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx
Publications: 9. Relation: supporting_source
Publications: 9. Source type: data_repository
Publications: 9. Publication year: 2026
Evidence: 1. Origin: source_import
Evidence: 1. Target field: data_origins
Evidence: 1. Qualification: Tags describe documented input origins of this exact supplied version. Literature does not assert direct measurements; engineering and proxy tags describe stated assumptions, not validated industrial performance.
Evidence: 1. Source location: source
Evidence: 1. Source reference: Existing published CLIC inventory documentation
Evidence: 2. Origin: source_import
Evidence: 2. Target field: data_origins
Evidence: 2. Qualification: Tags describe documented input origins of this exact supplied version. Literature does not assert direct measurements; engineering and proxy tags describe stated assumptions, not validated industrial performance.
Evidence: 2. Source location: description
Evidence: 2. Source reference: Existing published CLIC inventory documentation
Evidence: 3. Origin: source_import
Evidence: 3. Target field: included_life_cycle_stages
Evidence: 3. Qualification: Minimum explicitly named stage(s); no assertion that all upstream/downstream stages of the cited study are present. Manufacturing rejects alone do not create an end-of-life stage.
Evidence: 3. Source location: name
Evidence: 3. Source reference: Existing published CLIC inventory documentation
Evidence: 4. Origin: source_import
Evidence: 4. Target field: use_limitations
Evidence: 4. Qualification: Copied version-specific scientific qualification; it remains applicable to this exact reconstruction and is not a claim about the source paper.
Evidence: 4. Source location: description
Evidence: 4. Source reference: Existing published CLIC inventory documentation
Evidence: 5. Origin: source_import
Evidence: 5. Target field: data_period_start_year
Evidence: 5. Qualification: Period of principal company quantities only; flotation, capacity and reagent assumptions use later sources documented separately. No representative inventory year is inferred.
Evidence: 5. Source location: description
Evidence: 5. Source reference: Existing published CLIC inventory documentation
Evidence: 6. Origin: source_import
Evidence: 6. Target field: data_period_end_year
Evidence: 6. Qualification: Period of principal company quantities only; not the full range of all supporting publications.
Evidence: 6. Source location: description
Evidence: 6. Source reference: Existing published CLIC inventory documentation
Evidence: 7. Origin: source_import
Evidence: 7. Target field: represents_allocated_product
Evidence: 7. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 7. Source location: description
Evidence: 7. Source reference: Existing published CLIC inventory documentation
Evidence: 8. Origin: source_import
Evidence: 8. Target field: multifunctionality_applicable
Evidence: 8. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 8. Source location: description
Evidence: 8. Source reference: Existing published CLIC inventory documentation
Evidence: 9. Origin: source_import
Evidence: 9. Target field: multifunctionality_methods
Evidence: 9. Qualification: Allocation of the pooled seven-product corporate operating budget; minimum iridium resource content in 8846 is direct attribution, separately qualified, not the same economic allocation.
Evidence: 9. Source location: description
Evidence: 9. Source reference: Existing published CLIC inventory documentation
Evidence: 10. Origin: source_import
Evidence: 10. Target field: process_type
Evidence: 10. Qualification: Aggregated corporate-pool mining/refining engineering proxy, not a single measured operation.
Evidence: 10. Source location: inventory_snapshot/model
Evidence: 10. Source reference: Existing published CLIC inventory documentation
Evidence: 11. Origin: source_import
Evidence: 11. Target field: system_boundary
Evidence: 11. Qualification: Explicit declaration in this supplied inventory.
Evidence: 11. Source location: description
Evidence: 11. Source reference: Existing published CLIC inventory documentation
Evidence: 12. Origin: editor_verification
Evidence: 12. Target field: publications
Evidence: 12. Qualification: Partial iridium-production engineering reference using original corporate 2015–2019 pooled quantities and the supporting April 2021 GREET memo by Kathryn Kingsbury and Pahola Thathiana Benavides. GREET explicitly does not implement separate market-allocation inventories for iridium/ruthenium, while permitting mass-allocated PGM surrogates. This recipe is an independent economic extension, not a published GREET iridium table or measured single factory. Corporate report covers 2019/2020 differ from release years 2020/2021; current 2026 repository upload paths do not date the underlying measurements. Khumalo's signed 2020 report has a 2021 repository publication. The 2024 preprint and 2023 planning report are later source transfers. Source authors are not CLIC inventory compilers, and publication years do not replace the principal 2015–2019 company-data period.
Evidence: 12. Source location: provenance
Evidence: 12. Source reference: https://greet.anl.gov/files/pgm_2021
Evidence: 13. Origin: editor_verification
Evidence: 13. Target field: methodology_notes
Evidence: 13. Qualification: Per kg iridium, the engineering economic factor is mean achieved Ir price 924.4 USD/troy ounce divided by 0.0311034768 kg/troy ounce and by the published 5018995769 USD annual seven-product basket. Product mass cancels in this per-kg formula; that algebra does not establish causal refining costs or a complete coproduct basket. It is a pooled average-price/average-basket scenario rather than year-by-year allocation. Chrome and other outputs are outside the inherited basket. Original annual electricity/fossil TJ series are averaged; fossil shares 2.55/3.72/0.23 are normalized over 6.5 and diesel split 96.3/3.7 percent is inherited from GREET. Literal rounded GREET tables and ounce/ton denominators have documented inconsistencies; do not rescale this reconstruction without confirming author intent and boundary. Retained historical supplier factors convert purchased fuel energy to service references, including coal 1.249925 and gas 1.052631579 MJ fuel per reference MJ. Fuel supply and direct combustion are owned once by those services; adding a second fuel or furnace process is unsupported. ZA is a geographic proxy for a corporate pool including Zimbabwe and purchased/toll-treated material. Complete upstream mining for purchased concentrate, supplier technology/reference years and actual export binding remain unresolved.
Evidence: 13. Source location: energy
Evidence: 13. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Evidence: 14. Origin: editor_verification
Evidence: 14. Target field: methodology_notes
Evidence: 14. Qualification: Khumalo Table 3.2 gives North Concentrator pilot doses 273/46/130/306 g/t for SIBX/Senkol 3/Senfroth 516/Norilose 6064. The recipe applies their selected commercial-product interpretation only to North feed, inferred from the later 9.3/(9.3+4.2) Mtpa capacity ratio. Mean combined Mogalakwena feed is 13.091 million t/year; actual 2015–2019 North throughput is not measured by that 2023 planning ratio, and offsite Baobab treatment is documented. The 2024 preprint supports selected active fractions 95/40/100/60 percent but its SIBX text 95 percent conflicts with Table 1 93.5 percent. Both purity and commercial-versus-active dose basis remain scenarios. Sodium ethyl xanthate is a different alkyl-chain proxy for SIBX; a generic organophosphorus average is not actual dithiophosphate chemistry; short-chain polyether polyols are not a verified PPG 400 frother formulation; pure CMC excludes commercial carriers. Unmodelled commercial carrier/impurity mass and reagent environmental fate are not zero. No other-company ore recipe, waste treatment, dissolved release, toxicity equivalence or recovery credit is established by these manufacturing proxies.
Evidence: 14. Source location: flotation
Evidence: 14. Source reference: https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content
Evidence: 15. Origin: editor_verification
Evidence: 15. Target field: methodology_notes
Evidence: 15. Qualification: The 2020 ESG report printed 70 supplies previously missing 2019 SO2 at 21.97 kt; the existing foreground residual already uses the five-year 20.534 kt mean. Allocated target 121.592762938 kg/kg Ir less inherited direct utility SO2 11.381825897 gives current 110.210937042 kg. Subtract direct utility emissions once, not upstream supplier emissions; this assumes the corporate total includes utility combustion and uses historical provider evidence. Later 2019 total water withdrawal 25094 ML differs from 25894 ML in the 2019 report, but the separately used potable series 7642/6142/9433/12327/14408 ML is unchanged. Its allocated 59158.485383 kg less historical embedded softened water 165.078346 kg gives current 58993.407037 kg tap water. Boiler feed belonging to this potable budget remains an assumption; this is not complete withdrawal, return or net-consumption accounting. Corporate NOx has missing 2015 data and incompatible known-year/utility boundaries; do not turn missing values into zero or add a negative balancing emission. Published version 1.0.1 already contains 1 kg direct Ir-resource lower bound for 1 kg contained-metal output. It is not economically scaled extraction, observed purity, ore grade or 100 percent recovery. Historical 1.0.0 lacks that row; do not apply the resource addition again to the current version. Mining/refining losses, final-refinery chemicals, land and complete waste treatment remain unresolved.
Evidence: 15. Source location: water_resource
Evidence: 15. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Evidence: 16. Origin: editor_verification
Evidence: 16. Target field: publications
Evidence: 16. Qualification: Verify Argonne, University of the Witwatersrand, University of Johannesburg, Aalborg and Danish Topsoe identities against exact country/identifier records. Wits and UJ are distinct universities. The GREET byline's Systems Assessment Group/Energy Systems Division are Argonne units; its SULI training programme, DOE Office of Science and workforce-development office are related programme/agency roles, not duplicate institutions or verified grants for CLIC. Khumalo acknowledges Mogalakwena management funding and Anglo Research technical support; supervisor and technicians are not coauthors. Preserve historical Anglo American Platinum issuer, operating-client Rustenburg Platinum Mines and current Valterra repository-host roles without automatic legal merger. AECI/Senmin supplier branding, AvD consultant/preparer and mining-client roles are distinct. New 2026 main-paper department and supplementary DCEA are related Aalborg units. The article identifies Aalborg open-access support; generic Crossmark funding must not broaden that to verified inventory-research or CLIC funding. Keep CLIC authors, contributors, institutions, projects and funding arrays unchanged.
Evidence: 16. Source location: entities
Evidence: 16. Source reference: https://greet.anl.gov/files/pgm_2021
Evidence: 17. Origin: editor_verification
Evidence: 17. Target field: publications
Evidence: 17. Qualification: The later corporate report adds missing SO2 and changes total water withdrawal, while no new correction to the separately used potable series is established. This source update is reflected in the SO2 target; a formal erratum was not independently identified. Original preprint version 1 is posted 22 August 2024; fresh page state lists no version of record, associated publication or amendment, which does not prove a complete amendment history. The same authors' cassia-tora/locust-bean paper is a different study. Exact DOI Crossmark reports the 2026 Muñoz/Papadopoulou/Buhl/Weidema paper current, but complete supplementary history remains unproven. Its SI sections 3.8/4.8 reconstruct a refining-only consequential response using older refinery data and avoided residue disposal; Table SM 18 combines 0.624 ZA refining response and 0.376 reduced consumption per kg Ir. Those boundary, substitution and fuel assumptions do not correct or replace this attributional corporate-pool recipe. Current PEM stack 4856 buys 0.8 kg Ir, as in the pinned native caller, but has 3.9 declarations versus this 3.12 provider; actual migration/binding, loading, purity, stack life and recovery remain unverified. No extra lifetime multiplier, disposal credit or current amount correction is established. Static arithmetic agreement is not full inventory or scientific sign-off.
Evidence: 17. Source location: updates
Evidence: 17. Source reference: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Evidence: 18. Origin: editor_verification
Evidence: 18. Target field: technology_description
Evidence: 18. Qualification: Technical-characterisation review TC-3654. Design capacity: Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 18. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 18. Source reference: https://zenodo.org/records/23935622
Evidence: 19. Origin: editor_verification
Evidence: 19. Target field: technology_description
Evidence: 19. Qualification: Technical-characterisation review TC-3654. Design capacity unit: Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 19. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 19. Source reference: https://zenodo.org/records/23935622
Evidence: 20. Origin: editor_verification
Evidence: 20. Target field: technology_description
Evidence: 20. Qualification: Technical-characterisation review TC-3654. Capacity factor (%): Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 20. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 20. Source reference: https://zenodo.org/records/23935622
Evidence: 21. Origin: editor_verification
Evidence: 21. Target field: technology_description
Evidence: 21. Qualification: Technical-characterisation review TC-3654. Annual production volume: Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 21. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 21. Source reference: https://zenodo.org/records/23935622
Evidence: 22. Origin: editor_verification
Evidence: 22. Target field: technology_description
Evidence: 22. Qualification: Technical-characterisation review TC-3654. Annual production volume unit: Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 22. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 22. Source reference: https://zenodo.org/records/23935622
Evidence: 23. Origin: editor_verification
Evidence: 23. Target field: technology_description
Evidence: 23. Qualification: Technical-characterisation review TC-3654. Annual production volume year: Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 23. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 23. Source reference: https://zenodo.org/records/23935622
Evidence: 24. Origin: editor_verification
Evidence: 24. Target field: technology_description
Evidence: 24. Qualification: Technical-characterisation review TC-3654. Plant or represented-asset lifetime (years): Unspecified. Basis: Own one-kg economically allocated metal supply is a pooled reference rather than a configured iridium plant. Corporate annual inputs and combined ore feed, later concentrator planning capacities, prices and reagent activity do not establish own iridium output capacity, annual production, capacity factor or calendar lifetime. Retain all own numeric fields unspecified. Reagent/metal recovery, assay, retention, abatement and specific utility inputs are not capacity factor. Source trial size, corporate feed/plan totals, per-area allocation and vessel lifetime throughput do not identify own configured capacity, annual production or calendar equipment life. Do not infer operating year from publication or compiler date. Evidence classification: source parameter and exact reference scope review. Confidence: high for scoped source model values and explicit gaps. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 24. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 24. Source reference: https://zenodo.org/records/23935622
Evidence: 25. Origin: editor_verification
Evidence: 25. Target field: technology_description
Evidence: 25. Qualification: Technical-characterisation review TC-3654. Commercial maturity stage: Unspecified. Basis: Leave exact commercial maturity and numerical TRL unspecified. Ideal chemistry, experimental assays, source industrial ancestry or conventional constituents alone do not establish deployment of this complete mixed engineering recipe or a source-assigned exact readiness level. Evidence classification: source scope and explicit curator assessment. Confidence: medium curator judgement. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 25. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 25. Source reference: https://zenodo.org/records/23935622
Evidence: 26. Origin: editor_verification
Evidence: 26. Target field: technology_description
Evidence: 26. Qualification: Technical-characterisation review TC-3654. Technology readiness level: Unspecified. Basis: Leave exact commercial maturity and numerical TRL unspecified. Ideal chemistry, experimental assays, source industrial ancestry or conventional constituents alone do not establish deployment of this complete mixed engineering recipe or a source-assigned exact readiness level. Evidence classification: source scope and explicit curator assessment. Confidence: medium curator judgement. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 26. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 26. Source reference: https://zenodo.org/records/23935622
Evidence: 27. Origin: editor_verification
Evidence: 27. Target field: technology_description
Evidence: 27. Qualification: Technical-characterisation review TC-3654. Technological representativeness: 5. Basis: Curator technology/geography/time 5/4/4 for idealized, reconstructed or transferred process scope and supplier/observation limitations. Preserve worse prior ratings. Mixed source dates, specimen tests and reports do not establish a measured whole-inventory period; corporate-pool geography is not a single South-African installation. Evidence classification: source scope and explicit curator assessment. Confidence: medium curator judgement. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 27. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 27. Source reference: https://zenodo.org/records/23935622
Evidence: 28. Origin: editor_verification
Evidence: 28. Target field: technology_description
Evidence: 28. Qualification: Technical-characterisation review TC-3654. Geographical representativeness: 4. Basis: Curator technology/geography/time 5/4/4 for idealized, reconstructed or transferred process scope and supplier/observation limitations. Preserve worse prior ratings. Mixed source dates, specimen tests and reports do not establish a measured whole-inventory period; corporate-pool geography is not a single South-African installation. Evidence classification: source scope and explicit curator assessment. Confidence: medium curator judgement. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 28. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 28. Source reference: https://zenodo.org/records/23935622
Evidence: 29. Origin: editor_verification
Evidence: 29. Target field: technology_description
Evidence: 29. Qualification: Technical-characterisation review TC-3654. Temporal representativeness: 4. Basis: Curator technology/geography/time 5/4/4 for idealized, reconstructed or transferred process scope and supplier/observation limitations. Preserve worse prior ratings. Mixed source dates, specimen tests and reports do not establish a measured whole-inventory period; corporate-pool geography is not a single South-African installation. Evidence classification: source scope and explicit curator assessment. Confidence: medium curator judgement. A retained model value is not a measured observation or industrial certification. Source-specific assumptions and detailed technical parameters accompany this plan.
Evidence: 29. Source location: Guarded current inventory and original-source/assay/trial context in prior editorial and technical review
Evidence: 29. Source reference: https://zenodo.org/records/23935622
Publications: 1. Doi: Not set
Publications: 1. Url: https://greet.anl.gov/files/pgm_2021
Publications: 1. Title: Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021
Publications: 1. Scientific authors: 1. Name: Kathryn Kingsbury
Publications: 1. Scientific authors: 1. Orcid: Not set
Publications: 1. Scientific authors: 1. Affiliations: 1. Ror: https://ror.org/05gvnxz63
Publications: 1. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 1. Scientific authors: 1. Affiliations: 1. Name: Argonne National Laboratory
Publications: 1. Scientific authors: 2. Name: Pahola Thathiana Benavides
Publications: 1. Scientific authors: 2. Orcid: Not set
Publications: 1. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/05gvnxz63
Publications: 1. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 1. Scientific authors: 2. Affiliations: 1. Name: Argonne National Laboratory
Publications: 1. Citation: Kathryn Kingsbury; Pahola Thathiana Benavides (2021). Update of Platinum Production and Addition of Platinum-Group Metals (PGMs) to GREET 2021. https://greet.anl.gov/files/pgm_2021
Publications: 1. Relation: supporting_source
Publications: 1. Source type: technical_report
Publications: 1. Publication year: 2021
Publications: 2. Doi: Not set
Publications: 2. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf
Publications: 2. Title: Annual Results 2019
Publications: 2. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 2. Scientific authors: 1. Orcid: Not set
Publications: 2. Citation: Anglo American Platinum Limited (2020). Annual Results 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/annual-results-booklet-2019.pdf
Publications: 2. Relation: supporting_source
Publications: 2. Source type: industry_documentation
Publications: 2. Publication year: 2020
Publications: 3. Doi: Not set
Publications: 3. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Publications: 3. Title: Environmental, social and governance report 2019
Publications: 3. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 3. Scientific authors: 1. Orcid: Not set
Publications: 3. Citation: Anglo American Platinum Limited (2020). Environmental, social and governance report 2019. https://www.valterraplatinum.com/wp-content/uploads/2026/05/environmental-social-and-governance-report-2019.pdf
Publications: 3. Relation: supporting_source
Publications: 3. Source type: industry_documentation
Publications: 3. Publication year: 2020
Publications: 4. Doi: Not set
Publications: 4. Url: https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Publications: 4. Title: Environmental, social and governance report 2020
Publications: 4. Scientific authors: 1. Name: Anglo American Platinum Limited
Publications: 4. Scientific authors: 1. Orcid: Not set
Publications: 4. Citation: Anglo American Platinum Limited (2021). Environmental, social and governance report 2020. https://www.valterraplatinum.com/wp-content/uploads/2026/05/aap-esg-report-2020.pdf
Publications: 4. Relation: supporting_source
Publications: 4. Source type: industry_documentation
Publications: 4. Publication year: 2021
Publications: 5. Doi: Not set
Publications: 5. Url: https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content
Publications: 5. Title: The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore
Publications: 5. Scientific authors: 1. Name: Mgciniwethu Khumalo
Publications: 5. Scientific authors: 1. Orcid: Not set
Publications: 5. Scientific authors: 1. Affiliations: 1. Ror: https://ror.org/03rp50x72
Publications: 5. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 5. Scientific authors: 1. Affiliations: 1. Name: University of the Witwatersrand
Publications: 5. Citation: Mgciniwethu Khumalo (2021). The optimal milling and mainstream flotation circuit configuration for Mogalakwena Platreef ore. https://wiredspace.wits.ac.za/server/api/core/bitstreams/20fec466-23b6-4fb5-8c0d-f494ae3351fc/content
Publications: 5. Relation: supporting_source
Publications: 5. Source type: technical_report
Publications: 5. Publication year: 2021
Publications: 6. Doi: 10.21203/rs.3.rs-4799524/v1
Publications: 6. Url: https://doi.org/10.21203/rs.3.rs-4799524/v1
Publications: 6. Title: Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1)
Publications: 6. Scientific authors: 1. Name: Walter Amos Ngobeni
Publications: 6. Scientific authors: 1. Orcid: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 6. Scientific authors: 1. Affiliations: 1. Name: AECI Mining Chemicals
Publications: 6. Scientific authors: 2. Name: Antoine F. Mulaba-Bafubiandi
Publications: 6. Scientific authors: 2. Orcid: Not set
Publications: 6. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/04z6c2n17
Publications: 6. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 6. Scientific authors: 2. Affiliations: 1. Name: University of Johannesburg
Publications: 6. Citation: Walter Amos Ngobeni; Antoine F. Mulaba-Bafubiandi (2024). Alkaline gelatinised locust bean gum: alternative depressant for pyroxene and talc in Platreef ore (preprint, v1). https://doi.org/10.21203/rs.3.rs-4799524/v1
Publications: 6. Relation: supporting_source
Publications: 6. Source type: unpublished_research
Publications: 6. Publication year: 2024
Publications: 7. Doi: Not set
Publications: 7. Url: https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf
Publications: 7. Title: Mogalakwena Complex: Draft Scoping Report, February 2023
Publications: 7. Scientific authors: 1. Name: Réata Colyn
Publications: 7. Scientific authors: 1. Orcid: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 1. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 2. Name: Kirthi Peramaul
Publications: 7. Scientific authors: 2. Orcid: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 2. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 3. Name: Tyla Smith
Publications: 7. Scientific authors: 3. Orcid: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 3. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 4. Name: Lenaldi Görgens
Publications: 7. Scientific authors: 4. Orcid: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 4. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Scientific authors: 5. Name: Alta van Dyk
Publications: 7. Scientific authors: 5. Orcid: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Ror: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Url: Not set
Publications: 7. Scientific authors: 5. Affiliations: 1. Name: Alta van Dyk Environmental Consultants cc
Publications: 7. Citation: Réata Colyn; Kirthi Peramaul; Tyla Smith; Lenaldi Görgens; Alta van Dyk (2023). Mogalakwena Complex: Draft Scoping Report, February 2023. https://www.altavandykenvironmental.co.za/wp-content/uploads/MM-Draft-Scoping-Report.pdf
Publications: 7. Relation: supporting_source
Publications: 7. Source type: technical_report
Publications: 7. Publication year: 2023
Publications: 8. Doi: 10.1007/s11367-026-02665-6
Publications: 8. Url: https://doi.org/10.1007/s11367-026-02665-6
Publications: 8. Title: Joint production with multiple determining products: the case of platinum-group metals
Publications: 8. Scientific authors: 1. Name: Ivan Muñoz
Publications: 8. Scientific authors: 1. Orcid: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Ror: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 1. Affiliations: 1. Name: 2.-0 LCA consultants
Publications: 8. Scientific authors: 2. Name: Anastasia Papadopoulou
Publications: 8. Scientific authors: 2. Orcid: Not set
Publications: 8. Scientific authors: 2. Affiliations: 1. Ror: https://ror.org/03c6k9p96
Publications: 8. Scientific authors: 2. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 2. Affiliations: 1. Name: Haldor Topsoe (Denmark)
Publications: 8. Scientific authors: 3. Name: Edith Buhl
Publications: 8. Scientific authors: 3. Orcid: Not set
Publications: 8. Scientific authors: 3. Affiliations: 1. Ror: https://ror.org/03c6k9p96
Publications: 8. Scientific authors: 3. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 3. Affiliations: 1. Name: Haldor Topsoe (Denmark)
Publications: 8. Scientific authors: 4. Name: Bo P. Weidema
Publications: 8. Scientific authors: 4. Orcid: 0000-0003-1863-6528
Publications: 8. Scientific authors: 4. Affiliations: 1. Ror: https://ror.org/04m5j1k67
Publications: 8. Scientific authors: 4. Affiliations: 1. Url: Not set
Publications: 8. Scientific authors: 4. Affiliations: 1. Name: Aalborg University
Publications: 8. Citation: Ivan Muñoz; Anastasia Papadopoulou; Edith Buhl; Bo P. Weidema (2026). Joint production with multiple determining products: the case of platinum-group metals. https://doi.org/10.1007/s11367-026-02665-6
Publications: 8. Relation: supporting_source
Publications: 8. Source type: scientific_journal
Publications: 8. Publication year: 2026
Publications: 9. Doi: Not set
Publications: 9. Url: https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx
Publications: 9. Title: premise static economic-iridium engineering compiler
Publications: 9. Citation: premise static economic-iridium engineering compiler (2026). https://github.com/polca/premise/blob/850286212ca71e44ebbc0c90909640a5c5db62ae/premise/data/additional_inventories/lci-iridium-economic-proxy.xlsx
Publications: 9. Relation: supporting_source
Publications: 9. Source type: data_repository
Publications: 9. Publication year: 2026
Version metadata System boundary Per kg iridium, the engineering economic factor is mean achieved Ir price 924.4 USD/troy ounce divided by 0.0311034768 kg/troy ounce and by the published 5018995769 USD annual seven-product basket. Product mass cancels in this per-kg formula; that algebra does not establish causal refining costs or a complete coproduct basket. It is a pooled average-price/average-basket scenario rather than year-by-year allocation. Chrome and other outputs are outside the inherited basket. Original annual electricity/fossil TJ series are averaged; fossil shares 2.55/3.72/0.23 are normalized over 6.5 and diesel split 96.3/3.7 percent is inherited from GREET. Literal rounded GREET tables and ounce/ton denominators have documented inconsistencies; do not rescale this reconstruction without confirming author intent and boundary. Retained historical supplier factors convert purchased fuel energy to service references, including coal 1.249925 and gas 1.052631579 MJ fuel per reference MJ. Fuel supply and direct combustion are owned once by those services; adding a second fuel or furnace process is unsupported. ZA is a geographic proxy for a corporate pool including Zimbabwe and purchased/toll-treated material. Complete upstream mining for purchased concentrate, supplier technology/reference years and actual export binding remain unresolved.

Khumalo Table 3.2 gives North Concentrator pilot doses 273/46/130/306 g/t for SIBX/Senkol 3/Senfroth 516/Norilose 6064. The recipe applies their selected commercial-product interpretation only to North feed, inferred from the later 9.3/(9.3+4.2) Mtpa capacity ratio. Mean combined Mogalakwena feed is 13.091 million t/year; actual 2015–2019 North throughput is not measured by that 2023 planning ratio, and offsite Baobab treatment is documented. The 2024 preprint supports selected active fractions 95/40/100/60 percent but its SIBX text 95 percent conflicts with Table 1 93.5 percent. Both purity and commercial-versus-active dose basis remain scenarios. Sodium ethyl xanthate is a different alkyl-chain proxy for SIBX; a generic organophosphorus average is not actual dithiophosphate chemistry; short-chain polyether polyols are not a verified PPG 400 frother formulation; pure CMC excludes commercial carriers. Unmodelled commercial carrier/impurity mass and reagent environmental fate are not zero. No other-company ore recipe, waste treatment, dissolved release, toxicity equivalence or recovery credit is established by these manufacturing proxies.

The 2020 ESG report printed 70 supplies previously missing 2019 SO2 at 21.97 kt; the existing foreground residual already uses the five-year 20.534 kt mean. Allocated target 121.592762938 kg/kg Ir less inherited direct utility SO2 11.381825897 gives current 110.210937042 kg. Subtract direct utility emissions once, not upstream supplier emissions; this assumes the corporate total includes utility combustion and uses historical provider evidence. Later 2019 total water withdrawal 25094 ML differs from 25894 ML in the 2019 report, but the separately used potable series 7642/6142/9433/12327/14408 ML is unchanged. Its allocated 59158.485383 kg less historical embedded softened water 165.078346 kg gives current 58993.407037 kg tap water. Boiler feed belonging to this potable budget remains an assumption; this is not complete withdrawal, return or net-consumption accounting. Corporate NOx has missing 2015 data and incompatible known-year/utility boundaries; do not turn missing values into zero or add a negative balancing emission. Published version 1.0.1 already contains 1 kg direct Ir-resource lower bound for 1 kg contained-metal output. It is not economically scaled extraction, observed purity, ore grade or 100 percent recovery. Historical 1.0.0 lacks that row; do not apply the resource addition again to the current version. Mining/refining losses, final-refinery chemicals, land and complete waste treatment remain unresolved.
An economically allocated share of pooled corporate operating electricity/fuel services, selected North-Concentrator reagent manufacture, direct SO₂ residual and potable-water supply per kg iridium. A separate contained-metal resource lower bound is included. Complete purchased-concentrate mining, final-refinery chemicals, land occupation, waste treatment, water returns and reagent fate are not established.
Version metadata Technological representativeness Not set 5
Version metadata Technology description Partial engineering inventory for 1 kg iridium at the producer gate, economically allocating 2015–2019 corporate PGM operating quantities using a mean achieved Ir price and published seven-product basket. Includes delivered electricity/fuel services, a corporate SO2 residual, four North-Concentrator flotation-manufacturing proxies and additional potable water. Pilot doses, later capacity share and reagent active fractions remain qualified transfers; final-refinery chemistry and full mining/emission/waste/water coverage are incomplete. This historical version lacks the later contained-Ir resource row; absence is not zero geological extraction. The recipe extends the supporting GREET pooled PGM model to an independent economic-iridium scenario. Annual company quantities are averaged, then allocated using the mean achieved iridium price and a published seven-product basket. Pilot flotation doses, later North/South concentrator capacities and later reagent formulations are transferred as engineering assumptions. The South African location represents a corporate pool that also includes Zimbabwe and purchased or toll-treated material.
Version metadata Temporal representativeness Not set 4
Version metadata Limitations on use Per kg iridium, the engineering economic factor is mean achieved Ir price 924.4 USD/troy ounce divided by 0.0311034768 kg/troy ounce and by the published 5018995769 USD annual seven-product basket. Product mass cancels in this per-kg formula; that algebra does not establish causal refining costs or a complete coproduct basket. It is a pooled average-price/average-basket scenario rather than year-by-year allocation. Chrome and other outputs are outside the inherited basket. Original annual electricity/fossil TJ series are averaged; fossil shares 2.55/3.72/0.23 are normalized over 6.5 and diesel split 96.3/3.7 percent is inherited from GREET. Literal rounded GREET tables and ounce/ton denominators have documented inconsistencies; do not rescale this reconstruction without confirming author intent and boundary. Retained historical supplier factors convert purchased fuel energy to service references, including coal 1.249925 and gas 1.052631579 MJ fuel per reference MJ. Fuel supply and direct combustion are owned once by those services; adding a second fuel or furnace process is unsupported. ZA is a geographic proxy for a corporate pool including Zimbabwe and purchased/toll-treated material. Complete upstream mining for purchased concentrate, supplier technology/reference years and actual export binding remain unresolved.

The later corporate report adds missing SO2 and changes total water withdrawal, while no new correction to the separately used potable series is established. This source update is reflected in the SO2 target; a formal erratum was not independently identified. Original preprint version 1 is posted 22 August 2024; fresh page state lists no version of record, associated publication or amendment, which does not prove a complete amendment history. The same authors' cassia-tora/locust-bean paper is a different study. Exact DOI Crossmark reports the 2026 Muñoz/Papadopoulou/Buhl/Weidema paper current, but complete supplementary history remains unproven. Its SI sections 3.8/4.8 reconstruct a refining-only consequential response using older refinery data and avoided residue disposal; Table SM 18 combines 0.624 ZA refining response and 0.376 reduced consumption per kg Ir. Those boundary, substitution and fuel assumptions do not correct or replace this attributional corporate-pool recipe. Current PEM stack 4856 buys 0.8 kg Ir, as in the pinned native caller, but has 3.9 declarations versus this 3.12 provider; actual migration/binding, loading, purity, stack life and recovery remain unverified. No extra lifetime multiplier, disposal credit or current amount correction is established. Static arithmetic agreement is not full inventory or scientific sign-off.
Company means, pilot doses, planning capacities, formulation purities and supplier contracts come from different years and scales. They do not establish iridium-specific process measurements, current prices, causal refining response, complete coproduct coverage or chemical/toxicity equivalence. Source rounding, carrier ownership, recovery losses and complete mining/refining inventories remain uncertain. The later company report is a source update; no formal applicable erratum was independently identified in the earlier review. Archived preprint and DOI-status checks do not prove a complete amendment history. The later consequential study supplies no recovery or avoided-disposal credit for this attributional recipe. External supplier terms remain separate.
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