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Combine harvester-threshers · Calculation Rules

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Status, classification and source details

Readiness

  • Warnings methodology_not_reviewed Authored methodology is candidate guidance and still requires methodology review.

Classification mapping

CPC 3.0:44122 · exact

Source

Calculation Rules

rule_idApplies toFormula or ruleInputsOutputsource_ids
normalize_massall inventory rowsq_ref = q_item / M; q_item = exchange amount per one accepted finished machine; q_ref = exchange amount per 1 kg reference flow.q_item; M; cp_massq_ref

Data Quality Requirements

requirement_idApplies toRequirementEvidence
identityall exchangesActual product/species/provider/compartment identity and units must be resolved before dataset completion; no generic basket, unknown-as-zero or UUID-hit-driven scope restriction.Supplier specification; direct flow identity; BOM
finite_balancephysical streamsFor each contained metal/species j separately, calculate each stream mass times its OWN matched assay on a declared wet/dry basis. Include purchased material, opening/closing stock, accepted product, scrap, dust, slag, sludge, wastewater and environmental releases plus reaction transformation. Never equate gross scrap/sludge mass with contained metal or reuse feed assay for product/waste. Close actual water: external water plus input moisture and opening stocks plus reaction-generated water equals shipped retained water, waste/effluent moisture, measured evaporation, reaction-consumed water and closing stocks. Pair and cancel internal return transfers. Each moisture term has its own matched assay, basis and uncertainty; circulating water is not external input. Close each actual solvent species with formulation assays for purchased input, stocks, retained coating, recovered solvent, capture media, waste/liquid transfers, actual destruction and measured air releases. An unexplained residual is investigated, never automatically an air emission. Use combined measurement, sampling and allocation uncertainty, not a universal closure tolerance.Own assay per term; stocks; reaction and uncertainty records
no_defaultsall rowsCollect measured site/configuration quantities; no universal machine weight, manufacturing energy, yield, operating productivity, lifetime or emission factor. Not-applicable needs route evidence and differs from measured zero/unknown.Full representative period; route register; retained records

9. Validation Rules

rule_idApplies toRulesource_ids
validate_referencecombine_harvesterVerify N>0, D>0 and M same period/configuration, calibrated net acceptance, declared shipped header/fills, matching reference and denominator; reject weight/productivity proxies.
validate_physicalphysical water/material/species rowsFor each contained metal/species j separately, calculate each stream mass times its OWN matched assay on a declared wet/dry basis. Include purchased material, opening/closing stock, accepted product, scrap, dust, slag, sludge, wastewater and environmental releases plus reaction transformation. Never equate gross scrap/sludge mass with contained metal or reuse feed assay for product/waste. Close actual water: external water plus input moisture and opening stocks plus reaction-generated water equals shipped retained water, waste/effluent moisture, measured evaporation, reaction-consumed water and closing stocks. Pair and cancel internal return transfers. Each moisture term has its own matched assay, basis and uncertainty; circulating water is not external input. Close each actual solvent species with formulation assays for purchased input, stocks, retained coating, recovered solvent, capture media, waste/liquid transfers, actual destruction and measured air releases. An unexplained residual is investigated, never automatically an air emission. Use combined measurement, sampling and allocation uncertainty, not a universal closure tolerance.
validate_energyutility rowsReconcile each utility in one site period/unit: purchased imports plus actual generation plus opening storage equals assigned fabrication/coating/assembly/test/dispatch use plus unassigned residual plus exports and closing storage/loss. Shared services carry only causal share of unassigned residual. Verify negative residual against period, unit, stock and meter uncertainty; never clip it to zero. Purchased heat, own fuel generation and recovery transfers are distinct. Meter actual recovered test-cabin heat and paired internal transfer; cancel internal transfer on site aggregation. Reduce actual external heat requirement only through its measured resulting meter consumption; do not add an avoided-power credit or a second avoided-heat credit. Exports, if any, need separate measured destination and allocation.
validate_testfilling_testingSeparate retained diesel/oil/refrigerant from actual factory consumption, recovery and leak; resolve CO, NO and NO2 with species-specific evidence, not fuel carbon alone. Include actual pre-gate test crop and waste, exclude later farm use/yield.kappa-claas-test
validate_coveragedatasetAudit all actual routes/BOM/exchanges and upstream links. Incomplete UUID, amount, conversion, species or compartment prevents complete dataset status; candidate methodology finite check is not publication or factual factory verification.

10. Published Dataset Profile

FieldValue
dataset_roleforeground_dataset
downstream_useprocess; lifecyclemodel
allowed_useDeclared combine manufacturing with qualified upstream links
excluded_useFull harvest service comparison without downstream modelling; standalone threshers/parts/tractors
required_metadatafactory and period; model/configuration; self-propelled or trailed; crop and harvesting attachment; delivered header inclusion; rotary, walker or hybrid architecture; wheel/track and slope system; engine or PTO drive; cab, HVAC, controls and battery; delivered fills; net accepted mass; test protocol; make/buy boundary; packaging
required_quality_disclosureMake/buy, route, quantity/identity gaps, uncertainty, allocation, upstream coverage and waste fate
update_triggerConfiguration, supplier, fabrication/coating/test route, acceptance or delivery state change

11. Data Sources

Source idTypeReferenceUsed for
un-cpc-3-2025official_guidanceUNSD, CPC Version 3.0 Structure, 30 June 2025. https://unstats.un.org/unsd/classifications/Econ/Download/In%20Text/CPC_Ver_3.0_Structure_30Jun2025.csv44122 and adjacent 44121–44129 identity; no manufacturing quantities.
un-cpc-notes-2025official_guidanceUNSD, CPC 3.0 Explanatory Notes, 30 June 2025, PDF/printed page 229. https://unstats.un.org/unsd/classifications/Econ/Download/In%20Text/CPC_Ver_3.0_Exp_Notes_30Jun2025.pdfComplete combine label and adjacent n.e.c. machinery/parts. No subclass-specific explanatory paragraph; exclusion of standalone threshers follows semantic integrated-machine boundary review, not an explicit quoted exclusion.
deere-s-series-4592208handbookJohn Deere, S-Series Combines, brochure 4592208, PDF created February 2024, pp. 6, 14, 22–23. https://www.deere.com/assets/pdfs/region-4/products/harvesting/s-series-combines/4592208-s-series-combines.pdfRotary engine/feeding/cleaning/grain-handling, cab/controls and tyres/tracks; base specification excludes header. No mass, capacity or fuel-intensity default adopted; source mass text has a malformed value.
claas-trion-walkerhandbookCLAAS, TRION 600 / 500, original HTML snapshot 2 October 2026, APS WALKER and straw walker sections. https://www.claas.com/en-gb/agricultural-machinery/combine-harvesters/trion-600Walker configuration counterexample to rotary-only scope; no performance factor adopted.
claas-trion-hybridhandbookCLAAS, TRION 700, original HTML snapshot 2 October 2026, APS HYBRID SYSTEM. https://www.claas.com/en-gb/agricultural-machinery/combine-harvesters/trion-700Tangential threshing and axial secondary separation; no performance factor adopted.
claas-historyhandbookCLAAS, History, original HTML snapshot 2 October 2026. https://www.claas.com/en-ca/about-claas/history-lightHistorical trailed SUPER and subsequent self-propelled combines support propulsion boundary, not present-day sales mix or manufacturing intensity.
new-holland-permit-1995official_guidancePennsylvania DEP, Operating Permit 36-2028, New Holland North America Inc., issued 17 October 1995, original PDF pp. 2–3. https://www.epa.gov/sites/default/files/2017-08/documents/new_holland_north_america.pdfHistorical agricultural-equipment metal cleaning, liquid spray, water curtain/dry filter and drying ovens; composition/use/waste records. Not proof every combine factory uses these operations or named formulations; no permit limit used as an emission factor.
kappa-claas-testhandbookKappa Filter Systems, Future-proof test bench technology at CLAAS, original supplier case HTML snapshot 2 October 2026. https://www.kappa-fs.com/en/blog/stories-5/lufttechnik-fur-agrarmaschinen-49Actual factory test case: function testing, diesel exhaust capture, demand-controlled cabin ventilation and waste-heat recovery. No universal duration, fuel, efficiency or emission factor.
ef-allocation-2021official_guidanceCommission Recommendation (EU) 2021/2279, Annex I section 4.5. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:02021H2279-20211230Allocation hierarchy only; no claim of complete PEF compliance.

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