Industrial Processes and Product Use (IPPU)

Industrial Processes and Product Use (IPPU) includes only one subsector (* indicates non-emission subsector):

  • Industrial Processes and Product Use (IPPU)

Emission accounting for IPPU is based primarily on Volume 3 of the IPCC guidance for national greenhouse gas inventories. The IPPU sector includes estimates of emissions of a range of gasses released during industrial production, including a by-gas accounting of a number of fluorinated compounds (including HFCs, PFCs, and other FCs) derived from other bottom-up estimates in the literature. Industrial production is driven primarily by domestic demands and trade and is responsive to changes in GDP, GDP/capita, and recycling (for applicable industries). Production is generally written in terms of mass produced.

Note

The IPPU model contains the python method for industrial production, which is accessed in both AFOLU and CircularEconomy.

Industrial Processes and Product Use

Industrial processes and product use is used exclusively to account for emissions from the industrial sector excluding industrial energy. Examples of emissions in IPPU include HFCs and PFCs emitted from refrigeration, HFCs/PFCs/FCs emitted in electronics manufacturing, \(\text{CO}_2\) from cement clinker etc.

All industrial categorization is derived from the 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories, Volume 3, Industrial Processes (see Chapter 1, page 1.7 for a chart describing these categorizations). The entire guidance is available from the Task Force on National Greenhouse Gas Inventories

Categories

Categories associated with Industrial Processes and Product Use are identified by the $CAT-INDUSTRY$ variable schema element and shown in the category attribute table shown below.

Industrial categories ($CAT-INDUSTRY$ attribute table)

Category Name

$CAT-INDUSTRY$

Definition

Target $CAT-INDUSTRY$ to Adjust with Recycling

Agricultural Category

Virgin Paper Category

Virgin Wood Category

Data Source

Hyperlink

Notes

Agriculture and Livestock

agriculture_and_livestock

Used only in Industrial Energy to account for emissions from agricultural on-farm activities, including the operation of off-road equipment.

In general, these activites are assumed to scale with agricultural and livestock production.

none

1

0

0

Cement

cement

Cement production

none

0

0

0

Default \(\text{CO}_2\) cement clinker emission factor from V3, C2, EQ 2.4 2006 IPCC GNGHGI)

Chemical

chemicals

Includes production of

  • Adipic acid production

  • Ammonia production

  • Caprolactam, Glyoxal, and Glyoxylic Acid production

  • Carbide production

  • Fluorochemical production, including

    • HFC-22 production

    • HFCs production

    • PFCs production

    • SF6 production

    • NF3 production

    • Fluoropolymer production

    • Other Fluorochemical production

  • Hydrogen production

  • Nitric Acid production

  • Soda Ash production

  • Titanium Dioxide

  • Others

none

0

0

0

Construction and Demolition

construction_and_demolition

Primarily generates wastewater and waste. Driven by growth in population and gdp.

none

0

0

0

Electronics - Displays

electronics

Includes emissions (especially FCs) from processes and product use involved with the production of:
  • Displays

  • Microelectromechanical Systems

  • Photovoltaics

  • Semiconductors and Integrated Circuits.


See V3, C6 of IPCC GNGHGIs for more information.

none

0

0

0

Glass

glass

Virgin production of glass and ceramics. Affected by recycling.

none

0

0

0

Some figures for energy intensity of glass production is available form the U.S. Department of Energy (see Table 3.2)

Lime and Carbonites

lime_and_carbonite

Includes
  • Lime production

  • Other Process Uses of Carbonites, including * Non-Metallurgical Magnesia Production * Other uses of Soda Ash * Others

none

0

0

0

Default \(\text{CO}_2\) lime production emission factor from V3, C2, EQ 2.8 2006 IPCC GNGHGI); range from Table 2.4.


mining

mining

Industrial mining for raw materials. EXCLUDES COAL (see ENFU)

Inlcudes mining for ores and materials critical to global supply chains, including
  • Lithium

  • Tellerium

  • Nickel

  • Cobalt

none

0

0

0

Lubricant Use

product_use_lubricants

Emissions from use of lubricants. Grows proportionally to GDP.

none

0

0

0

Metals

metals

Virgin production of metals (excludes mining activities). Includes emissions from

  • Aluminium production

  • Copper production

  • Ferro alloys production

  • Iron production

  • Lead production

  • Magnesium production

  • Rare Earths production

  • Steel production

  • Zinc production

  • Other Metals production

none

0

0

0

Other

other_industries

This category includes emissions from industrial processes and product use in other industrial categories not covered above, including

  • Food and Beverages Industry

  • Pulp and Paper Industry

  • Other

Produces extensive wastewater and COD.

none

0

0

0

Other Product and Manufacture Use

other_product_manufacturing

This category is used to account for emissions from other industrial production processes and product uses, including

  • Electrical Equipment * Manufacture of Electrical Equipment (not covered under the electronics category) * Use of Electrical Equipment * Disposal of Electrical Equipment (not landfilled or recycled)

  • N2O from Product Uses

    • Medical Applications

    • Propellant for pressure and aerosol products

    • Other

  • SF6 and PFCs from Other Product Uses

    • Military Applications

    • Accelerators

    • Waterproofing of Electronic Circuits

    • Other

  • Other

none

0

0

0

Other Product Use

product_use_other

Includes NMVOC emissions

none

0

0

0

Ozone-Depleting Substance Substitutes - Other

product_use_ods_other

Includes the use of products common in industrial processes, such as HFCs, PFCs, SF6, and other ODS products that are intended to replace ozone-depleting CFCs. These products include

  • Aerosols

  • Fire Protection

  • Foam Blowing Agents

  • Refrigeration and Air Conditioning (both Stationary and Mobile)

  • Solvents

  • Other Applications

none

0

0

0

Ozone-Depleting Substance Substitutes - Refrigeration

product_use_ods_refrigeration

Use of refrigerants in industrial processes. Per GDP factor can be affected by an elasticity to GDP per capita.

none

0

0

0

Paper

paper

Virgin production of paper. Affected by recycling.

none

0

1

0

Paraffin Wax Use

product_use_paraffin_wax

Emissions from use of paraffin wav. Grows proportionally to GDP.

none

0

0

0

Plastic

plastic

Virgin production of plastic. Affected by recycling. Includes production of Petrochemical and Carbon Black products, including
  • Acrylonitrile

  • Carbon Black

  • Ethylene

  • Ethylene Dichloride and Vinyl Chloride Monomer

  • Ethylene Oxide

  • Methanol

none

0

0

0

Default \(\text{CO}_2\) plastic (petrochemical) production emission factor from V3, C3, section 3.9 2006 IPCC GNGHGI); default value and range taken from Tables 3.12 and 3.14 (average over all available values).


Recycled Glass

recycled_glass

Recycling of glass and ceramics. Affects virgin production.

glass

0

0

0

Recycled Metals

recycled_metals

Recycling of metals. Affects virgin production.

metals

0

0

0

Recycled Paper

recycled_paper

Recycling of paper. Affects virgin production.

paper

0

0

0

Recycled Plastic

recycled_plastic

Recycling of plastic. Affects virgin production.

plastic

0

0

0

Recycled Rubber and Leather

recycled_rubber_and_leather

Recycling of rubber and leather. Affects virgin production.

rubber_and_leather

0

0

0

Recycled Textiles

recycled_textiles

Recycling of textiles. Affects virgin production.

textiles

0

0

0

Recycled Wood

recycled_wood

Wood that is recycled.

wood

0

0

0

Rubber and Leather

rubber_and_leather

Virgin production of rubber and leather. Affected by recycling.

none

0

0

0

Textiles

textiles

Virgin production of textiles. Affected by recycling.

none

0

0

0

Wood

wood

Virgin production of lumber and other wood products. Emissions are captured in AFOLU.

none

0

0

1

Note

The Electronics Industry is broken into four key subcategories given the high degree of variation in emission factors and emission-relevant gasses governing each of these subcategories and the relative magnitude of the GWP of fluorinated compounds used in the electronics manufacturing process. Other categories–like metals–are not broken into subcategories (e.g., such as steel, aluminum, magnesium, zinc, etc… ) given the relatively similar magnitude of emission factors across gasses and the low prevalence of gasses associated with very-high GWPs. See `V3, C6 IPCC GNGHGI (2019R)<https://www.ipcc-nggip.iges.or.jp/public/2019rf/pdf/3_Volume3/19R_V3_Ch06_Electronics.pdf>`_ Table 6.6 for default emission factors associated with electronics manufacturing.

Variables

Variables associated with the Industrial Processes and Product Use subsector are shown below.

Trajectories of the following variables are needed for the Industrial Processes and Product Use subsector. The categories that variables apply to are described in the category column.

Variable Type

Variable

Information

Variable Schema

Categories

Reference

Default Value

Default LHS Scalar Minimum at Final Time Period

Default LHS Scalar Maximum at Final Time Period

Simplex Group

Emission Factor

Emissions Total by Gas Component

IPCC Emissions Sector Codes

IPCC Equation Reference

Notes

Input

\(\text{CH}_4\) Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{CH}_4\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch4)

chemicals``|``metals``|``plastic

0

1

1

1

0

Input

\(\text{CO}_2\) Clinker Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{CO}_2\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$_clinker ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = co2)

cement

0

1

1

1

0

Input

\(\text{CO}_2\) Product Use Emission Factor

Unitless carbon dioxide emission factor (tonne/tonne) representing how tonnes of \(\text{C}\) are emitted per tonne of product use.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_product_use_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = co2)

product_use_lubricants``|``product_use_paraffin_wax

0

1

1

1

0

Input

\(\text{CO}_2\) Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{CO}_2\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = co2)

chemicals``|``glass``|``lime_and_carbonite``|``metals``|``plastic

0

1

1

1

0

Input

\(\text{NF}_3\) Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{NF}_3\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = nf3)

chemicals``|``electronics

0

1

1

1

0

Input

\(\text{N}_2\text{O}\) GDP Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{N}_2\text{O}\) emitted per billion $USD GDP.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = n2o)

other_product_manufacturing

0

1

1

1

0

Input

\(\text{N}_2\text{O}\) Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{N}_2\text{O}\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = n2o)

chemicals``|``electronics

0

1

1

1

0

Input

\(\text{SF}_6\) GDP Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{SF}_6\) emitted per billion $USD GDP.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = sf6)

other_product_manufacturing

0

1

1

1

0

Input

\(\text{SF}_6\) Production Process Emission Factor

Unitless emission factor (tonne/tonne) representing how tonnes of \(\text{SF}_6\) emitted per tonne of production

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = sf6)

chemicals``|``electronics``|``metals

0

1

1

1

0

Input

Average Lifespan of Housing Construction

Average lifespan, in years, of housing construction. Used to estimate replacement of old stock housing.

timespan_ippu_average_lifetime_of_housing

none

0

1

1

0

0

Input

Average per Household Demand for Construction Materials

dem_ippu_average_materials_$UNIT-MASS$_per_household_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne)

cement``|``wood

0

1

1

0

0

Input

COD Wastewater Factor

Mass of chemical oxygen demand (COD) generated per tonne of production.

qty_ippu_$CAT-INDUSTRY$_$UNIT-MASS$_cod_per_$UNIT-VOLUME$_ww ($UNIT-MASS$ = tonne, $UNIT-VOLUME$ = m3)

cement``|``chemicals``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``paper``|``plastic``|``recycled_metals``|``recycled_paper``|``recycled_plastic``|``recycled_rubber_and_leather``|``recycled_textiles``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Input

Clinker Fraction of Cement

frac_ippu_$CAT-INDUSTRY$_clinker

cement

0

1

1

0

0

See Equation 2.2 in V3

Input

Dodecafluoropentane Production Process Emission Factor

Unitless emission factor for Dodecafluoropentane (\(\text{C}_5\text{F}_12\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c5f12)

chemicals

0

1

1

1

0

Input

Elasticity of Industrial Production to GDP

elasticity_ippu_$CAT-INDUSTRY$_production_to_gdp

cement``|``chemicals``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``mining``|``paper``|``plastic``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Input

Elasticity of Product Use Rate to GDP per Capita

elasticity_ippu_$CAT-INDUSTRY$_product_use_rate_to_gdppc

product_use_lubricants``|``product_use_paraffin_wax``|``product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

0

Input

HCFC-141b GDP Product Use Emission Factor

Emission factor for 1,1-Dichloro-1-fluoroethane (HCFC-141b) per (tonne/mmm GDP)

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch3cci2f)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HCFC-142b GDP Product Use Emission Factor

Emission factor for 1-Chloro-1,1-difluoroethane (HCFC-142b) per (tonne/mmm GDP)

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch3ccif2)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-125 GDP Product Use Emission Factor

Emission factor for Pentafluoroethane (HFC-125) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2hf5)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-125 Production Process Emission Factor

Unitless emission factor for Pentafluoroethane (HFC-125, or \(\text{C}_2\text{HF}_5\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2hf5)

chemicals

0

1

1

1

0

Input

HFC-134 GDP Product Use Emission Factor

Emission factor for 1,1,2,2-Tetrafluoroethane (HFC-134, or \(\text{CHF}_2\text{CHF}_2\)) per (tonne/mmm GDP)

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = chf2chf2)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-134a GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-134a) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = chf2cf3)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-134a Production Process Emission Factor

Unitless emission factor for 1,1,1,2-Tetrafluoroethane (HFC-134a, or \(\text{CHF}_2\text{CF}_3\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = chf2cf3)

chemicals

0

1

1

1

0

Input

HFC-143 GDP Product Use Emission Factor

Emission factor for 1,1,2-Trifluoroethane (HFC-143, or \(\text{CH}_2\text{FCHF}_2\)) per (tonne/mmm GDP)

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch2fchf2)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-143a GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-143a) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2h3f3)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-143a Production Process Emission Factor

Unitless emission factor for 1,1,1-Trifluoroethane (HFC-143a, or \(\text{C}_2\text{H}_3\text{F}_3\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2h3f3)

chemicals

0

1

1

1

0

Input

HFC-152a GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-152a) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch3chf2)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-152a Production Process Emission Factor

Unitless emission factor for 1,1-Difluoroethane (HFC-152a, or \(\text{CH}_3\text{CHF}_2\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch3chf2)

chemicals

0

1

1

1

0

Input

HFC-227ea GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-227ea) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c3hf7)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-227ea Production Process Emission Factor

Unitless emission factor for 1,1,1,2,3,3,3-Heptafluoropropane (HFC-227ea, or \(\text{C}_3\text{HF}_7\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c3hf7)

chemicals

0

1

1

1

0

Input

HFC-23 GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-23) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = chf3)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

Input

HFC-23 Production Process Emission Factor

Unitless emission factor for Trifluoromethane (HFC-23, or \(\text{CHF}_3\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = chf3)

chemicals``|``electronics

0

1

1

1

0

Input

HFC-236fa GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-236fa) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c3h2f6)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-245fa GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-245fa) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c3h3f5)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-32 GDP Product Use Emission Factor

Emission factor for Difluoromethane (HFC-32) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch2f2)

product_use_ods_refrigeration

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-32 Production Process Emission Factor

Unitless emission factor for Difluoromethane (HFC-32, or \(\text{CH}_2\text{F}_2\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch2f2)

chemicals``|``electronics

0

1

1

1

0

Input

HFC-365mfc GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-365mfc) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4h5f5)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

HFC-365mfc Production Process Emission Factor

Unitless emission factor for 1,1,1,3,3-Pentafluorobutane (HFC-365mfc, or \(\text{C}_4\text{H}_5\text{F}_5\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4h5f5)

chemicals

0

1

1

1

0

Input

HFC-41 Production Process Emission Factor

Unitless emission factor for Fluoromethane (HFC-41, or \(\text{CH}_3\text{F}\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = ch3f)

electronics

0

1

1

1

0

Input

HFC-43-10mee GDP Product Use Emission Factor

Emission factor for Trifluoromethane (HFC-43-10mee) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c5h2f10)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

Industrial \(\text{CO}_2\) Capture Efficacy

Fraction of \(\text{CO}_2\) emitted that is captured when CCS is implemented.

NOTE: this variable is used in Industrial Energy (INEN) as well to determine the share of \(\text{CO}_2\) emissions that are captured.

NOTE: this variable applies only to process emissions and does not affect product use emissions.

gasrf_ippu_$EMISSION-GAS$_capture_$CAT-INDUSTRY$ ($EMISSION-GAS$ = co2)

chemicals``|``cement``|``glass``|``lime_and_carbonite``|``metals``|``plastic

0

1

1

0

0

Input

Industrial \(\text{CO}_2\) Capture Prevalence

Fraction of industrial production subject to CCS, which reduces \(\text{CO}_2\) emissions.

NOTE: this variable is used in Industrial Energy (INEN) as well to determine the share of \(\text{CO}_2\) emissions that are captured.

NOTE: this variable applies only to process emissions and does not affect product use emissions.

frac_ippu_production_with_$EMISSION-GAS$_capture_$CAT-INDUSTRY$ ($EMISSION-GAS$ = co2)

chemicals``|``cement``|``glass``|``lime_and_carbonite``|``metals``|``plastic

0

1

1

0

0

Input

Industrial Production Scalar

Exogenous scalar that can be used to represent exogenous shocks todemand (assuming production and demand are in equilibrium).

NOTE: Excludes categories that are derviced from model integration, including agricultural and livestock production (AFOLU) and recycling (Circular Economy)

demscalar_ippu_$CAT-INDUSTRY$

cement``|``chemicals``|``construction_and_demolition``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``mining``|``product_use_lubricants``|``other_industries``|``other_product_manufacturing``|``product_use_other``|``product_use_ods_other``|``product_use_ods_refrigeration``|``paper``|``product_use_paraffin_wax``|``plastic``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Input

Initial Industrial Production

Production at \(t = 0\) of an industrial category, in tonnes. Future production is elastic to GDP and is modified by an exogenous scalar (representing changes to industry).

prodinit_ippu_$CAT-INDUSTRY$_$UNIT-MASS$ ($UNIT-MASS$ = tonne)

cement``|``chemicals``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``mining``|``paper``|``plastic``|``recycled_glass``|``recycled_metals``|``recycled_paper``|``recycled_plastic``|``recycled_rubber_and_leather``|``recycled_textiles``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Input

Initial Non-Energy Fuel Use

Includes paraffin wax and lubricant use

useinit_ippu_$CAT-INDUSTRY$_$UNIT-MASS$ ($UNIT-MASS$ = kt)

product_use_lubricants``|``product_use_paraffin_wax

0

1

1

0

0

Paraffix wax use by country is available from UN Data

Lubricant use by country is available from UN Data

Input

Initial Other Non-Energy \(\text{CO}_2\) Emissions

emitinit_ippu_$CAT-INDUSTRY$_$UNIT-MASS$_$EMISSION-GAS$ ($UNIT-MASS$ = kt, $EMISSION-GAS$ = co2)

product_use_other

0

1

1

0

0

Input

Maximum Recycled Material Ratio in Virgin Process

Recycled material can sometimes be mixed in with virgin materials

Cullet Ratio in Glass: Cullet is scrap glass that is used to reduce the requirements for raw materials in glass production. In SISEPUEDE, recycled glass is used until the maximum cullet fraction (on average) is satisfied. Recycled glass above this threshold is exported. See Nature 599 (2021) and the V3, C2, Equation 2.10 in the IPCC GNGHGI (2006) for more information.

maxfrac_ippu_maximum_recylced_material_ratio_$CAT-INDUSTRY$

glass``|``paper``|``plastic``|``wood

1

1

1

0

0

Input

Net Imports of Cement Clinker

net_imports_$CAT-INDUSTRY$_clinker_$UNIT-MASS$ ($UNIT-MASS$ = tonne)

cement

See the World Bank World Integrated Trade Solution ` WITS Imports <https://wits.worldbank.org/trade/comtrade/en/country/ALL/year/2019/tradeflow/Imports/partner/WLD/product/252310>`_ for clinker imports by country and WITS Exports for clinker exports by country.

0

1

1

0

0

Exogenous specification of net imports of cement clinker.

Net imports of cement clinker are used to adjust cement productions emissions from clinker–i.e., if net imports are negative, then clinker beyond what is used for cement is exported, meaning that production emissions exceeded what was used for endogenous cement production.

Input

Octafluorooxolane Production Process Emission Factor

Unitless emission factor for Octafluorooxolane (\(\text{C}_4\text{F}_8\text{O}\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4f8o)

electronics

0

1

1

1

0

Input

PFC-1114 Production Process Emission Factor

Unitless emission factor for Hexafluorobutadiene (PFC-1114, or \(\text{C}_4\text{F}_6\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4f6)

electronics

0

1

1

1

0

Input

PFC-116 GDP Product Use Emission Factor

Emission factor for Trifluoromethane (PFC-116, or \(\text{C}_2\text{F}_6\)) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2f6)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

PFC-116 Production Process Emission Factor

Unitless emission factor for Perfluoroethane (PFC-116, or \(\text{C}_2\text{F}_6\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c2f6)

chemicals``|``electronics``|``metals

0

1

1

1

0

Input

PFC-14 GDP Product Use Emission Factor

Emission factor for Perfluoromethane (PFC-14, or \(\text{C}\text{F}_4\)) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = cf4)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

PFC-14 Production Process Emission Factor

Unitless emission factor for Perfluoromethane (PFC-14, or \(\text{C}\text{F}_4\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = cf4)

chemicals``|``electronics``|``metals

0

1

1

1

0

Input

PFC-218 Production Process Emission Factor

Unitless emission factor for Perfluoropropane (PFC-218, or \(\text{C}_3\text{F}_8\)) per (tonne/tonne of production

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c3f8)

chemicals``|``electronics

0

1

1

1

0

Input

PFC-31-10 GDP Product Use Emission Factor

Emission factor for Perflubutane/Decafluorobutane (PFC-31-10, or \(\text{C}_4\text{F}_{10}\)) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4f10)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

PFC-31-10 Production Process Emission Factor

Unitless emission factor for Perflubutane/Decafluorobutane (PFC-31-10, or \(\text{C}_4\text{F}_10\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c4f10)

chemicals

0

1

1

1

0

Input

PFC-51-14 GDP Product Use Emission Factor

Emission factor for Perfluorohexane/Tetradecafluorohexane (PFC-51-14, or \(\text{C}_6\text{F}_{14}\)) per (tonne/mmm GDP)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_mmm_gdp_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c6f14)

product_use_ods_other

0

1

1

1

0

See V3, C7, Table 7.1 of IPCC GNGHGI (2019R) for gas specification

Input

PFC-51-14 Production Process Emission Factor

Unitless emission factor for Perfluorohexane/Tetradecafluorohexane (PFC-51-14, or \(\text{C}_6\text{F}_14\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c6f14)

chemicals

0

1

1

1

0

Input

PFC-C-1418 Production Process Emission Factor

Unitless emission factor for Octafluorocyclopentene (PFC-1418, or \(\text{C}_5\text{F}_8\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = c5f8)

electronics

0

1

1

1

0

Input

PFC-C-318 Production Process Emission Factor

Unitless emission factor for Perfluorocyclobutane (PFC-C-318, or \(\text{c-C}_4\text{F}_8\)) per (tonne/tonne of production)

See Minx et al. (2021) for emissions by gas of HFCs and PFCs.

ef_ippu_$UNIT-MASS$_$EMISSION-GAS$_per_$UNIT-MASS$_production_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne, $EMISSION-GAS$ = cc4f8)

chemicals``|``electronics

0

1

1

1

0

Input

Ratio of Production to Harvested Wood Demand

ratio_ippu_production_to_harvested_wood_demand_$CAT-INDUSTRY$

paper``|``wood

0

1

1

0

0

Input

Wastewater Production Factor

Volume of wastewater generated per tonne of production.

vol_ippu_$CAT-INDUSTRY$_$UNIT-VOLUME$_ww_per_$UNIT-MASS$_production ($UNIT-VOLUME$ = m3, $UNIT-MASS$ = tonne)

cement``|``chemicals``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``paper``|``plastic``|``recycled_glass``|``recycled_metals``|``recycled_paper``|``recycled_plastic``|``recycled_rubber_and_leather``|``recycled_textiles``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Output

\(\text{CH}_4\) Emissions from Industrial Production Processes

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch4)

chemicals``|``metals``|``paper``|``plastic

0

1

1

0

1

Output

\(\text{CO}_2\) Captured in Industrial Processes and Product Use

Fraction of \(\text{CO}_2\) emitted that is captured at the point of emission.

gasrecovered_ippu_$UNIT-MASS$_$EMISSION-GAS$_capture_$CAT-INDUSTRY$ ($EMISSION-GAS$ = co2, $UNIT-MASS$ = mt)

chemicals``|``cement``|``glass``|``lime_and_carbonite``|``metals``|``plastic

0

1

1

0

0

Output

\(\text{CO}_2\) Emissions from Industrial Product Use

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = co2)

product_use_lubricants``|``product_use_other``|``product_use_paraffin_wax

0

1

1

0

1

Output

\(\text{CO}_2\) Emissions from Industrial Production Processes

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = co2)

cement``|``chemicals``|``glass``|``lime_and_carbonite``|``metals``|``paper``|``plastic``|``product_use_lubricants``|``product_use_paraffin_wax

0

1

1

0

1

Output

\(\text{NF}_3\) Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

Note: Also accounted for in Other Fluorinated Compounds aggregate output emissions.

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = nf3)

chemicals``|``electronics

0

1

1

0

1

Output

\(\text{N}_2\text{O}\) Emissions from Industrial Production Processes

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = n2o)

chemicals``|``other_product_manufacturing``|``paper``|``plastic

0

1

1

0

1

Output

\(\text{SF}_6\) Emissions from Industrial Production Processes

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = sf6)

chemicals``|``electronics``|``metals``|``other_product_manufacturing

0

1

1

0

1

Output

Change to Net Imports of Products

Recycling volumes may exceed domestic demand, and some changes to indsutrial production can affect projections. Decreases (negative values) to this variable represent exports of materials produced in each country.

net_imports_change_ippu_$CAT-INDUSTRY$_$UNIT-MASS$ ($UNIT-MASS$ = tonne)

cement``|``recycled_glass``|``recycled_metals``|``recycled_paper``|``recycled_plastic``|``recycled_rubber_and_leather``|``recycled_textiles``|``recycled_wood``|``wood

0

1

1

0

0

Output

Demand for Harvested Wood

dem_ippu_harvested_wood_$UNIT-MASS$_$CAT-INDUSTRY$ ($UNIT-MASS$ = tonne)

paper``|``wood

0

1

1

0

0

Output

Dodecafluoropentane Emissions from Industrial Production Processes

“ | Used in calibration to key industrial subsectors using data from Minx et al. (2021)

Note: Also accounted for in Other Fluorinated Compounds aggregate output emissions.”

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c5f12)

chemicals

0

1

1

0

1

Output

HCFC-141b Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch3cci2f)

product_use_ods_other

0

1

1

0

1

Output

HCFC-142b Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch3ccif2)

product_use_ods_other

0

1

1

0

1

Output

HFC Emissions from Industrial Product Use

Aggregate emissions, across all specified HFCs, resulting from product use in industry.

emission_co2e_hfcs_ippu_product_use_$CAT-INDUSTRY$

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

0

Output

HFC Emissions from Industrial Production Processes

Aggregate emissions, across all specified HFCs, resulting from industrial production processes.

emission_co2e_hfcs_ippu_production_$CAT-INDUSTRY$

chemicals``|``electronics``|``metals

0

1

1

0

0

Output

HFC-125 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2hf5)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-125 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2hf5)

chemicals

0

1

1

0

1

Output

HFC-134 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = chf2chf2)

product_use_ods_other

0

1

1

0

1

Output

HFC-134a Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = chf2cf3)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-134a Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = chf2cf3)

chemicals

0

1

1

0

1

Output

HFC-143 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch2fchf2)

product_use_ods_other

0

1

1

0

1

Output

HFC-143a Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2h3f3)

product_use_ods_refrigeration

0

1

1

0

1

Output

HFC-143a Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2h3f3)

chemicals

0

1

1

0

1

Output

HFC-152a Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch3chf2)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-152a Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch3chf2)

chemicals

0

1

1

0

1

Output

HFC-227ea Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c3hf7)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-227ea Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c3hf7)

chemicals

0

1

1

0

1

Output

HFC-23 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = chf3)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-23 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = chf3)

chemicals``|``electronics

0

1

1

0

1

Output

HFC-236fa Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c3h2f6)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-245fa Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c3h3f5)

product_use_ods_refrigeration``|``product_use_ods_other

0

1

1

0

1

Output

HFC-32 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch2f2)

product_use_ods_refrigeration

0

1

1

0

1

Output

HFC-32 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch2f2)

chemicals``|``electronics

0

1

1

0

1

Output

HFC-365mfc Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c4h5f5)

product_use_ods_other

0

1

1

0

1

Output

HFC-365mfc Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c4h5f5)

chemicals

0

1

1

0

1

Output

HFC-41 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = ch3f)

electronics

0

1

1

0

1

Output

HFC-43-10mee Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c5h2f10)

product_use_ods_other

0

1

1

0

1

Output

Industrial Production

Production at \(t = 0\) of an industrial category, in tonnes. Future production is elastic to GDP and is modified by an exogenous scalar (representing changes to industry).

Note that production of recycled categories (recycled_XXX) differ from total waste recycled. In the Industrial model, recycled materials are used until the maximum recycling fraction is obtained.

prod_ippu_$CAT-INDUSTRY$_$UNIT-MASS$ ($UNIT-MASS$ = tonne)

cement``|``chemicals``|``electronics``|``glass``|``lime_and_carbonite``|``metals``|``mining``|``paper``|``plastic``|``rubber_and_leather``|``textiles``|``wood

0

1

1

0

0

Output

Other Fluorinated Compound Emissions from Industrial Product Use

Aggregate emissions, across all specified non-PFC/HFC flourinated compounds (including HCFCs, halogenated alcohols, ethers, furans, aldehydes, and ketones, where applicable), resulting from industrial production processes.

Includes HCFC-141b and HCFC-142b

emission_co2e_other_fcs_ippu_product_use_$CAT-INDUSTRY$

product_use_ods_other

0

1

1

0

0

Output

Other Fluorinated Compound Emissions from Industrial Production Processes

Aggregate emissions, across all specified non-PFC/HFC flourinated compounds (including halogenated alcohols, ethers, furans, aldehydes, and ketones, where applicable), resulting from industrial production processes.

Includes Dodecafluoropentane,:math:text{NF}_3, and Octafluorooxolane.

emission_co2e_other_fcs_ippu_production_$CAT-INDUSTRY$

chemicals``|``electronics

0

1

1

0

0

Output

PFC Emissions from Industrial Product Use

Aggregate emissions, across all specified PFCs, resulting from product use in industry.

emission_co2e_pfcs_ippu_product_use_$CAT-INDUSTRY$

product_use_ods_other

0

1

1

0

0

Output

PFC Emissions from Industrial Production Processes

Aggregate emissions, across all specified PFCs, resulting from industrial production processes.

emission_co2e_pfcs_ippu_production_$CAT-INDUSTRY$

chemicals``|``electronics``|``other_product_manufacturing

0

1

1

0

0

Output

PFC-1114 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c4f6)

electronics

0

1

1

0

1

Output

PFC-116 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2f6)

product_use_ods_other

0

1

1

0

1

Output

PFC-116 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c2f6)

chemicals``|``electronics``|``metals

0

1

1

0

1

Output

PFC-14 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = cf4)

product_use_ods_other

0

1

1

0

1

Output

PFC-14 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = cf4)

chemicals``|``electronics``|``metals

0

1

1

0

1

Output

PFC-1418 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c5f8)

electronics

0

1

1

0

1

Output

PFC-218 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c3f8)

chemicals``|``electronics

0

1

1

0

1

Output

PFC-31-10 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c4f10)

product_use_ods_other

0

1

1

0

1

Output

PFC-31-10 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c4f10)

chemicals

0

1

1

0

1

Output

PFC-318 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = cc4f8)

chemicals``|``electronics

0

1

1

0

1

Output

PFC-51-14 Emissions from Industrial Product Use

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_product_use_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c6f14)

product_use_ods_other

0

1

1

0

1

Output

PFC-51-14 Emissions from Industrial Production Processes

Used in calibration to key industrial subsectors using data from Minx et al. (2021)

emission_co2e_$EMISSION-GAS$_ippu_production_$CAT-INDUSTRY$ ($EMISSION-GAS$ = c6f14)

chemicals

0

1

1

0

1

Output

Recycled Material Used in Industrial Production

Production of recycled categories (recycled_XXX) differ from total waste recycled. In the Industrial model, recycled materials are used until the maximum recycling fraction is obtained. This variable gives the total mass of recycled waste used in industrial production.

qty_ippu_$CAT-INDUSTRY$_used_in_production_$UNIT-MASS$ ($UNIT-MASS$ = tonne)

recycled_glass``|``recycled_metals``|``recycled_paper``|``recycled_plastic``|``recycled_rubber_and_leather``|``recycled_textiles``|``recycled_wood

0

1

1

0

0


Known Issues and Future Improvements

  • IPPU models most production in terms of tonnage. SISEPUEDE 2.0 will include higher refinement of industrial emissions modeling using more common units (e.g., \(m^2\) of substrate in electronics manufacturing).