diff --git a/.buildlibrary b/.buildlibrary index 000aabba2..fe1eb6b59 100644 --- a/.buildlibrary +++ b/.buildlibrary @@ -1,4 +1,4 @@ -ValidationKey: '8245510' +ValidationKey: '8447040' AutocreateReadme: yes allowLinterWarnings: no AddInReadme: tutorial.md diff --git a/CITATION.cff b/CITATION.cff index fef3e9bf4..9141c81fc 100644 --- a/CITATION.cff +++ b/CITATION.cff @@ -2,8 +2,8 @@ cff-version: 1.2.0 message: If you use this software, please cite it using the metadata from this file. type: software title: 'piamInterfaces: Project specific interfaces to REMIND / MAgPIE' -version: 0.41.0 -date-released: '2025-01-23' +version: 0.42.0 +date-released: '2025-01-24' abstract: Project specific interfaces to REMIND / MAgPIE. authors: - family-names: Benke diff --git a/DESCRIPTION b/DESCRIPTION index 5c2e10521..e373bd780 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Type: Package Package: piamInterfaces Title: Project specific interfaces to REMIND / MAgPIE -Version: 0.41.0 -Date: 2025-01-23 +Version: 0.42.0 +Date: 2025-01-24 Authors@R: c( person("Falk", "Benke", , "benke@pik-potsdam.de", role = c("aut", "cre")), person("Oliver", "Richters", role = "aut") diff --git a/README.md b/README.md index 2c959c464..b135deb6b 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Project specific interfaces to REMIND / MAgPIE -R package **piamInterfaces**, version **0.41.0** +R package **piamInterfaces**, version **0.42.0** [![CRAN status](https://www.r-pkg.org/badges/version/piamInterfaces)](https://cran.r-project.org/package=piamInterfaces) [![R build status](https://github.com/pik-piam/piamInterfaces/workflows/check/badge.svg)](https://github.com/pik-piam/piamInterfaces/actions) [![codecov](https://codecov.io/gh/pik-piam/piamInterfaces/branch/master/graph/badge.svg)](https://app.codecov.io/gh/pik-piam/piamInterfaces) [![r-universe](https://pik-piam.r-universe.dev/badges/piamInterfaces)](https://pik-piam.r-universe.dev/builds) @@ -143,7 +143,7 @@ In case of questions / problems please contact Falk Benke To cite package **piamInterfaces** in publications use: -Benke F, Richters O (2025). "piamInterfaces: Project specific interfaces to REMIND / MAgPIE." Version: 0.41.0, . +Benke F, Richters O (2025). "piamInterfaces: Project specific interfaces to REMIND / MAgPIE." Version: 0.42.0, . A BibTeX entry for LaTeX users is @@ -151,9 +151,9 @@ A BibTeX entry for LaTeX users is @Misc{, title = {piamInterfaces: Project specific interfaces to REMIND / MAgPIE}, author = {Falk Benke and Oliver Richters}, - date = {2025-01-23}, + date = {2025-01-24}, year = {2025}, url = {https://github.com/pik-piam/piamInterfaces}, - note = {Version: 0.41.0}, + note = {Version: 0.42.0}, } ``` diff --git a/inst/mappings/mapping_PRISMA.csv b/inst/mappings/mapping_PRISMA.csv new file mode 100644 index 000000000..c8c8f754f --- /dev/null +++ b/inst/mappings/mapping_PRISMA.csv @@ -0,0 +1,383 @@ +variable;unit;tier;description;comment;weight;piam_variable;piam_unit;piam_factor;internal_comment;source;interpolation +Test;EJ;1;comment;;;Test;EJ;;test;Rx;linear +Final Energy|Industry|Non-Ferrous Metals|Copper;EJ/yr;3;Final energy consumption by the copper;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Electricity;EJ/yr;3;Final energy consumption by the copper of electricity;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases;EJ/yr;3;Final energy consumption by the copper of gaseous fuels including natural gas and biogas, not including hydrogen;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Biomass;EJ/yr;4;Final energy consumption by the copper of gaseous fuels from biogenic sources, mainly biogas;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Coal;EJ/yr;4;Final energy consumption by the copper of gaseous fuels from fossil coal gasification;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Electricity;EJ/yr;4;Final energy consumption by the copper of gas from electricity i.e., 'power-to-gas' (if hydrogen is not explicitly modeled as an intermediate product);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Fossil;EJ/yr;4;Final energy consumption by the copper of gaseous fuels from fossil fuels including natural gas and coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Gas;EJ/yr;4;Final energy consumption by the copper of fossil methane ('natural gas');;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Hydrogen;EJ/yr;4;Final energy consumption by the copper of gaseous fuels from hydrogen (if hydrogen is explicitly modeled as a commodity and not an implicit intermediate product of the transformation technologies);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Gases|Other;EJ/yr;4;Final energy consumption by the copper of gaseous fuels from sources that do not fit any other category;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat;EJ/yr;3;Final energy consumption by the copper of centralized heat;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Biomass;EJ/yr;4;Final energy consumption by the copper of centralized heat from biomass, including biogas;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Coal;EJ/yr;4;Final energy consumption by the copper of centralized heat from coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Electricity;EJ/yr;4;Final energy consumption by the copper of centralized heat from electricity;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Fossil;EJ/yr;4;Final energy consumption by the copper of centralized heat from fossil fuels including natural gas, oil and coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Gas;EJ/yr;4;Final energy consumption by the copper of centralized heat from fossil methane ('natural gas');;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Geothermal;EJ/yr;4;Final energy consumption by the copper of centralized heat from geothermal energy excluding ground-source heat pumps;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Hydrogen;EJ/yr;4;Final energy consumption by the copper of centralized heat from hydrogen;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Nuclear;EJ/yr;4;Final energy consumption by the copper of centralized heat from nuclear energy;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Oil;EJ/yr;4;Final energy consumption by the copper of centralized heat from refined crude oil;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Other;EJ/yr;4;Final energy consumption by the copper of centralized heat from sources that do not fit any other category;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Heat|Solar;EJ/yr;4;Final energy consumption by the copper of centralized heat from solar energy;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen;EJ/yr;3;Final energy consumption by the copper of hydrogen;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Biomass;EJ/yr;4;Final energy consumption by the copper of hydrogen generated from biomass;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Coal;EJ/yr;4;Final energy consumption by the copper of hydrogen from coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Electricity;EJ/yr;4;Final energy consumption by the copper of hydrogen from electrolysis;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Fossil;EJ/yr;4;Final energy consumption by the copper of hydrogen from fossil fuels including natural gas, oil and coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Gas;EJ/yr;4;Final energy consumption by the copper of hydrogen from fossil methane ('natural gas');;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Nuclear;EJ/yr;4;Final energy consumption by the copper of hydrogen from nuclear energy (e.g. thermochemical water splitting with nuclear heat);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Oil;EJ/yr;4;Final energy consumption by the copper of hydrogen from refined crude oil;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Other;EJ/yr;4;Final energy consumption by the copper of hydrogen from other sources;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Hydrogen|Solar;EJ/yr;4;Final energy consumption by the copper of hydrogen from solar energy (e.g. thermochemical water splitting with solar heat);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids;EJ/yr;3;Final energy consumption by the copper of refined liquid fuels including oil products, fuels from gas and coal, synthetic fuels and biofuels;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Biomass;EJ/yr;4;Final energy consumption by the copper of liquid fuels from biomass;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Coal;EJ/yr;4;Final energy consumption by the copper of liquid fuels from coal;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Electricity;EJ/yr;4;Final energy consumption by the copper of liquid synthetic fuels from electricity, i.e., e-fuels (if hydrogen is not explicitly modeled as an intermediate product);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Fossil;EJ/yr;4;Final energy consumption by the copper of liquid fuels from fossil fuels including coal, natural gas and conventional/unconventional oil;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Gas;EJ/yr;4;Final energy consumption by the copper of liquid fuels from fossil methane ('natural gas');;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Hydrogen;EJ/yr;4;Final energy consumption by the copper of liquid fuels from hydrogen (if hydrogen is explicitly modeled as a commodity and not an implicit intermediate product of the transformation technologies);;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Oil;EJ/yr;4;Final energy consumption by the copper of liquid fuels from refined crude oil;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Liquids|Other;EJ/yr;4;Final energy consumption by the copper of sources that do not fit any other category;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Other;EJ/yr;4;Final energy consumption by the copper of other energy sources;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Solids;EJ/yr;3;Final energy consumption by the copper of solid energy carriers, including coal, briquettes, coke, and wood pellets;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Solids|Biomass;EJ/yr;4;Final energy consumption by the copper of solid biomass (e.g., commercial charcoal, wood chips, wood pellets), not including traditional bioenergy;;;;;;;; +Final Energy|Industry|Non-Ferrous Metals|Copper|Solids|Coal;EJ/yr;4;Final energy consumption by the copper of coal, lignite, and derived products (e.g., coke, briquettes);;;;;;;; +Material Demand|Chemicals|Ammonia;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers;;;;;;;; +Material Demand|Chemicals|Ammonia|Commercial;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in commercial sector;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Biomass;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Coal;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Gas;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Hydro;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Nuclear;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Solar;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Transmission and Distribution;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Ammonia|Electricity|Wind;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Ammonia|Residential;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in residential sector;;;;;;;; +Material Demand|Chemicals|Ammonia|Transportation|Infrastructure;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Ammonia|Transportation|Vehicle Stock;Mt/yr;2;Demand of ammonia (NH3), precursor chemical for nitrogen fertilisers in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Formaldehyde;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Commercial;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in commercial sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Biomass;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Coal;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Gas;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Hydro;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Nuclear;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Solar;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Transmission and Distribution;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Electricity|Wind;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Residential;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in residential sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Transportation|Infrastructure;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Formaldehyde Resins|Transportation|Vehicle Stock;Mt/yr;4;Demand of thermosetting resins, produced by polymerizing urea, phenol and/or melamine with formaldehyde in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Formaldehyde|Commercial;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in commercial sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Biomass;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Coal;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Gas;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Hydro;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Nuclear;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Solar;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Transmission and Distribution;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Electricity|Wind;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Residential;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in residential sector;;;;;;;; +Material Demand|Chemicals|Formaldehyde|Transportation|Infrastructure;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Formaldehyde|Transportation|Vehicle Stock;Mt/yr;4;Demand of formaldehyde, mainly used to produce resins in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Commercial;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in commercial sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in electricity generation sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Biomass;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Coal;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Gas;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Hydro;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Nuclear;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Solar;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Transmission and Distribution;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Electricity|Wind;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Residential;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in residential sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Transportation|Infrastructure;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|BTX|Transportation|Vehicle Stock;Mt/yr;3;Demand of the aromatic compounds Benzene, Toluene and the three xylene isomers (BTX) in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Commercial;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in commercial sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in electricity generation sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Biomass;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Coal;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Gas;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Hydro;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Nuclear;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Solar;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Transmission and Distribution;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Electricity|Wind;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Commercial;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in commercial sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in electricity generation sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Biomass;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Coal;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Gas;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Hydro;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Nuclear;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Solar;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Transmission and Distribution;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Electricity|Wind;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Residential;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in residential sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Transportation|Infrastructure;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Ethylene|Transportation|Vehicle Stock;Mt/yr;3;Demand of ethylene, most important precursor for synthetic plastics in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Commercial;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in commercial sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in electricity generation sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Biomass;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Coal;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Gas;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Hydro;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Nuclear;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Solar;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Transmission and Distribution;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Electricity|Wind;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Residential;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in residential sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Transportation|Infrastructure;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Propylene|Transportation|Vehicle Stock;Mt/yr;3;Demand of propylene, second most important precursor for synthetic plastics in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Residential;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in residential sector;;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Transportation|Infrastructure;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|High-Value Chemicals|Transportation|Vehicle Stock;Mt/yr;2;Demand of high-value chemicals, a group of primary chemicals consisting of ethylene, propylene, butylenes and aromatics in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Methanol;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels;;;;;;;; +Material Demand|Chemicals|Methanol|Commercial;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in commercial sector;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Biomass;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Coal;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Gas;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Hydro;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Nuclear;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Solar;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Transmission and Distribution;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Methanol|Electricity|Wind;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Methanol|Residential;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in residential sector;;;;;;;; +Material Demand|Chemicals|Methanol|Transportation|Infrastructure;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Methanol|Transportation|Vehicle Stock;Mt/yr;2;Demand of methanol, used as precursor for various chemicals and fuels in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Commercial;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in commercial sector;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Biomass;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Coal;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Gas;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Hydro;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Nuclear;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Solar;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Transmission and Distribution;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Electricity|Wind;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Residential;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in residential sector;;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Transportation|Infrastructure;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Nitrogen Fertilizer|Transportation|Vehicle Stock;Mt/yr;3;Demand of single-nutrient nitrogen fertilizers and nitrogen containing multi-nutrient fertilizers in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Plastics;Mt/yr;3;Demand of plastics;;;;;;;; +Material Demand|Chemicals|Plastics|Commercial;Mt/yr;3;Demand of plastics in commercial sector;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity;Mt/yr;3;Demand of plastics in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Biomass;Mt/yr;3;Demand of plastics in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Coal;Mt/yr;3;Demand of plastics in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Gas;Mt/yr;3;Demand of plastics in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Hydro;Mt/yr;3;Demand of plastics in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Nuclear;Mt/yr;3;Demand of plastics in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Solar;Mt/yr;3;Demand of plastics in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Transmission and Distribution;Mt/yr;3;Demand of plastics in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Plastics|Electricity|Wind;Mt/yr;3;Demand of plastics in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Plastics|Primary;Mt/yr;4;Demand of plastics, produced from virgin feedstocks;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Commercial;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in commercial sector;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Biomass;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Coal;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Gas;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Hydro;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Nuclear;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Solar;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Transmission and Distribution;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Electricity|Wind;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Residential;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in residential sector;;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Transportation|Infrastructure;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Plastics|Primary|Transportation|Vehicle Stock;Mt/yr;4;Demand of plastics, produced from virgin feedstocks in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Plastics|Residential;Mt/yr;3;Demand of plastics in residential sector;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary;Mt/yr;4;Demand of plastics, produced in recycling processes;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Commercial;Mt/yr;4;Demand of plastics, produced in recycling processes in commercial sector;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity;Mt/yr;4;Demand of plastics, produced in recycling processes in electricity generation sector;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Biomass;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of biomass power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Coal;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of coal power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Gas;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of gas power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Hydro;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of hydro power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Nuclear;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of nuclear power plants;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Solar;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Transmission and Distribution;Mt/yr;4;Demand of plastics, produced in recycling processes in electricity transmission and distribution;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Electricity|Wind;Mt/yr;4;Demand of plastics, produced in recycling processes in construction of wind turbines;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Residential;Mt/yr;4;Demand of plastics, produced in recycling processes in residential sector;;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Transportation|Infrastructure;Mt/yr;4;Demand of plastics, produced in recycling processes in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Plastics|Secondary|Transportation|Vehicle Stock;Mt/yr;4;Demand of plastics, produced in recycling processes in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Chemicals|Plastics|Transportation|Infrastructure;Mt/yr;3;Demand of plastics in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Chemicals|Plastics|Transportation|Vehicle Stock;Mt/yr;3;Demand of plastics in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Iron and Steel|Steel;Mt/yr;2;Demand of steel commodities;;;;;;;; +Material Demand|Iron and Steel|Steel|Commercial;Mt/yr;2;Demand of steel commodities in commercial sector;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity;Mt/yr;2;Demand of steel commodities in electricity generation sector;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Biomass;Mt/yr;2;Demand of steel commodities in construction of biomass power plants;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Coal;Mt/yr;2;Demand of steel commodities in construction of coal power plants;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Gas;Mt/yr;2;Demand of steel commodities in construction of gas power plants;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Hydro;Mt/yr;2;Demand of steel commodities in construction of hydro power plants;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Nuclear;Mt/yr;2;Demand of steel commodities in construction of nuclear power plants;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Solar;Mt/yr;2;Demand of steel commodities in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Transmission and Distribution;Mt/yr;2;Demand of steel commodities in electricity transmission and distribution;;;;;;;; +Material Demand|Iron and Steel|Steel|Electricity|Wind;Mt/yr;2;Demand of steel commodities in construction of wind turbines;;;;;;;; +Material Demand|Iron and Steel|Steel|Residential;Mt/yr;2;Demand of steel commodities in residential sector;;;;;;;; +Material Demand|Iron and Steel|Steel|Transportation|Infrastructure;Mt/yr;2;Demand of steel commodities in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Iron and Steel|Steel|Transportation|Vehicle Stock;Mt/yr;2;Demand of steel commodities in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum;Mt/yr;2;Demand of aluminum;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Commercial;Mt/yr;2;Demand of aluminum in commercial sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity;Mt/yr;2;Demand of aluminum in electricity generation sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Biomass;Mt/yr;2;Demand of aluminum in construction of biomass power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Coal;Mt/yr;2;Demand of aluminum in construction of coal power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Gas;Mt/yr;2;Demand of aluminum in construction of gas power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Hydro;Mt/yr;2;Demand of aluminum in construction of hydro power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Nuclear;Mt/yr;2;Demand of aluminum in construction of nuclear power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Solar;Mt/yr;2;Demand of aluminum in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Transmission and Distribution;Mt/yr;2;Demand of aluminum in electricity transmission and distribution;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Electricity|Wind;Mt/yr;2;Demand of aluminum in construction of wind turbines;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Residential;Mt/yr;2;Demand of aluminum in residential sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Transportation|Infrastructure;Mt/yr;2;Demand of aluminum in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Non-Ferrous Metals|Aluminum|Transportation|Vehicle Stock;Mt/yr;2;Demand of aluminum in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Non-Ferrous Metals|Copper;Mt/yr;3;Demand of copper;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Commercial;Mt/yr;2;Demand of copper in commercial sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity;Mt/yr;2;Demand of copper in electricity generation sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Biomass;Mt/yr;2;Demand of copper in construction of biomass power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Coal;Mt/yr;2;Demand of copper in construction of coal power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Gas;Mt/yr;2;Demand of copper in construction of gas power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Hydro;Mt/yr;2;Demand of copper in construction of hydro power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Nuclear;Mt/yr;2;Demand of copper in construction of nuclear power plants;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Solar;Mt/yr;2;Demand of copper in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Transmission and Distribution;Mt/yr;2;Demand of copper in electricity transmission and distribution;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Electricity|Wind;Mt/yr;2;Demand of copper in construction of wind turbines;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Residential;Mt/yr;2;Demand of copper in residential sector;;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Transportation|Infrastructure;Mt/yr;2;Demand of copper in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Non-Ferrous Metals|Copper|Transportation|Vehicle Stock;Mt/yr;2;Demand of copper in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Demand|Non-Metallic Minerals|Cement;Mt/yr;2;Demand of cement;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Commercial;Mt/yr;2;Demand of cement in commercial sector;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity;Mt/yr;2;Demand of cement in electricity generation sector;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Biomass;Mt/yr;2;Demand of cement in construction of biomass power plants;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Coal;Mt/yr;2;Demand of cement in construction of coal power plants;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Gas;Mt/yr;2;Demand of cement in construction of gas power plants;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Hydro;Mt/yr;2;Demand of cement in construction of hydro power plants;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Nuclear;Mt/yr;2;Demand of cement in construction of nuclear power plants;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Solar;Mt/yr;2;Demand of cement in construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Transmission and Distribution;Mt/yr;2;Demand of cement in electricity transmission and distribution;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Electricity|Wind;Mt/yr;2;Demand of cement in construction of wind turbines;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Residential;Mt/yr;2;Demand of cement in residential sector;;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Transportation|Infrastructure;Mt/yr;2;Demand of cement in fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Demand|Non-Metallic Minerals|Cement|Transportation|Vehicle Stock;Mt/yr;2;Demand of cement in vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Stock|Iron and Steel|Steel;Mt;;Material stock of steel;;;;;;;; +Material Stock|Iron and Steel|Steel|Commercial;Mt;;Material stock of steel in the commercial sector;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity;Mt;;Material stock of steel in the electricity generation sector;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Biomass;Mt;;Material stock of steel in the construction of biomass power plants;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Coal;Mt;;Material stock of steel in the construction of coal power plants;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Gas;Mt;;Material stock of steel in the construction of gas power plants;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Hydro;Mt;;Material stock of steel in the construction of hydro power plants;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Nuclear;Mt;;Material stock of steel in the construction of nuclear power plants;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Solar;Mt;;Material stock of steel in the construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Transmission and Distribution;Mt;;Material stock of steel in the electricity transmission and distribution;;;;;;;; +Material Stock|Iron and Steel|Steel|Electricity|Wind;Mt;;Material stock of steel in the construction of wind turbines;;;;;;;; +Material Stock|Iron and Steel|Steel|Residential;Mt;;Material stock of steel in the residential sector;;;;;;;; +Material Stock|Iron and Steel|Steel|Transportation|Infrastructure;Mt;;Material stock of steel in the fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Stock|Iron and Steel|Steel|Transportation|Vehicle Stock;Mt;;Material stock of steel in the vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum;Mt;;Material stock of aluminum;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Commercial;Mt;;Material stock of aluminum in the commercial sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity;Mt;;Material stock of aluminum in the electricity generation sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Biomass;Mt;;Material stock of aluminum in the construction of biomass power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Coal;Mt;;Material stock of aluminum in the construction of coal power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Gas;Mt;;Material stock of aluminum in the construction of gas power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Hydro;Mt;;Material stock of aluminum in the construction of hydro power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Nuclear;Mt;;Material stock of aluminum in the construction of nuclear power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Solar;Mt;;Material stock of aluminum in the construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Transmission and Distribution;Mt;;Material stock of aluminum in the electricity transmission and distribution;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Electricity|Wind;Mt;;Material stock of aluminum in the construction of wind turbines;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Residential;Mt;;Material stock of aluminum in the residential sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Transportation|Infrastructure;Mt;;Material stock of aluminum in the fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Stock|Non-Ferrous Metals|Aluminum|Transportation|Vehicle Stock;Mt;;Material stock of aluminum in the vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Stock|Non-Ferrous Metals|Copper;Mt;;Material stock of copper;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Commercial;Mt;;Material stock of copper in the commercial sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity;Mt;;Material stock of copper in the electricity generation sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Biomass;Mt;;Material stock of copper in the construction of biomass power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Coal;Mt;;Material stock of copper in the construction of coal power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Gas;Mt;;Material stock of copper in the construction of gas power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Hydro;Mt;;Material stock of copper in the construction of hydro power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Nuclear;Mt;;Material stock of copper in the construction of nuclear power plants;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Solar;Mt;;Material stock of copper in the construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Transmission and Distribution;Mt;;Material stock of copper in the electricity transmission and distribution;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Electricity|Wind;Mt;;Material stock of copper in the construction of wind turbines;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Residential;Mt;;Material stock of copper in the residential sector;;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Transportation|Infrastructure;Mt;;Material stock of copper in the fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Stock|Non-Ferrous Metals|Copper|Transportation|Vehicle Stock;Mt;;Material stock of copper in the vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Material Stock|Non-Metallic Minerals|Cement;Mt;;Material stock of cement;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Commercial;Mt;;Material stock of cement in the commercial sector;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity;Mt;;Material stock of cement in the electricity generation sector;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Biomass;Mt;;Material stock of cement in the construction of biomass power plants;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Coal;Mt;;Material stock of cement in the construction of coal power plants;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Gas;Mt;;Material stock of cement in the construction of gas power plants;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Hydro;Mt;;Material stock of cement in the construction of hydro power plants;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Nuclear;Mt;;Material stock of cement in the construction of nuclear power plants;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Solar;Mt;;Material stock of cement in the construction of solar photovoltaics and concentrated solar power;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Transmission and Distribution;Mt;;Material stock of cement in the electricity transmission and distribution;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Electricity|Wind;Mt;;Material stock of cement in the construction of wind turbines;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Residential;Mt;;Material stock of cement in the residential sector;;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Transportation|Infrastructure;Mt;;Material stock of cement in the fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Material Stock|Non-Metallic Minerals|Cement|Transportation|Vehicle Stock;Mt;;Material stock of cement in the vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Scrap|Iron and Steel|Steel;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection);;;;;;;; +Scrap|Iron and Steel|Steel|Commercial;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from commercial sector;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from electricity generation sector;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Biomass;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of biomass power plants;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Coal;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of coal power plants;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Gas;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of gas power plants;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Hydro;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of hydro power plants;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Nuclear;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of nuclear power plants;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Solar;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of solar photovoltaics and concentrated solar power;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Transmission and Distribution;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from electricity transmission and distribution;;;;;;;; +Scrap|Iron and Steel|Steel|Electricity|Wind;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from construction of wind turbines;;;;;;;; +Scrap|Iron and Steel|Steel|Residential;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from residential sector;;;;;;;; +Scrap|Iron and Steel|Steel|Transportation|Infrastructure;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Scrap|Iron and Steel|Steel|Transportation|Vehicle Stock;Mt/yr;;Total potential of steel scrap material as a result of end of life products (before collection) from vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection);;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Commercial;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from commercial sector;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from electricity generation sector;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Biomass;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of biomass power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Coal;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of coal power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Gas;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of gas power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Hydro;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of hydro power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Nuclear;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of nuclear power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Solar;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of solar photovoltaics and concentrated solar power;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Transmission and Distribution;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from electricity transmission and distribution;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Electricity|Wind;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from construction of wind turbines;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Residential;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from residential sector;;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Transportation|Infrastructure;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Scrap|Non-Ferrous Metals|Aluminum|Transportation|Vehicle Stock;Mt/yr;;Total potential of aluminum scrap material as a result of end of life products (before collection) from vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Scrap|Non-Ferrous Metals|Copper;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection);;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Commercial;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from commercial sector;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from electricity generation sector;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Biomass;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of biomass power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Coal;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of coal power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Gas;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of gas power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Hydro;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of hydro power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Nuclear;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of nuclear power plants;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Solar;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of solar photovoltaics and concentrated solar power;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Transmission and Distribution;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from electricity transmission and distribution;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Electricity|Wind;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from construction of wind turbines;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Residential;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from residential sector;;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Transportation|Infrastructure;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Scrap|Non-Ferrous Metals|Copper|Transportation|Vehicle Stock;Mt/yr;;Total potential of copper scrap material as a result of end of life products (before collection) from vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;; +Scrap|Non-Metallic Minerals|Cement;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection);;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Commercial;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from commercial sector;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from electricity generation sector;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Biomass;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of biomass power plants;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Coal;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of coal power plants;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Gas;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of gas power plants;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Hydro;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of hydro power plants;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Nuclear;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of nuclear power plants;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Solar;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of solar photovoltaics and concentrated solar power;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Transmission and Distribution;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from electricity transmission and distribution;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Electricity|Wind;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from construction of wind turbines;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Residential;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from residential sector;;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Transportation|Infrastructure;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from fixed structures, installations and networks for mobility (e.g roads, bridges, rail, waterways) excluding means of transportation (e.g. cars, trains, airplanes);;;;;;;; +Scrap|Non-Metallic Minerals|Cement|Transportation|Vehicle Stock;Mt/yr;;Total potential of cement scrap material as a result of end of life products (before collection) from vehicle stock (e.g. cars, trains, airplanes, ships);;;;;;;;