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Global Urban Metabolism Data

To cite this dataset, please refer to https://doi.org/10.6084/m9.figshare.7326485.v1

148

Case Studies

465

Total Indicators

8,973

Data Points

Area Sub-area Indicator Quantity
Demographics General Area 4
Demographics General GDP per capita 4
Demographics General Nominal GDP 4
Demographics General Population 4
Demographics General Population Density 4
demography 1977 habitants\r 0
Emissions Air emissions CO 1
Emissions Air emissions CO2 1
Emissions Air emissions SO2 1
Emissions Air emissions Total air emissions 1
Emissions General CO 2
Emissions General CO2 2
Emissions General GHG Emissions 96
Emissions General NOX 2
Emissions General Particulate matter PM10 2
Emissions General SO2 2
Energy electricity consumption Electricity consumption share - commercial / institutional 19
Energy electricity consumption Electricity consumption share - industrial 21
Energy electricity consumption Electricity consumption share - other 6
Energy electricity consumption Electricity consumption share - other / agricultural irrigation and dewatering 1
Energy electricity consumption Electricity consumption share - other / agriculture 1
Energy electricity consumption Electricity consumption share - other / bulk supply + other 1
Energy electricity consumption Electricity consumption share - other / com/trnsprt 1
Energy electricity consumption Electricity consumption share - other / conv/trans/distr losses 1
Energy electricity consumption Electricity consumption share - other / energy industry 1
Energy electricity consumption Electricity consumption share - other / exports 1
Energy electricity consumption Electricity consumption share - other / institutional 1
Energy electricity consumption Electricity consumption share - other / licenses 1
Energy electricity consumption Electricity consumption share - other / public lighting 2
Energy electricity consumption Electricity consumption share - other / public water works and sewage pump 1
Energy electricity consumption Electricity consumption share - other / public water works and street 1
Energy electricity consumption Electricity consumption share - residential 22
Energy electricity consumption Electricity consumption share - transportation 13
Energy electricity consumption Electricity consumption share - transportation / railway 1
Energy electricity consumption Energy use by energy type - All other energy 210
Energy electricity consumption Energy use by energy type - Imported electricity and urban hydropower 210
Energy electricity sources Coal 51
Energy electricity sources GHG emissions factor 28
Energy electricity sources Hydropower 40
Energy electricity sources Natural gas 44
Energy electricity sources Nuclear 36
Energy electricity sources Off-site solar 27
Energy electricity sources Off-site wind 38
Energy electricity sources Oil 48
Energy electricity sources Other 2
Energy electricity sources Other / biomass 7
Energy electricity sources Other / waste and others 2
Energy energy consumption Energy use by energy type - Food 210
Energy energy consumption energy consumption - residential 69
Energy energy consumption energy consumption - residential from coal 35
Energy energy consumption energy consumption - residential from electricity 35
Energy energy consumption energy consumption - residential from natural gas 35
Energy energy consumption energy consumption - residential from other sourcea 1
Energy energy consumption energy consumption - residential from petroleum products 35
Energy energy consumption energy consumption - transport 1
Energy energy consumption energy consumption share - industrial 1
Energy energy consumption energy consumption share - industrial from coal 1
Energy energy consumption energy consumption share - industrial from electricity 1
Energy energy consumption energy consumption share - industrial from natural gas 1
Energy energy consumption energy consumption share - industrial from other sourcea 1
Energy energy consumption energy consumption share - industrial from petroleum products 1
Energy energy consumption energy consumption share - others 1
Energy energy consumption energy consumption share - others from coal 1
Energy energy consumption energy consumption share - others from electricity 1
Energy energy consumption energy consumption share - others from natural gas 1
Energy energy consumption energy consumption share - others from other sourcea 1
Energy energy consumption energy consumption share - others from petroleum products 1
Energy energy consumption energy consumption share - residential 1
Energy energy consumption energy consumption share - residential from coal 1
Energy energy consumption energy consumption share - residential from electricity 1
Energy energy consumption energy consumption share - residential from natural gas 1
Energy energy consumption energy consumption share - residential from other sourcea 1
Energy energy consumption energy consumption share - residential from petroleum products 1
Energy energy consumption energy consumption share - transport 1
Energy energy consumption energy consumption share - transport from coal 1
Energy energy consumption energy consumption share - transport from electricity 1
Energy energy consumption energy consumption share - transport from natural gas 1
Energy energy consumption energy consumption share - transport from other sourcea 1
Energy energy consumption energy consumption share - transport from petroleum products 1
Energy energy consumption energy consumption- industrial 1
Energy energy consumption energy consumption- industrial from coal 1
Energy energy consumption energy consumption- industrial from electricity 1
Energy energy consumption energy consumption- industrial from natural gas 1
Energy energy consumption energy consumption- industrial from other sourcea 1
Energy energy consumption energy consumption- industrial from petroleum products 1
Energy energy consumption energy consumption- others 1
Energy energy consumption energy consumption- others from coal 1
Energy energy consumption energy consumption- others from electricity 1
Energy energy consumption energy consumption- others from natural gas 1
Energy energy consumption energy consumption- others from other sourcea 1
Energy energy consumption energy consumption- others from petroleum products 1
Energy energy consumption energy consumption- transport 34
Energy energy consumption energy consumption- transport from coal 1
Energy energy consumption energy consumption- transport from electricity 1
Energy energy consumption energy consumption- transport from natural gas 1
Energy energy consumption energy consumption- transport from other sourcea 1
Energy energy consumption energy consumption- transport from petroleum products 35
Energy energy consumption Energy use by energy type - Coal 210
Energy energy consumption Energy use by energy type - Feed (draught animals) 210
Energy energy consumption Energy use by energy type - Fuel (transport) 210
Energy energy consumption Energy use by energy type - Fuel wood 210
Energy energy consumption Energy use by energy type - Natural gas 210
Energy energy consumption Energy use by energy type - Oil (mostly heating) 210
Energy energy sources Coal 2
Energy energy sources Electricity 2
Energy energy sources Natural gas 2
Energy energy sources Petroleum products 2
Energy MFA indicators Aggregate indicators of energy use - Energy use per capita 210
Energy MFA indicators Aggregate indicators of energy use - Technical energy per capita 210
Energy MFA indicators Aggregate indicators of energy use - Technical energy use 210
Energy MFA indicators Aggregate indicators of energy use - Total energy use 210
Energy mobile 10-year growth rate 2001-2011 - Total energy consumption (stationary + mobile) 1
Energy mobile 10-year growth rate 2001-2011 - Total energy consumption - transportation excluding marine/jet fuel 18
Energy mobile Diesel 57
Energy mobile Gasoline 58
Energy mobile Jet fuel 43
Energy mobile Marine fuel 18
Energy mobile Other 6
Energy mobile Other / aviation gasoline 3
Energy mobile Other / biodiesel 2
Energy mobile Other / CNG 1
Energy mobile Other / compressed natural gas 3
Energy mobile Other / diesel oil 3
Energy mobile Other / Electric traction 1
Energy mobile Other / electricity (Metro rail) 3
Energy mobile Other / Ethanel 1
Energy mobile Other / ethanol 6
Energy mobile Other / fuel oil 5
Energy mobile Other / kerosene 13
Energy mobile Other / LPG 2
Energy mobile Other / LPG (auto) 5
Energy mobile Other / natural gas 14
Energy mobile Other / oil 1
Energy mobile Other / oil products 4
Energy mobile Total energy consumption (heating + ind. fuels) 56
Energy mobile Total energy consumption (res & comm heating) 12
Energy mobile Total energy consumption - stationary + mobile 3
Energy mobile Total energy consumption - transportation excluding marine/jet fuel 65
Energy stationary 10-year growth rate in Total Electricity Consumption 2001-2011 18
Energy stationary Biomass/biofuels 37
Energy stationary Coal 47
Energy stationary Electrical line losses 51
Energy stationary Electricity consumption (GWh) - renewable 37
Energy stationary Electricity consumption - grid 342
Energy stationary Energy use by energy type - Coal 34
Energy stationary Fuel oil 40
Energy stationary Natural gas 326
Energy stationary Other 19
Energy stationary Other / coal products 2
Energy stationary Other / crude oil 2
Energy stationary Other / diesel 9
Energy stationary Other / furnace oil 9
Energy stationary Other / heat 2
Energy stationary Other / kerosene 5
Energy stationary Other / kerosene, LPG, coal, waste, oil 1
Energy stationary Other / LPG 4
Energy stationary Other / LPG (bulk + packed) 9
Energy stationary Other / lubes & greases 9
Energy stationary Other / mineral oil 9
Energy stationary Other / other oil products 6
Energy stationary Other / stream 1
Energy stationary Other / Town gas 2
Energy stationary Petroleum products 36
Energy stationary Total electricity consumption 134
Energy stationary Total energy consumption (heating + ind. fuels) 11
Energy stationary Total energy consumption (res & comm heating) 2
Energy stationary energy consumption commercial/institutional 1
Energy stationary energy consumption industrial 1
Energy stationary energy consumption other / transport 1
Energy stationary energy consumption residential 1
Energy stationary energy consumption Stationary Energy Consumption - commercial/institutional 11
Energy stationary energy consumption Stationary Energy Consumption - industrial 14
Energy stationary energy consumption Stationary Energy Consumption - other 1
Energy stationary energy consumption Stationary Energy Consumption - other / institutional, other 1
Energy stationary energy consumption Stationary Energy Consumption - other / res/com 1
Energy stationary energy consumption Stationary Energy Consumption - other / transportation 1
Energy stationary energy consumption Stationary Energy Consumption - other / trnsprt 1
Energy stationary energy consumption Stationary Energy Consumption - residential 13
Energy total 10-year growth rate 2001-2011 - Total energy consumption (stationary + mobile) 19
Energy total Total energy consumption - stationary + mobile 101
Energy consumption Energy source Coal 2
Energy consumption Energy source Electricity 2
Energy consumption Energy source Natural Gas 2
Energy consumption Energy source Petroleum Products 2
Energy consumption Industrial Coal 1
Energy consumption Industrial Electricity 1
Energy consumption Industrial Natural Gas 1
Energy consumption Industrial Other 1
Energy consumption Industrial Petroleum Products 1
Energy consumption Others Coal 1
Energy consumption Others Electricity 1
Energy consumption Others Natural Gas 1
Energy consumption Others Other 1
Energy consumption Others Petroleum Products 1
Energy consumption Residential Coal 1
Energy consumption Residential Electricity 1
Energy consumption Residential Natural Gas 1
Energy consumption Residential Other 1
Energy consumption Residential Petroleum Products 1
Energy consumption Transport Coal 1
Energy consumption Transport Electricity 1
Energy consumption Transport Natural Gas 1
Energy consumption Transport Other 1
Energy consumption Transport Petroleum Products 1
Local consumption General Local consumption 4
Material input General Material input 4
Materials biomass biomass - imports 1
Materials biomass Biomass - local extraction 3
Materials biomass Domestic Extraction - biomass 10
Materials biomass Domestic Extraction - biomass - agriculture 10
Materials biomass Domestic Extraction - biomass - forestry 10
Materials biomass Domestic Extraction - biomass - gazing 10
Materials biomass Exports - Biomass and biomass products 10
Materials biomass Food - consumption 7
Materials biomass Food - net import 6
Materials biomass Food - Other - consumption 3
Materials biomass Food - Other - consumption / cereals 4
Materials biomass Food - Other - consumption / cereals - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / cereals - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / cereals - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / dairy 2
Materials biomass Food - Other - consumption / dairy products 1
Materials biomass Food - Other - consumption / dairy products - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / dairy products - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / dairy products - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / fruits 3
Materials biomass Food - Other - consumption / fruits - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / fruits - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / fruits - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / maize 1
Materials biomass Food - Other - consumption / meat 2
Materials biomass Food - Other - consumption / meat and beans 1
Materials biomass Food - Other - consumption / meat and beans - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / meat and beans - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / meat and beans - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / oild and fat 1
Materials biomass Food - Other - consumption / oild and fat - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / oild and fat - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / oild and fat - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / pulses and pulse products 3
Materials biomass Food - Other - consumption / rice 2
Materials biomass Food - Other - consumption / Seasonings/condiments/miscellaneous 1
Materials biomass Food - Other - consumption / Seasonings/condiments/miscellaneous - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / Seasonings/condiments/miscellaneous - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / Seasonings/condiments/miscellaneous - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / soybean 1
Materials biomass Food - Other - consumption / sugar and candies 1
Materials biomass Food - Other - consumption / sugar and candies - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / sugar and candies - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / sugar and candies - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / vegetables 4
Materials biomass Food - Other - consumption / vegetables - by socioeconomic stratum - high 1
Materials biomass Food - Other - consumption / vegetables - by socioeconomic stratum - low 1
Materials biomass Food - Other - consumption / vegetables - by socioeconomic stratum - middle 1
Materials biomass Food - Other - consumption / wheat 2
Materials biomass Food - Other - net import / cereals 1
Materials biomass Food - Other - net import / maize 1
Materials biomass Food - Other - net import / pulses and pulse products 1
Materials biomass Food - Other - net import / rice 2
Materials biomass Food - Other - net import / soybean 1
Materials biomass Food - Other - net import / vegetables 1
Materials biomass Food - Other - net import / wheat 2
Materials biomass Food - Other - production / cereals 1
Materials biomass Food - Other - production / maize 1
Materials biomass Food - Other - production / pulses and pulse products 1
Materials biomass Food - Other - production / rice 2
Materials biomass Food - Other - production / soybean 1
Materials biomass Food - Other - production / vegetables.(potato) 1
Materials biomass Food - Other - production / wheat 2
Materials biomass Food - Other - total 1
Materials biomass Food - Other - total - by socioeconomic stratum - high 1
Materials biomass Food - Other - total - by socioeconomic stratum - low 1
Materials biomass Food - Other - total - by socioeconomic stratum - middle 1
Materials biomass Food - production 9
Materials biomass Imports - Biomass and biomass products 10
Materials biomass Phosphorus 1
Materials biomass pulp & paper - consumption 1
Materials biomass pulp & paper - net import 1
Materials biomass pulp & paper - production 1
Materials building materials Black soil - production - construction waste 1
Materials building materials Cement - consumption 12
Materials building materials Cement - net import 9
Materials building materials Cement - production 21
Materials building materials Cement and aggregated waste - production - construction waste 1
Materials building materials Cement, bulk - consumption 1
Materials building materials Cement, packed - consumption 1
Materials building materials Clay - production - construction waste 1
Materials building materials Export of cement 1
Materials building materials Fill material with floor and tiles - production - construction waste 1
Materials building materials Fill material with rocks - production - construction waste 1
Materials building materials Imports of building materials 1
Materials building materials Imports of cement 1
Materials building materials Imports of metals 1
Materials building materials Mud - production - construction waste 1
Materials building materials Other construction materials - consumption 1
Materials building materials Saturated material mixed with soil - production - construction waste 1
Materials building materials Steel - consumption 12
Materials building materials Steel - net import 10
Materials building materials Steel - production 16
Materials chemical products Exports - Chemical products 10
Materials chemical products Imports - Chemical products 10
Materials emissions Emissions to air 3
Materials fossil fuels Exports - Fossils and fossil products 10
Materials fossil fuels Fossil fuels - imports 4
Materials fossil fuels Fossil fuels - local extraction 3
Materials fossil fuels Imports - Fossils and fossil products 10
Materials fossil fuels plastic - consumption 1
Materials fossil fuels plastic - net import 1
Materials fossil fuels plastic - production 1
Materials Material flows Exports of steel 1
Materials metallic minerals metallic minerals - imports 1
Materials MFA indicator Balancing inputs - oxygen (combustion) 3
Materials MFA indicator Balancing outputs - water (combustion) 3
Materials MFA indicator Direct Material Input - DMI 10
Materials MFA indicator Dissipative flows 3
Materials MFA indicator DMC 6
Materials MFA indicator DMC per capita 16
Materials MFA indicator DMC per GDP 10
Materials MFA indicator DMI 7
Materials MFA indicator DMI per capita 16
Materials MFA indicator DMI per GDP 10
Materials MFA indicator DMI: biomass 1
Materials MFA indicator DMI: energy carriers 1
Materials MFA indicator DMI: minerals 1
Materials MFA indicator DMO 1
Materials MFA indicator Domestic Extraction 10
Materials MFA indicator Domestic Material Consumption 3
Materials MFA indicator Domestic Material Consumption (corr.) 3
Materials MFA indicator Domestic Material Consumption - DMC 10
Materials MFA indicator Domestic material input - DMI 3
Materials MFA indicator Domestic material output (DMO) 3
Materials MFA indicator DPO 3
Materials MFA indicator Ecological footprint 1
Materials MFA indicator Exported flows to nature 3
Materials MFA indicator Exports 10
Materials MFA indicator Exports excluding wastes 3
Materials MFA indicator Imports 10
Materials MFA indicator LEPO 3
Materials MFA indicator NAS 1
Materials MFA indicator Net addition to stock (NAS) 3
Materials MFA indicator Total - imports 2
Materials MFA indicator Total - local extraction 1
Materials MFA indicator Total exports 3
Materials minerals Minerals - local extraction 3
Materials non metallic minerals non metallic minerals - imports 1
Materials ores Exports - Ores and industrial minerals 10
Materials ores Imports - Ores and industrial minerals 10
Materials other Exports - Other exports 10
Materials other Exports - Other industry products 10
Materials other Imports - Other imports 10
Materials other Imports - Other industry products 10
Materials other Other - consumption 1
Materials other Other - consumption / aluminum 3
Materials other Other - consumption / paints & ceramic tiles 3
Materials other Other - consumption / plastic 1
Materials other Other - consumption / pulp and paper 1
Materials other Other - consumption / rice 1
Materials other Other - consumption / sawi 1
Materials other Other - consumption / spinach 1
Materials other Other - consumption / water spinach 1
Materials other Other - net import 1
Materials other Other - net import / bricks and tiles 1
Materials other Other - production 2
Materials other Other - production / aluminum 3
Materials other Other - production / paints & ceramic tiles 3
Materials other Other - production / plastic 1
Materials other Other - production / pulp and paper 1
Materials other Other - production / rice 1
Materials other Other - production / sawi 1
Materials other Other - production / spinach 1
Materials other Other - production / water spinach 1
Materials other other / fruit & veg 1
Materials other other / meat & poultry 1
Materials other other / prepared foods 1
Materials other other / solid fats 1
Materials other other / sweet snacks 1
Materials other Others - imports 3
Materials total Total - exports 1
Materials total Total - imports 3
Materials total Total - local extraction 2
Materials total Total Materials - consumption 1
Materials total Total Materials - net import 1
Materials total Total Materials - production 1
Materials waste Recycling - external 3
Materials waste Recycling - local 3
Materials waste Recycling - total 3
Materials waste Waste landfilled 3
Materials waste Wastes exported 3
Materials water Emissions to water 3
Urban Characteristics demography Brinkhoff population 27
Urban Characteristics demography Population 312
Urban Characteristics demography Population density 7
Urban Characteristics demography Population growth rate 2001-11 26
Urban Characteristics economy 10-year growth rate in GDP 2001 to 2011 21
Urban Characteristics economy GDP 148
Urban Characteristics economy GDP per capita 1
Urban Characteristics economy Number of vehicles 1
Urban Characteristics economy Passenger cars 1
Urban Characteristics land use Building gross floor area - comercial 2
Urban Characteristics land use Building gross floor area - comercial and institutional 17
Urban Characteristics land use Building gross floor area - Industrial 6
Urban Characteristics land use Building gross floor area - public national and provincial 2
Urban Characteristics land use Building gross floor area - residential 22
Urban Characteristics land use Building gross floor area - residential per capita 21
Urban Characteristics land use Building gross floor area - total 22
Urban Characteristics land use Building gross floor area - total per capita 19
Urban Characteristics land use Land area 38
Urban Characteristics land use Urbanized area 21
Urban Characteristics weather Annnual precipitation 28
Urban Characteristics weather Annual solar radiation 21
Urban Characteristics weather Cooling degree days 27
Urban Characteristics weather Heating degree days 27
Waste final disposal 10-year growth rate in solid waste disposal 2001-2011 15
Waste final disposal Reusable waste recovered 1
Waste final disposal Reusable waste to treatment plant 1
Waste final disposal Solid waste disposal - land 61
Waste final disposal Solid waste disposed in landfill 1
Waste final disposal Total solid waste disposal 65
Waste final disposal Waste compost 4
Waste final disposal Waste incineration 44
Waste generation Generation of Hospital solid waste 1
Waste generation Generation of Household solid waste 1
Waste generation Generation of Household solid waste - by socioeconomic stratum - high 1
Waste generation Generation of Household solid waste - by socioeconomic stratum - low 1
Waste generation Generation of Household solid waste - by socioeconomic stratum - middle 1
Waste generation Generation of Household solid waste by other sectors 1
Waste generation Generation of Inorganic solid waste 1
Waste generation Generation of Inorganic solid waste - by socioeconomic stratum - high 1
Waste generation Generation of Inorganic solid waste - by socioeconomic stratum - low 1
Waste generation Generation of Inorganic solid waste - by socioeconomic stratum - middle 1
Waste generation Generation of Organic solid waste 1
Waste generation Generation of Organic solid waste - by socioeconomic stratum - high 1
Waste generation Generation of Organic solid waste - by socioeconomic stratum - low 1
Waste generation Generation of Organic solid waste - by socioeconomic stratum - middle 1
Waste generation Generation of solid waste kg per capita/day 1
Waste generation Generation of Total household solid waste 1
Water consumption 10-year growth rate in water consumption 2001-2011 15
Water consumption Line losses 49
Water consumption Line losses as a percentage of consumption 48
Water consumption Total water consumption - excluding line losses 592
Water consumption Total water consumption - including line losses 902
Water consumption Water Consumption - excluding line losses 62
Water consumption Water Production 47
Water consumption Water Production - ground water 42
Water consumption Water Production - surface water 41
Water Wastewater Wastewater Loading 32
Water Wastewater Wastewater Volume 52
Water Wastewater production water consumption - houlseholds 3
Water Wastewater production water consumption - houlseholds socioeconomic stratum E1 2
Water Wastewater production water consumption - houlseholds socioeconomic stratum E2 1
Water Wastewater production water consumption - houlseholds socioeconomic stratum E3 2
Water Wastewater production water consumption - houlseholds socioeconomic stratum E4 2
Water Wastewater production water consumption - houlseholds socioeconomic stratum E5 2
Water Wastewater production water consumption - houlseholds socioeconomic stratum E6 2
Water Wastewater production water consumption - industrial sector 3
Water Wastewater production water consumption - service and commerce 3
Water water consumption water consumption - houlseholds 3
Water water consumption water consumption - houlseholds socioeconomic stratum E1 2
Water water consumption water consumption - houlseholds socioeconomic stratum E2 2
Water water consumption water consumption - houlseholds socioeconomic stratum E3 2
Water water consumption water consumption - houlseholds socioeconomic stratum E4 2
Water water consumption water consumption - houlseholds socioeconomic stratum E5 2
Water water consumption water consumption - houlseholds socioeconomic stratum E6 2
Water water consumption water consumption - industrial sector 3
Water water consumption water consumption - service and commerce 3