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2021 Full Cities Dataset
| Row number | Questionnaire | Year Reported to CDP | Account Number | Organization | Country | CDP Region | Parent Section | Section | Question Number | Question Name | Column Number | Column Name | Row Number | Row Name | Response Answer | Comments | File Name | Last update |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 147901 | Cities 2021 | 2021 | 50387 | Prefeitura de Guarulhos | Brazil | Latin America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 3 | Year data applies to | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 147902 | Cities 2021 | 2021 | 832078 | Município de Mafra | Portugal | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 8 | Total Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 147903 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North America | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 1 | Installed capacity (MW) | 4 | Wind | 0 | 01/20/2022 02:27:05 | |||
| 147904 | Cities 2021 | 2021 | 850304 | Vyas Municipality | Nepal | South and West Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147905 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 13 | Total electricity consumption (MWh) | 1 | Electricity source | 4312602 | 01/20/2022 02:27:05 | |||
| 147906 | Cities 2021 | 2021 | 63941 | Broward County, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 147907 | Cities 2021 | 2021 | 859253 | Mora kommun | Sweden | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 5 | Number of monitoring stations | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147908 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 5 | Base year | 1 | 01/20/2022 02:27:05 | ||||
| 147909 | Cities 2021 | 2021 | 50391 | Prefeitura de Manaus | Brazil | Latin America | 13. Waste | 13.1 | How much of the solid waste generated in your city is disposed to landfill or incineration (tonnes/year)? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 147910 | Cities 2021 | 2021 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 1 | Pilot/demonstration projects | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 147911 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 21 | Name of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147912 | Cities 2021 | 2021 | 31174 | Moscow Government | Russian Federation | Europe | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 8 | Web link | 4 | 01/20/2022 02:27:05 | ||||
| 147913 | Cities 2021 | 2021 | 59633 | City of Santa Cruz, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 23 | Attach reference document | 1 | 01/20/2022 02:27:05 | ||||
| 147914 | Cities 2021 | 2021 | 58485 | Abington Township, PA | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 147915 | Cities 2021 | 2021 | 859141 | Takashima City | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 1 | Kg/Year/Capita | 1 | Meat consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147916 | Cities 2021 | 2021 | 60408 | Municipalidad de Talca | Chile | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 15 | Does this target align to a requirement from a higher level of government? | 1 | 01/20/2022 02:27:05 | ||||
| 147917 | Cities 2021 | 2021 | 826396 | Munícipio de Sintra | Portugal | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 2 | Electric | Data not available. | No available information. | 01/20/2022 02:27:05 | ||
| 147918 | Cities 2021 | 2021 | 35880 | Municipality of Porto Alegre | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 11 | Transportation > Aviation | 01/20/2022 02:27:05 | |||
| 147919 | Cities 2021 | 2021 | 54335 | Government of the City of Yogyakarta | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 6 | Transportation – Scope 2 (II.X.2) | 01/20/2022 02:27:05 | |||
| 147920 | Cities 2021 | 2021 | 826446 | City of Bradford | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 8 | Energy savings (MWh) | 6 | 01/20/2022 02:27:05 | ||||
| 147921 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 24 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147922 | Cities 2021 | 2021 | 859118 | Hara Village | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 147923 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 21 | Total IPPU | 01/20/2022 02:27:05 | |||
| 147924 | Cities 2021 | 2021 | 31113 | City of Yokohama | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 10 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 1 | 15113000 | 01/20/2022 02:27:05 | |||
| 147925 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 147926 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 10 | Timescale of reduction / savings / energy production | 2 | Projected lifetime | 01/20/2022 02:27:05 | |||
| 147927 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 2 | Action title | 3 | Amarante- Marão, A natureza é o destino | 01/20/2022 02:27:05 | |||
| 147928 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | Europe | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 16 | Enhanced climate change adaptation | 01/20/2022 02:27:05 | |||
| 147929 | Cities 2021 | 2021 | 826450 | Durham County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 4 | New buildings | Question not applicable | 01/20/2022 02:27:05 | |||
| 147930 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 3 | Average concentration for second most recent year available (ug/m3) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147931 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 01/20/2022 02:27:05 | |||
| 147932 | Cities 2021 | 2021 | 3422 | Greater London Authority | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 7 | Target year | 1 | 2030 | 01/20/2022 02:27:05 | ||||
| 147933 | Cities 2021 | 2021 | 859056 | Kutchan Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 147934 | Cities 2021 | 2021 | 55166 | City of Tsukuba | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 5 | Target year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 147935 | Cities 2021 | 2021 | 848135 | San Pedro de la Paz | Chile | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 2 | Stationary Energy: energy use – Scope 2 (I.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 147936 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | Brazil | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 10 | Majority funding source | 13 | Local | 01/20/2022 02:27:05 | |||
| 147937 | Cities 2021 | 2021 | 54066 | City of Fort Collins, CO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 3 | Current probability of hazard | 3 | High | 01/20/2022 02:27:05 | |||
| 147938 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 3 | Don't differ | 01/20/2022 02:27:05 | |||
| 147939 | Cities 2021 | 2021 | 848135 | San Pedro de la Paz | Chile | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 13 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 147940 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7b | Please explain why you do not measure your local government Scope 3 emissions and detail your plans to do so in the future, if any. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 147941 | Cities 2021 | 2021 | 54268 | Dunedin City Council | New Zealand | Southeast Asia and Oceania | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 5 | Construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 147942 | Cities 2021 | 2021 | 36494 | Comune di Padova | Italy | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 12 | Action description and implementation progress | 3 | The implementation of the Sustainable Urban Mobility Plan, with a long term perspective to 2030 will allow:1. Integration between transport systems;2. Development of collective mobility;3. Pedestrian and cycling mobility systems;4. Shared motorized mobility systems (sharing);5. Fleet renewal, introduction of vehicles with low polluting impact and high energy efficiency;6. Rationalization of urban logistics;7. Dissemination of the culture related to mobility safety and risk reduction.Actions under the SUMP to reduce the demand for mobility• Mobility Management. • Parking management. • Sharing mobility. • Low Emission Zone. • Traffic calming. • Intelligent traffic management. Actions envisaged by the SUMP for the enhancement of Local Public Transport • Railway lines. • Tram lines. • Public transport lines by road. • Intermodality. Actions envisaged by the SUMP for the enhancement of cycling and pedestrian mobility• New cycle networks and improvement of existing ones. • Bike parking. • Bike sharing solutions. • Metrominutoproject: sustainable mobility project that aims to increase pedestrian mobility. | 01/20/2022 02:27:05 | |||
| 147943 | Cities 2021 | 2021 | 74560 | City of Moab, UT | United States of America | North America | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 1 | Name of verifier and attach verification certificate | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 147944 | Cities 2021 | 2021 | 859135 | Higashiura Town | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 3 | Passenger Transport: Public Transport (LRT/MRT/Railway) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147945 | Cities 2021 | 2021 | 53921 | City of Tempe, AZ | United States of America | North America | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 5 | Risk description | 1 | As a desert city, water scarcity is already an issue for Tempe. An increase in temperature as well as an increase in population has put extreme water stress on the region. | 01/20/2022 02:27:05 | |||
| 147946 | Cities 2021 | 2021 | 43908 | City of Milwaukee, WI | United States of America | North America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 3 | Average concentration for second most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 147947 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 1 | Factors that affect ability to adapt | 1 | Access to basic services | 01/20/2022 02:27:05 | |||
| 147948 | Cities 2021 | 2021 | 60168 | Derry City & Strabane | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | When do you first expect to experience those changes in frequency and intensity? | 8 | Short-term (by 2025) | 01/20/2022 02:27:05 | |||
| 147949 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 2 | Disaster preparedness | 01/20/2022 02:27:05 | |||
| 147950 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | United States of America | North America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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