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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1512751 | Cities 2021 | 2021 | 859187 | Saiki City | Japan | East Asia | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 3 | Medium Goods vehicles (MGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512752 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | 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 | 01/20/2022 02:27:05 | |||
| 1512753 | Cities 2021 | 2021 | 59653 | City of Manhattan Beach, 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. | 3 | Means of implementation | 2 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 1512754 | Cities 2021 | 2021 | 859161 | Akaiwa City | Japan | East Asia | 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) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512755 | Cities 2021 | 2021 | 58590 | City of Easton, PA | 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. | 2 | Action title | 2 | 01/20/2022 02:27:05 | ||||
| 1512756 | Cities 2021 | 2021 | 74673 | İzmir Metropolitan Municipality | Turkey | 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. | 5 | Means of implementation | 2 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 1512757 | Cities 2021 | 2021 | 859192 | Tokunoshima 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 23 | AFOLU > Land use | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512758 | Cities 2021 | 2021 | 840425 | Skövde kommun | Sweden | Europe | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 5 | Areas covered by action plan | 2 | Waste | 01/20/2022 02:27:05 | |||
| 1512759 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | Sweden | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 1 | Source | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512760 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | 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. | 1 | Direct emissions (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | 01/20/2022 02:27:05 | |||
| 1512761 | Cities 2021 | 2021 | 54623 | Prefeitura de Betim | Brazil | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 1512762 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | Southeast Asia and Oceania | 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 | 4 | Wind | 01/20/2022 02:27:05 | ||||
| 1512763 | Cities 2021 | 2021 | 54291 | Chengdu Municipal Government | China | East Asia | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 3 | Focus area of plan | 0 | 01/20/2022 02:27:05 | ||||
| 1512764 | Cities 2021 | 2021 | 862573 | Regional District of Central Kootenay, BC | Canada | 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. | 6 | Most relevant assets / services affected overall | 6 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 1512765 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | 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. | 3 | Means of implementation | 12 | Policy and regulation | 01/20/2022 02:27:05 | |||
| 1512766 | Cities 2021 | 2021 | 845307 | Zarcero | Costa Rica | Latin America | 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. | 3 | Fuel type or activity | 3 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512767 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | East 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. | 12 | Target year absolute emissions (metric tonnes CO2e) | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512768 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 4 | Units | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512769 | Cities 2021 | 2021 | 31146 | Addis Ababa City Administration | Ethiopia | Africa | 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 | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512770 | Cities 2021 | 2021 | 55419 | City of Miramar, FL | United States of America | North 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) | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512771 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | 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 | 5 | Construction of 2 new eco-districts comprising 17,000 inhabitants and jobs | 01/20/2022 02:27:05 | |||
| 1512772 | Cities 2021 | 2021 | 73252 | Pemba Municipality | Mozambique | Africa | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 1 | Number of charging points | 2 | Fast 7-22kw | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512773 | Cities 2021 | 2021 | 859066 | Ashoro-Town | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 1 | Passenger Transport: Private cars | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512774 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | 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 | ||
| 1512775 | Cities 2021 | 2021 | 834157 | Hang Tuah Jaya Municipal Council | Malaysia | 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 | 7 | Transportation – Scope 3 (II.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512776 | Cities 2021 | 2021 | 54026 | City of Tacoma, WA | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512777 | Cities 2021 | 2021 | 831152 | Municipio de San Pedro de Urabá | Colombia | 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). | 1 | Installed capacity (MW) | 5 | Bioenergy (Biomass and Biofuels) | 01/20/2022 02:27:05 | ||||
| 1512778 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | Europe | 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. | 10 | Percentage reduction target in emissions intensity | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512779 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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. | 2 | Number of buses | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 1512780 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512781 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 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. | 13 | Finance status | 10 | Intentional response not to include numerical figures in column for total costs. . | 01/20/2022 02:27:05 | |||
| 1512782 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | United States of America | North America | 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. | 7 | Emission factor unit (numerator) | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512783 | Cities 2021 | 2021 | 74563 | Town of Guilford, VT | 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) | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 1512784 | Cities 2021 | 2021 | 859095 | Mizuho 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512785 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 7 | Percentage of energy efficiency improvement in target year compared to base year levels | 1 | 5 | 01/20/2022 02:27:05 | ||||
| 1512786 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | 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. | 16 | Majority funding source | 3 | 01/20/2022 02:27:05 | ||||
| 1512787 | Cities 2021 | 2021 | 36254 | Comune di Venezia | 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. | 1 | Mitigation action | 26 | Private Transport > Transportation demand management | these are draft actions, the mitigation plan has not been approved yet. Il contains 48 mitigation actions at it will be apporved by Dec 2021 with the CAP. In 2022 a SECAP will be approved by the City Council | 01/20/2022 02:27:05 | ||
| 1512788 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | Africa | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.8 | Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why. | 2 | Primary reason for change | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512789 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 4 | Emissions factors used | 1 | IPCC | 01/20/2022 02:27:05 | |||
| 1512790 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | Costa Rica | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 6 | In-land waterways | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512791 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | Costa Rica | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 2 | Web link | 10 | https://munibelen-my.sharepoint.com/:w:/g/personal/ambiental_belen_go_cr/ESO86JFJdChGi8hstwAo_SABYUVf3pvUr-K65lDyn2n12w?e=wI37Tw | 01/20/2022 02:27:05 | |||
| 1512792 | Cities 2021 | 2021 | 54529 | City of Leicester | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 3 | Comment | 1 | Energy Poverty | Under the LILEE indicator, a household is considered to be fuel poor if: - they are living in a property with a fuel poverty energy efficiency rating of band D or belowand - when they spend the required amount to heat their home, they are left with a residual income below the official poverty lineN.B. Data comes from UK Fuel poverty sub-regional statistics: https://www.gov.uk/government/collections/fuel-poverty-sub-regional-statistics | 01/20/2022 02:27:05 | |||
| 1512793 | Cities 2021 | 2021 | 60029 | City of Cagayan de Oro | Philippines | 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. | 12 | Total cost provided by the local government (currency) | 6 | 01/20/2022 02:27:05 | ||||
| 1512794 | Cities 2021 | 2021 | 3417 | New York City, NY | United States of America | North America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 10 | Percentage of target achieved | 2 | 9 | 01/20/2022 02:27:05 | ||||
| 1512795 | Cities 2021 | 2021 | 73795 | Girardota | Colombia | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 10 | Please indicate to which energy sector(s) the target applies (Multiple choice) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1512796 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | Europe | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 3 | In 2020, an analysis on infrastructure of alternative fuels was commissioned and carried out. It describes the current vehicle fleet and infrastructure in Trondheim, as well as scenarios showing the development in the same segment up to 2030. The analysis also contains recommendations for effective measures and instruments. The phasing in of vehicles on biogas, electricity and hydrogen - and charging / filling stations for this - is crucial for Trondheim to achieve its climate goals. | 01/20/2022 02:27:05 | |||
| 1512797 | Cities 2021 | 2021 | 54527 | Stadt Bern | Switzerland | Europe | 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) | 8 | Transportation > On-road | 17416 | 01/20/2022 02:27:05 | ||
| 1512798 | Cities 2021 | 2021 | 10806 | London Borough of Enfield | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 4 | Status of financing | 1 | Project partially funded and seeking additional funding | 01/20/2022 02:27:05 | |||
| 1512799 | Cities 2021 | 2021 | 74418 | Town of Breckenridge, CO | United States of America | North America | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 14 | Update/revision process in place for the Adaptation Plan | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512800 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | 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. | 2 | Action | 8 | Community engagement/education | 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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