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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 117951 | Cities 2021 | 2021 | 31167 | City of Lagos | Nigeria | Africa | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 1 | The Lagos State Government has initiated a new reform in the waste management Sector which will lead to the development of new sanitary landfill sites, rehabilitation and redevelopment of new Transfer Loading Stations.This initiative is expected to draw investment from the Private Sectors and big players in the Waste Management Industry for a better service delivery along the total value chain.In addition, a total 30,000 new jobs will be created under this new initiative. | 01/20/2022 02:27:05 | |||
| 117952 | Cities 2021 | 2021 | 31110 | Comune di Roma Capitale | 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. | 4 | Implementation status | 5 | Scoping | All actions will be formally described after the adoption of the SECAP | 01/20/2022 02:27:05 | ||
| 117953 | Cities 2021 | 2021 | 840936 | Prefeitura de Guanhães | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 2 | Number of employees in the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117954 | Cities 2021 | 2021 | 859146 | Ine Town | Japan | East Asia | 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. | 9 | Renewable energy production (MWh) | 2 | 01/20/2022 02:27:05 | ||||
| 117955 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | 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. | 9 | Future change in intensity | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 117956 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 2 | Flood and sea level rise > Permanent inundation | The Hazards and Climate Resilience Plan is not attached because it is too large (exceeds 30MB). Please see the link to the file in the description. | 01/20/2022 02:27:05 | ||
| 117957 | Cities 2021 | 2021 | 850468 | Prefeitura de Passo de Torres | 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. | 2 | Action | 2 | Real time risk monitoring | 01/20/2022 02:27:05 | |||
| 117958 | Cities 2021 | 2021 | 842012 | City of Burlington, ON | Canada | North 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. | 16 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 1 | City council has approved a target for the community to be net carbon neutral by 2050 through the actions identified in the Climate Action Plan (focusing on new buildings, retrofitting existing buildings, supporting integrated and electric mobility, renewable energy, industrial innovation and waste. Community emissions must be reduced from approximately one million tonnes of CO2e by 2050 to 0. | 01/20/2022 02:27:05 | |||
| 117959 | Cities 2021 | 2021 | 60104 | Cambridge City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 5 | Target(s) on the reuse of construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 117960 | Cities 2021 | 2021 | 54289 | Wuhan Municipal People's Government | China | 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. | 14 | Is this target considered to be your cities most ambitious target? | 0 | 01/20/2022 02:27:05 | ||||
| 117961 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | 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. | 17 | Total cost provided by the majority funding source (currency) | 4 | 1000000 | 01/20/2022 02:27:05 | |||
| 117962 | Cities 2021 | 2021 | 848978 | Floresta | Colombia | Latin America | 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? | 1 | Emissions reduction target | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 117963 | Cities 2021 | 2021 | 35883 | City of San José, CA | United States of America | North 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. | 3 | Action title | 14 | Alviso Storm Pump Station | 01/20/2022 02:27:05 | |||
| 117964 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | 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. | 7 | Where can the data be accessed? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117965 | Cities 2021 | 2021 | 36159 | Município de Lisboa | Portugal | Europe | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 4 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 117966 | Cities 2021 | 2021 | 31150 | Bangkok Metropolitan Administration | Thailand | 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 | 1 | Security of tenure | 01/20/2022 02:27:05 | |||
| 117967 | Cities 2021 | 2021 | 840943 | Prefeitura de Boa Ventura | Brazil | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 3 | Number of municipal fleet (excluding buses) | 4 | Plug in hybrid | 0 | 01/20/2022 02:27:05 | |||
| 117968 | Cities 2021 | 2021 | 18078 | Swale Borough Council | United Kingdom of Great Britain and Northern Ireland | 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) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 117969 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 117970 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 3 | Development of tourism and eco-tourism sector | 01/20/2022 02:27:05 | |||
| 117971 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East Asia | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Persons with disabilities | 01/20/2022 02:27:05 | |||
| 117972 | Cities 2021 | 2021 | 42123 | City of Goiânia | Brazil | Latin America | 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. | 1 | Publication title and attach document | 0 | 01/20/2022 02:27:05 | ||||
| 117973 | Cities 2021 | 2021 | 50385 | Prefeitura de Campo Grande | Brazil | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 1 | Natural environment | 01/20/2022 02:27:05 | |||
| 117974 | Cities 2021 | 2021 | 859103 | Murakami City | 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) | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 117975 | Cities 2021 | 2021 | 35858 | City of Cape Town | South Africa | Africa | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 3 | Status of action | 7 | Operation | 01/20/2022 02:27:05 | |||
| 117976 | Cities 2021 | 2021 | 54342 | Jbail-Byblos Municipality | Lebanon | Middle East | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 5 | All building types | 01/20/2022 02:27:05 | ||||
| 117977 | Cities 2021 | 2021 | 863201 | Sanggau Regency | Indonesia | Southeast Asia and Oceania | 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 | |||||
| 117978 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 3 | Average electricity consumption per residential household (MWh/annum) | 1 | Energy access | 01/20/2022 02:27:05 | ||||
| 117979 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | Brazil | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 3 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 117980 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 9 | Fish protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 117981 | Cities 2021 | 2021 | 54338 | City of Saitama | Japan | East Asia | 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 | |||
| 117982 | Cities 2021 | 2021 | 31186 | Changwon 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. | 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 | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 117983 | Cities 2021 | 2021 | 859114 | Saku 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. | 1 | Most recent years available (select year) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117984 | Cities 2021 | 2021 | 831812 | Municipalidad de Puerto Barrios | Guatemala | 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. | 7 | Where can the data be accessed? | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117985 | Cities 2021 | 2021 | 54338 | City of Saitama | Japan | East Asia | 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) | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 117986 | Cities 2021 | 2021 | 50673 | Município de Faro | Portugal | 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. | 7 | Sectors/areas adaptation action applies to | 1 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 117987 | Cities 2021 | 2021 | 863239 | New Town Kolkata | India | South and West Asia | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 2 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 117988 | Cities 2021 | 2021 | 74453 | City of Highland Park, IL | 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) | 4 | Stationary energy > Industrial buildings & facilities | 0 | 01/20/2022 02:27:05 | ||
| 117989 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | Latin America | 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. | 9 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 117990 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | Europe | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | Other, please specify | 01/20/2022 02:27:05 | ||
| 117991 | Cities 2021 | 2021 | 859061 | Teshio Town | Japan | East Asia | 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 | 1 | 01/20/2022 02:27:05 | ||||
| 117992 | Cities 2021 | 2021 | 848474 | Richmond Council | United Kingdom of Great Britain and Northern Ireland | 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. | 7 | Sectors/areas adaptation action applies to | 6 | Energy | 01/20/2022 02:27:05 | |||
| 117993 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | Brazil | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117994 | Cities 2021 | 2021 | 44081 | Lusaka City Council | Zambia | Africa | 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) | 6 | Stationary energy > Fugitive emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 117995 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 11 | Added fats | Question not applicable | 01/20/2022 02:27:05 | |||
| 117996 | Cities 2021 | 2021 | 74414 | Boulder County, CO | 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. | 10 | Timescale of reduction / savings / energy production | 1 | Other, please specify : 2050 estimate | 01/20/2022 02:27:05 | |||
| 117997 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | Colombia | Latin America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 3 | Current term end year | 1 | Please complete | 2023 | 01/20/2022 02:27:05 | ||
| 117998 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 117999 | Cities 2021 | 2021 | 59572 | District of Saanich, BC | Canada | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 5 | Does this goal align with a requirement from a higher level of government? | 16 | Do not know | 01/20/2022 02:27:05 | |||
| 118000 | Cities 2021 | 2021 | 847236 | Ramona | Argentina | Latin 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 | 3 | Public health | 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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