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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1485751 | Cities 2021 | 2021 | 862945 | Nueva Concepción | Guatemala | Latin 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 1 | Challenges | 01/20/2022 02:27:05 | |||
| 1485752 | Cities 2021 | 2021 | 60546 | Nanjing Municipal People's Government | China | 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. | 1 | Climate Hazards | 2 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 1485753 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | Canada | North America | 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. | 11 | Total (Scope 1 + Scope 2) emissions - please ensure this matches the total calculated field above | 1 | City-wide emissions | 382391 | 01/20/2022 02:27:05 | ||
| 1485754 | Cities 2021 | 2021 | 3429 | Stockholms 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. | 2 | Fuel | 5 | Diesel/Gas oil | 01/20/2022 02:27:05 | |||
| 1485755 | Cities 2021 | 2021 | 859075 | Minamisanriku Town | Japan | East Asia | 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 | 3 | Hydro power | 01/20/2022 02:27:05 | ||||
| 1485756 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | 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. | 5 | Social impact of hazard overall | 4 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 1485757 | Cities 2021 | 2021 | 31009 | København Kommune | Denmark | 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. | 8 | Who owns the data? | 2 | PM2.5 (Maximum 24-hour average) | The national government | 01/20/2022 02:27:05 | |||
| 1485758 | Cities 2021 | 2021 | 859084 | Kawaba Village | Japan | East Asia | 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. | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485759 | Cities 2021 | 2021 | 859090 | Yokoze Town | Japan | East Asia | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 1 | Vegetables | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485760 | Cities 2021 | 2021 | 54029 | City of Spokane, WA | 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). | 4 | Comment | 6 | Geothermal | 01/20/2022 02:27:05 | ||||
| 1485761 | Cities 2021 | 2021 | 50551 | City of Long Beach, CA | United States of America | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 8 | Other sources | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 1485762 | Cities 2021 | 2021 | 35867 | Region Metropolitana de Guadalajara | Mexico | 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) | 6 | Stationary energy > Fugitive emissions | 01/20/2022 02:27:05 | |||
| 1485763 | Cities 2021 | 2021 | 60413 | Municipalidad de La Serena | Chile | 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. | 9 | Publicly available? | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485764 | Cities 2021 | 2021 | 69850 | Municipalidad de Comas | 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. | 7 | Base year emissions (metric tonnes CO2e) | 0 | 01/20/2022 02:27:05 | ||||
| 1485765 | Cities 2021 | 2021 | 859162 | Fukuyama City | Japan | East Asia | 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. | 4 | Level of confidence | 1 | City-wide emissions | 01/20/2022 02:27:05 | |||
| 1485766 | Cities 2021 | 2021 | 36501 | Comune di Prato | 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. | 23 | Attach reference document | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485767 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | 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. | 2 | Where data is not available, please explain why | 4 | Stationary Energy: energy generation supplied to the grid – Scope 1 (I.4.4) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485768 | Cities 2021 | 2021 | 54510 | Umeå kommun | Sweden | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 1485769 | Cities 2021 | 2021 | 54253 | Wollongong City Council | Australia | Southeast Asia and Oceania | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | English | 01/20/2022 02:27:05 | |||||
| 1485770 | Cities 2021 | 2021 | 862945 | Nueva Concepción | Guatemala | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 2 | Elderly | 01/20/2022 02:27:05 | |||
| 1485771 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485772 | Cities 2021 | 2021 | 54682 | Prefeitura Municipal de Petrolina | 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) | 5 | Hydrogen | 01/20/2022 02:27:05 | ||||
| 1485773 | Cities 2021 | 2021 | 35848 | Municipality of Belo Horizonte | Brazil | 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. | 5 | Gas | 21 | CO2e | 01/20/2022 02:27:05 | |||
| 1485774 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin America | 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. | 7 | Population in inventory year | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485775 | Cities 2021 | 2021 | 50396 | Prefeitura Municipal de Santos | Brazil | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 1 | Funds to invest in climate projects | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485776 | Cities 2021 | 2021 | 55159 | City of Iwanuma | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.3 | Please give the name of the primary protocol, standard, or methodology you have used to calculate your city’s city-wide GHG emissions. | 1 | Primary protocol | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485777 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | Southeast Asia and Oceania | 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) | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485778 | Cities 2021 | 2021 | 60603 | City of Prince George, 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. | 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 | ||
| 1485779 | Cities 2021 | 2021 | 32550 | City of Denver, CO | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 24 | AFOLU > Other AFOLU | NE | 01/20/2022 02:27:05 | ||
| 1485780 | Cities 2021 | 2021 | 35867 | Region Metropolitana de Guadalajara | Mexico | 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. | 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 | 3 | Stationary energy > Institutional buildings & facilities | IE | 01/20/2022 02:27:05 | ||
| 1485781 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 1 | Area affected by climate change | 3 | 01/20/2022 02:27:05 | ||||
| 1485782 | Cities 2021 | 2021 | 60268 | Prefeitura de Brumadinho | Brazil | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 9 | Plans to meet target (include details on types of energy in thermal /electricity) | 1 | - Substituição de chuveiros elétricos por solares;- Utilizar células fotovoltaicas nos prédios públicos- utilizar sistema fotovoltaico para a iluminação publica | 01/20/2022 02:27:05 | ||||
| 1485783 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | 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? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485784 | Cities 2021 | 2021 | 54144 | City of Yarra | Australia | Southeast Asia and Oceania | 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) | 1 | Stationary energy > Residential buildings | 160199.72 | 01/20/2022 02:27:05 | ||
| 1485785 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.7 | Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)? | 1 | Funding received/secured for low carbon projects or climate adaptation | 1 | Funding received/secured | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485786 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | 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. | 9 | Renewable energy production (MWh) | 3 | 01/20/2022 02:27:05 | ||||
| 1485787 | Cities 2021 | 2021 | 49172 | City of St. Petersburg, 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. | 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 | 21 | Total IPPU | 01/20/2022 02:27:05 | |||
| 1485788 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | Africa | 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. | 17 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485789 | Cities 2021 | 2021 | 54367 | Melaka Historic 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 | 1 | Social community and labour improvements | 01/20/2022 02:27:05 | |||
| 1485790 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 1485791 | Cities 2021 | 2021 | 14344 | City of Park City, UT | 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. | 18 | Web link to action website | 10 | https://www.parkcity.org/departments/parking/obtain-a-parking-permit | 01/20/2022 02:27:05 | |||
| 1485792 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | Africa | 5. Emissions Reduction | Mitigation Planning | 5.5b | Please explain why you do not have a city climate change mitigation plan and any future plans to create one. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485793 | Cities 2021 | 2021 | 834352 | Suita City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 6 | Please identify which vulnerable populations are affected by these climate-related impacts | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485794 | Cities 2021 | 2021 | 58627 | City of Alton, IL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.1 | Please state the dates of the accounting year or 12-month period for which you are reporting your latest city-wide GHG emissions inventory. | 2 | To | 1 | Accounting year dates | Question not applicable | 01/20/2022 02:27:05 | ||
| 1485795 | Cities 2021 | 2021 | 859055 | Masaki Town | 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. | 8 | Emission factor unit (denominator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485796 | Cities 2021 | 2021 | 54529 | City of Leicester | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 9 | Comment on level of confidence | 1 | 01/20/2022 02:27:05 | ||||
| 1485797 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | United States of America | North 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. | 6 | Year target was set | 10 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1485798 | Cities 2021 | 2021 | 53921 | City of Tempe, AZ | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 1 | Stationary energy > Residential buildings | 01/20/2022 02:27:05 | |||
| 1485799 | Cities 2021 | 2021 | 859054 | Kitahiroshima City | 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. | 17 | Total cost provided by the majority funding source (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 1485800 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | 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. | 10 | Future expected magnitude of hazard | 2 | Medium High | 01/20/2022 02:27:05 |
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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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