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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1500851 | Cities 2021 | 2021 | 58670 | City of Monrovia | Liberia | Africa | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 6 | Total energy consumed/produced covered by target in target year (in unit specified in column 2) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1500852 | Cities 2021 | 2021 | 54667 | Prefeitura Municipal de Contagem | Brazil | Latin America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 3 | Target type | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1500853 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | United States of America | North America | 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. | 3 | Scopes / boundary covered | 1 | Total emissions | 01/20/2022 02:27:05 | |||
| 1500854 | Cities 2021 | 2021 | 60348 | Prefeitura de São José dos Pinhais | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500855 | Cities 2021 | 2021 | 35903 | Le Grand Casablanca | Morocco | Africa | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 1 | Name of verifier and attach verification certificate | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500856 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | 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. | 8 | Action description and implementation progress | 5 | We led two workshops to build capacity among senior and field staff at the City regarding climate change, sea-level rise, and other hazards. After those two trainings were complete, we started to plan two workshops for the public to do the same. We held these public workshops virtually in August 2020. | 01/20/2022 02:27:05 | |||
| 1500857 | Cities 2021 | 2021 | 852466 | South Gloucestershire Council | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500858 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | 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. | 3 | Amount | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500859 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500860 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 7 | Industry | 01/20/2022 02:27:05 | |||
| 1500861 | Cities 2021 | 2021 | 50354 | Alcaldía de Tegucigalpa | Honduras | 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? | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500862 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 4 | Bioenergy (Biomass and Biofuel) | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 1500863 | Cities 2021 | 2021 | 42120 | City of Salvador | 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) | 6 | Stationary energy > Fugitive emissions | 01/20/2022 02:27:05 | |||
| 1500864 | Cities 2021 | 2021 | 54347 | Pasig City | Philippines | Southeast Asia and Oceania | 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. | 8 | Stage of implementation | 3 | Plan in implementation | 01/20/2022 02:27:05 | |||
| 1500865 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 15 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500866 | Cities 2021 | 2021 | 73795 | Girardota | Colombia | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 1 | Number of private cars | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1500867 | Cities 2021 | 2021 | 54066 | City of Fort Collins, 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. | 1 | Direct emissions (metric tonnes CO2e) | 12 | Transportation > Off-road | 01/20/2022 02:27:05 | |||
| 1500868 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | Latin America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 4 | Comment | 2 | Dairy consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500869 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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. | 14 | Total cost of the project | 4 | 01/20/2022 02:27:05 | ||||
| 1500870 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | 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) | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500871 | Cities 2021 | 2021 | 859193 | China Town | Japan | East Asia | 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. | 5 | Global Warming Potential (select relevant IPCC Assessment Report) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500872 | 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. | 2 | Climate hazards that adaptation goal addresses | 11 | Biological hazards > Insect infestation | 01/20/2022 02:27:05 | |||
| 1500873 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | 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? | 34 | Medium-term (2026-2050) | 01/20/2022 02:27:05 | |||
| 1500874 | Cities 2021 | 2021 | 859055 | Masaki 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. | 1 | Tonnes served and/or sold | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500875 | Cities 2021 | 2021 | 59165 | Gladsaxe 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. | 5 | Number of monitoring stations | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500876 | Cities 2021 | 2021 | 859058 | Tomari 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500877 | Cities 2021 | 2021 | 50674 | Município de Viseu | Portugal | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 1500878 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 6 | Absolute emissions in year target was set | 1 | 01/20/2022 02:27:05 | ||||
| 1500879 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | United States of America | North America | 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) | 1 | Total | 1153417 | The city's Department of Public Works (DPW) directly services ~105,000 households: single-family homes and buildings with 3 or fewer units. All other multi-family residences and commercial spaces are served by private service providers, however we have included the total collections data here, whether DPW-managed or privately-hauled. Residential includes multi-family. Commercial includes industrial and other waste. | 01/20/2022 02:27:05 | ||
| 1500880 | Cities 2021 | 2021 | 14874 | City of Portland, OR | United States of America | North America | 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. | 4 | Action description and implementation progress | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500881 | Cities 2021 | 2021 | 859171 | Onojo City | 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? | 3 | Energy efficiency target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500882 | Cities 2021 | 2021 | 54527 | Stadt Bern | Switzerland | Europe | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500883 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | Latin 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. | 1 | Water security risk drivers | 2 | Increased water scarcity | 01/20/2022 02:27:05 | |||
| 1500884 | Cities 2021 | 2021 | 31186 | Changwon City | Republic of Korea | 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. | 2 | Where data is not available, please explain why | 10 | Waste: waste generated outside the city boundary – Scope 1 (III.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500885 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | Mexico | 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. | 14 | Web link | 2 | 01/20/2022 02:27:05 | ||||
| 1500886 | Cities 2021 | 2021 | 840075 | Unley City Council | Australia | Southeast Asia and Oceania | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 3 | Comment | 1 | Funds | 01/20/2022 02:27:05 | |||
| 1500887 | Cities 2021 | 2021 | 50579 | City of Winnipeg, MB | Canada | 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 | 3 | Winnipeg Transit Master Plan | Includes most of what we had last year (minus the fix-a-leak program which doesn't seem to be in place anymore). Wording is a little different this time around - they're not looking for every action under the sun - only the substantive actions currently in place. That limits what I put in from the CAP. Options for additional beefing up (if you think we should):1. Add in the things we have under Strategic Opp #2 of the CAP (WRENCH, Forks Target Zero, etc.), though they're not huge scale items. Alternatively, these could be rolled into a single category. 2. Add in the corporate stuff that we've had previously, since there isn't a place elsewhere in the document like last year. 3. Add the whole pile of actions from the CAP, in rolled up format even, though again, that's not what they've asked for.As with previous submissions, I have not included $$ figures, estimates re: GHGs avoided, energy savings, etc. | 01/20/2022 02:27:05 | ||
| 1500888 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 5 | Means of implementation | 15 | Awareness raising program or campaign | 01/20/2022 02:27:05 | |||
| 1500889 | Cities 2021 | 2021 | 73666 | Cuyahoga County, OH | United States of America | North America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500890 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 8 | Micro-Mobility | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1500891 | Cities 2021 | 2021 | 859057 | Kyowa Town | Japan | 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. | 8 | Future change in frequency | 0 | 01/20/2022 02:27:05 | ||||
| 1500892 | Cities 2021 | 2021 | 31181 | City of Philadelphia, PA | 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 | 01/20/2022 02:27:05 | |||
| 1500893 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500894 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | Europe | 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. | 10 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500895 | Cities 2021 | 2021 | 59657 | City of Beaverton, OR | 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. | 1 | Most recent years available (select year) | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1500896 | Cities 2021 | 2021 | 31157 | City of Delhi | India | South and West Asia | 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. | 5 | Is this inventory a base year inventory or a recalculated version of a previously reported inventory? | 1 | 01/20/2022 02:27:05 | ||||
| 1500897 | Cities 2021 | 2021 | 73671 | Godoy Cruz | Argentina | Latin America | 6. Opportunities | Collaboration | 6.4 | Describe how your local/regional government collaborates and coordinates vertically (higher levels of government) on climate action. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1500898 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | 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. | 1 | Direct emissions (metric tonnes CO2e) | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500899 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | Southeast Asia and Oceania | 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. | 14 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1500900 | Cities 2021 | 2021 | 54253 | Wollongong City Council | Australia | 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. | 6 | End year of action | 8 | 2022 | 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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