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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 116151 | Cities 2021 | 2021 | 849017 | Municipio de Chitré | Panama | 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) | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 116152 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | United States of America | North America | 10. Transport | 10.6 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 1 | Response | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 116153 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | United States of America | North America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | No | 01/20/2022 02:27:05 | |||
| 116154 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 4 | Current magnitude of hazard | 7 | Low | 01/20/2022 02:27:05 | |||
| 116155 | Cities 2021 | 2021 | 859140 | Konan City | Japan | East Asia | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 2 | Please provide more details and/or a link to more information about any of the proposed initiatives/policies/regulations | 4 | Target(s) on reducing food waste to disposal (landfill and incineration) | Question not applicable | 01/20/2022 02:27:05 | |||
| 116156 | Cities 2021 | 2021 | 50540 | City of Albuquerque, NM | 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. | 5 | Total renewable energy covered by target in base year (based on target type specified in column 3) | 1 | 47 | 01/20/2022 02:27:05 | ||||
| 116157 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | Question not applicable | 01/20/2022 02:27:05 | |||
| 116158 | Cities 2021 | 2021 | 50566 | City of Anchorage, AK | United States of America | North America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 2 | Volume based waste collection policy (i.e. fees or incentives) | Question not applicable | 01/20/2022 02:27:05 | |||
| 116159 | Cities 2021 | 2021 | 56276 | New Taipei City Government | Taiwan, Greater China | 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) | 17 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116160 | Cities 2021 | 2021 | 840693 | Municipio de Maneiro | Venezuela (Bolivarian Republic of) | Latin America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 2 | If you measure green jobs in your city, please also indicate if you analyze demographic variables | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 116161 | Cities 2021 | 2021 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 3 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | Please explain | 01/20/2022 02:27:05 | |||
| 116162 | Cities 2021 | 2021 | 31051 | Coventry City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 4 | Previous emissions (metric tonnes CO2e) | 13 | 1338000 | 01/20/2022 02:27:05 | |||
| 116163 | Cities 2021 | 2021 | 59667 | City of Port Coquitlam, 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 | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 116164 | Cities 2021 | 2021 | 43908 | City of Milwaukee, WI | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 2 | Don’t know | 01/20/2022 02:27:05 | |||
| 116165 | Cities 2021 | 2021 | 60272 | Prefeitura de Campina Grande | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 116166 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin America | 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. | 13 | Percentage of target achieved so far | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116167 | Cities 2021 | 2021 | 834139 | Gangdong-gu District of Seoul | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 17 | Waste > Wastewater | 01/20/2022 02:27:05 | |||
| 116168 | Cities 2021 | 2021 | 55164 | City of Toyota | 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) | 8 | 01/20/2022 02:27:05 | ||||
| 116169 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater China | East Asia | 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 | |||
| 116170 | Cities 2021 | 2021 | 859168 | Saijo City | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 116171 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West Asia | 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 | 3 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 116172 | Cities 2021 | 2021 | 43920 | Mestna občina Ljubljana | Slovenia | 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. | 6 | Most relevant assets / services affected overall | 6 | Public health | 01/20/2022 02:27:05 | |||
| 116173 | Cities 2021 | 2021 | 8242 | Helsingin kaupunki | Finland | Europe | 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 | 6 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 116174 | Cities 2021 | 2021 | 58323 | Subotica | Serbia | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116175 | Cities 2021 | 2021 | 54513 | Uppsala kommun | Sweden | 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 | 1 | Energy | 01/20/2022 02:27:05 | |||
| 116176 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | 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. | 15 | Total cost provided by the local government | 1 | 2700000 | 01/20/2022 02:27:05 | |||
| 116177 | Cities 2021 | 2021 | 73712 | Camilo Aldao | Argentina | 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. | 5 | Start year of action | 12 | 01/20/2022 02:27:05 | ||||
| 116178 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North 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. | 4 | Emissions factors used | 1 | IPCC | 01/20/2022 02:27:05 | |||
| 116179 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | Latin 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 | 1 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 116180 | Cities 2021 | 2021 | 63543 | Fredensborg Kommune | Denmark | Europe | 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. | 3 | 01/20/2022 02:27:05 | ||||
| 116181 | Cities 2021 | 2021 | 31055 | Glasgow City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 1 | Publication title and attach the document | 1 | Glasgow's Climate Adaptation Plan | 01/20/2022 02:27:05 | |||
| 116182 | Cities 2021 | 2021 | 859130 | Handa City | 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. | 8 | Overall level of confidence | 0 | 01/20/2022 02:27:05 | ||||
| 116183 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | Africa | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/20/2022 02:27:05 | ||||
| 116184 | Cities 2021 | 2021 | 31146 | Addis Ababa City Administration | Ethiopia | Africa | 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'. | 7 | Project description and attach project proposal | 0 | The city developed a climate action plan with the support of UNDP which estimated 10.9 billion dollars to implement. This plan is also supported by the climate action plan which the city is working with C40 that will be a plan which aligned the Paris Agreement to address the climate change issues | 01/20/2022 02:27:05 | |||
| 116185 | Cities 2021 | 2021 | 31166 | Jakarta City Government | Indonesia | 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. | 19 | Name of the stakeholder group | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116186 | Cities 2021 | 2021 | 59180 | Middelfart Kommune | Denmark | 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 | 30 | Total Generation of grid-supplied energy | 01/20/2022 02:27:05 | |||
| 116187 | Cities 2021 | 2021 | 31446 | Taipei City Government | Taiwan, Greater China | 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. | 10 | Comment | 21 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116188 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | 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) | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 116189 | Cities 2021 | 2021 | 54268 | Dunedin City Council | New Zealand | Southeast Asia and Oceania | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 4 | Nuclear | 1 | Electricity source | 0 | 01/20/2022 02:27:05 | |||
| 116190 | Cities 2021 | 2021 | 834347 | Seberang Perai Municipal Council | Malaysia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.2 | Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability. | 1 | Factors that affect ability to adapt | 5 | Cost of living | 01/20/2022 02:27:05 | |||
| 116191 | Cities 2021 | 2021 | 859064 | Town of Shihoro | 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. | 1 | Document title and attachment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 116192 | Cities 2021 | 2021 | 859145 | Oyamazaki Town | Japan | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 4 | Plug in hybrid | 01/20/2022 02:27:05 | ||||
| 116193 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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. | 5 | Number of monitoring stations | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 116194 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | 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 | 10 | Flood mapping | 01/20/2022 02:27:05 | |||
| 116195 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 7 | Comment | 6 | There is a health observatory in Paris that works on the development of new diseases in Paris and was created as part of the Paris Environmental Health Plan. The Paris environmental health service has also initiated work to identify vector-borne diseases present in the territory or under development. Recommendations are issued to curb the development of these diseases as much as possible. | 01/20/2022 02:27:05 | |||
| 116196 | Cities 2021 | 2021 | 54113 | City of Flagstaff, 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 23 | AFOLU > Land use | NE | 01/20/2022 02:27:05 | ||
| 116197 | Cities 2021 | 2021 | 848135 | San Pedro de la Paz | Chile | 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? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 116198 | Cities 2021 | 2021 | 840936 | Prefeitura de Guanhães | Brazil | Latin America | 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'. | 9 | Total investment cost needed | 8 | 01/20/2022 02:27:05 | ||||
| 116199 | Cities 2021 | 2021 | 848981 | City of Ormoc | Philippines | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0 | Do you have a GHG emissions reduction target(s) in place at the city-wide level? | 0 | 0 | Baseline scenario (business as usual) target | 01/20/2022 02:27:05 | ||||
| 116200 | Cities 2021 | 2021 | 863478 | Coatzacoalcos | Mexico | Latin America | 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 | 4 | All types | Question not applicable | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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