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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1519951 | Cities 2021 | 2021 | 31009 | København Kommune | Denmark | Europe | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 4 | Comment | 1 | Green jobs/industries | In the Greater Copenhagen area in 2015, of which 16013 were in the Capital Region (according to Damvad: https://www.gate21.dk/wp-content/uploads/2018/05/Gr%C3%B8n-v%C3%A6kst-i-DK-og-Greater-CPH_DamvadAnalytics.pdf) | 01/20/2022 02:27:05 | ||
| 1519952 | Cities 2021 | 2021 | 859076 | Higashine City | Japan | 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. | 18 | 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 | |||
| 1519953 | Cities 2021 | 2021 | 73802 | Crespo | Argentina | 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 | 1 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 1519954 | Cities 2021 | 2021 | 35860 | City of Dallas, TX | United States of America | North America | 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 | 1 | Vegetables | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519955 | Cities 2021 | 2021 | 54520 | Ville de Lausanne | Switzerland | Europe | 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 | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519956 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | 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 | 11 | Transport | 01/20/2022 02:27:05 | |||
| 1519957 | Cities 2021 | 2021 | 54389 | Taichung City Government | Taiwan, Greater China | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 1519958 | Cities 2021 | 2021 | 60408 | Municipalidad de Talca | Chile | Latin 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. | 12 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519959 | Cities 2021 | 2021 | 60125 | Klaipėdos miesto savivaldybė | Lithuania | Europe | 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 | 01/20/2022 02:27:05 | ||||
| 1519960 | Cities 2021 | 2021 | 859138 | Shima 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519961 | Cities 2021 | 2021 | 58485 | Abington Township, PA | United States of America | North America | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 3 | Staff Training Needs Assessment | 1 | Staff training needs to ensure that staff is qualifed. | 01/20/2022 02:27:05 | |||
| 1519962 | Cities 2021 | 2021 | 60394 | Gobierno Autónomo Municipal de Tarija | Bolivia (Plurinational State of) | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 9 | Other | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519963 | Cities 2021 | 2021 | 55164 | City of Toyota | Japan | East Asia | 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. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519964 | Cities 2021 | 2021 | 64014 | City of Cupertino, 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. | 5 | Year of adoption of adaptation plan by local government | 1 | 01/20/2022 02:27:05 | ||||
| 1519965 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | Mexico | Latin 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. | 8 | Total Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519966 | Cities 2021 | 2021 | 859175 | Soeda Town | 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. | 2 | Where data is not available, please explain why | 15 | TOTAL Scope 3 emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519967 | Cities 2021 | 2021 | 859080 | Namie Town | Japan | East Asia | 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. | 2 | Description | 1 | Risk assessment methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519968 | Cities 2021 | 2021 | 50554 | City of Mesa, 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 | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519969 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1519970 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | 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. | 11 | Total cost of the project (currency) | 8 | 3750000 | 01/20/2022 02:27:05 | |||
| 1519971 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 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 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519972 | Cities 2021 | 2021 | 36494 | Comune di Padova | Italy | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 8 | Total cost of project | 2 | 1500000 | 01/20/2022 02:27:05 | |||
| 1519973 | Cities 2021 | 2021 | 60599 | Town of Bridgewater, NS | Canada | 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. | 6 | Please select which additional sectors are included in the inventory | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519974 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 4 | Plug in hybrid | 01/20/2022 02:27:05 | ||||
| 1519975 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 4 | Emission factor source | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519976 | Cities 2021 | 2021 | 74463 | Village of Park Forest, 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519977 | Cities 2021 | 2021 | 54104 | City of Boulder, 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 16 | Waste > Incineration and open burning | NO | 01/20/2022 02:27:05 | ||
| 1519978 | Cities 2021 | 2021 | 859182 | Uto City | Japan | East Asia | 10. Transport | 10.9 | How many instances of exceeding your city’s Air Quality Index standards for the Air Quality Index (AQI) has your city experienced? | 3 | Year data applies to | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1519979 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | Africa | 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 | 1 | Medium | 01/20/2022 02:27:05 | |||
| 1519980 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | 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. | 2 | Action | 6 | Heat mapping and thermal imaging | 01/20/2022 02:27:05 | |||
| 1519981 | Cities 2021 | 2021 | 859133 | Nagakute City | Japan | East Asia | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 3 | Composting | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519982 | Cities 2021 | 2021 | 859173 | Okagaki Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 23 | AFOLU > Land use | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519983 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1519984 | Cities 2021 | 2021 | 54306 | Medan City Government | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.7 | If the submitted GHG inventory is baseline inventory for target setting, please provide the Baseline Synthesis Report and stakeholder consultation process and results to this inventory. | 4 | Stakeholder consultation reference document for this inventory, including consultation process and results | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519985 | Cities 2021 | 2021 | 859168 | Saijo 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. | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519986 | Cities 2021 | 2021 | 59669 | City of North Vancouver, 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 | 19 | IPPU > Industrial process | NE | 01/20/2022 02:27:05 | ||
| 1519987 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | Southeast Asia and Oceania | 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 | 57 | 01/20/2022 02:27:05 | ||||
| 1519988 | Cities 2021 | 2021 | 73763 | San Carlos City | Philippines | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 1 | Food | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519989 | Cities 2021 | 2021 | 862673 | City of Selkirk, MB | 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. | 13 | Total Scope 3 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519990 | Cities 2021 | 2021 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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 | 1 | Flood and sea level rise > Coastal flood | 01/20/2022 02:27:05 | |||
| 1519991 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | Colombia | 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. | 1 | Publication title and attach the document | 1 | Análisis de Amenaza y Vulnerabilidad al Cambio Climático | 01/20/2022 02:27:05 | |||
| 1519992 | Cities 2021 | 2021 | 43975 | Municipalidad de Magdalena del Mar | Peru | 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 | https://ofi5.mef.gob.pe/invierte/seguimiento/verFichaSeguimiento/2489707 | 01/20/2022 02:27:05 | |||
| 1519993 | Cities 2021 | 2021 | 54390 | Hsinchu County Government | Taiwan, Greater China | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519994 | Cities 2021 | 2021 | 859145 | Oyamazaki Town | Japan | East Asia | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 3 | Please explain | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519995 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | Costa Rica | Latin America | 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 | 4 | Whole grains | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519996 | Cities 2021 | 2021 | 859057 | Kyowa Town | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 12 | Target year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519997 | Cities 2021 | 2021 | 1850 | Birmingham City 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. | 9 | Publicly available? | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519998 | Cities 2021 | 2021 | 73712 | Camilo Aldao | Argentina | 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 | 2 | Fast 7-22kw | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519999 | Cities 2021 | 2021 | 54538 | Bath and North East Somerset | United Kingdom of Great Britain and Northern Ireland | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 16 | Majority funding source | 2 | Local | 01/20/2022 02:27:05 | |||
| 1520000 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | 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 | 11 | Transportation > Aviation | 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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