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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1514551 | Cities 2021 | 2021 | 54461 | Gemeente Groningen | Netherlands | Europe | 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. | 2 | Web link | 1 | 01/20/2022 02:27:05 | ||||
| 1514552 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, FL | 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. | 7 | File name and attach your inventory | 0 | 01/20/2022 02:27:05 | ||||
| 1514553 | Cities 2021 | 2021 | 50713 | Chuncheon City | Republic of Korea | East 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 | 1 | Agriculture and Forestry | 01/20/2022 02:27:05 | |||
| 1514554 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | 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 | 11 | Supports | 01/20/2022 02:27:05 | |||
| 1514555 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | 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 | 2018 | 01/20/2022 02:27:05 | |||
| 1514556 | Cities 2021 | 2021 | 31109 | City of Melbourne | 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. | 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 | 01/20/2022 02:27:05 | |||
| 1514557 | Cities 2021 | 2021 | 58483 | City of Surrey, BC | Canada | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 5 | Year target was set | 2 | 2020 | 01/20/2022 02:27:05 | |||
| 1514558 | Cities 2021 | 2021 | 60125 | Klaipėdos miesto savivaldybė | Lithuania | 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) | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514559 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | East Asia | 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. | 5 | Risk description | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514560 | Cities 2021 | 2021 | 859092 | Yotsukaido 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514561 | Cities 2021 | 2021 | 55801 | City of West Palm 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. | 10 | Comment | 26 | 01/20/2022 02:27:05 | ||||
| 1514562 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | 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) | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514563 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 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 | 01/20/2022 02:27:05 | |||
| 1514564 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 4 | Do you use regulatory mechanisms that limit the sale of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514565 | Cities 2021 | 2021 | 850568 | Prefeitura de Rolândia | Brazil | Latin 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 | ||
| 1514566 | 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. | 14 | Select the initiatives that this target contributes towards | 0 | 01/20/2022 02:27:05 | ||||
| 1514567 | Cities 2021 | 2021 | 50400 | City of Newark, NJ | 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 | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514568 | Cities 2021 | 2021 | 31146 | Addis Ababa City Administration | Ethiopia | Africa | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 2 | Rail/Metro/Tram | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1514569 | Cities 2021 | 2021 | 54614 | Prefeitura da Cidade de São José do Rio Preto | Brazil | Latin 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) | 5 | Construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514570 | Cities 2021 | 2021 | 826446 | City of Bradford | 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. | 3 | Number of municipal fleet (excluding buses) | 2 | Electric | 0 | 01/20/2022 02:27:05 | |||
| 1514571 | Cities 2021 | 2021 | 834402 | Yokosuka 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. | 20 | Role in the GCC program | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514572 | Cities 2021 | 2021 | 854042 | Città Metropolitana di Milano | Italy | 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. | 3 | Web link | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514573 | Cities 2021 | 2021 | 849023 | Uruapan | Mexico | Latin 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. | 13 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514574 | Cities 2021 | 2021 | 848131 | Gámeza | Colombia | 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. | 6 | End year of action | 7 | 01/20/2022 02:27:05 | ||||
| 1514575 | Cities 2021 | 2021 | 859189 | Minamikyushu City | Japan | East Asia | 6. Opportunities | Climate Action Planning | 6.14 | Does your city report to the national Measurement, Reporting and Verification (MRV) system (if in place)? | 1 | Report to the national MRV system | 1 | MRV system | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514576 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | South Africa | Africa | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 3 | If you analyse demographic variables, please indicate which variables from the list below | 1 | Green jobs/industries | Age | 01/20/2022 02:27:05 | ||
| 1514577 | Cities 2021 | 2021 | 49172 | City of St. Petersburg, FL | United States of America | North America | 0. Introduction | 0.2 | If you have not previously submitted your Letter of Commitment to the Global Covenant of Mayors, either through the relevant regional covenant or through the Global Covenant secretariat, please attach the letter signed by an appropriately mandated official (e.g. Mayor, City Council) to this question. | 0 | 0 | St. Pete_Signed Global Covenant of Mayors Commitment.pdf | 01/20/2022 02:27:05 | |||||
| 1514578 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0d | If the city’s climate change risk assessment has been conducted more than 4 years ago, what update/revision process does your city have in place? | 1 | Update/revision process in place | 1 | Update/revision process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514579 | Cities 2021 | 2021 | 859150 | Shiso 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514580 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | Africa | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 4 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 1514581 | Cities 2021 | 2021 | 36470 | Comune della Spezia | Italy | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514582 | Cities 2021 | 2021 | 859063 | Atsuma 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. | 1 | Number of private cars | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1514583 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 1514584 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | Southeast Asia and Oceania | 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? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514585 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 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 | 28 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 1514586 | Cities 2021 | 2021 | 845130 | Prefeitura de Canápolis | Brazil | Latin America | 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 | ||
| 1514587 | Cities 2021 | 2021 | 834126 | Dobong-gu District of Seoul | Republic of Korea | East Asia | 4. City-wide Emissions | City-wide external verification | 4.12 | Has the city-wide GHG emissions data you are currently reporting been externally verified or audited in part or in whole? | 0 | 0 | Do not know | 01/20/2022 02:27:05 | ||||
| 1514588 | Cities 2021 | 2021 | 863469 | San Bernardo | Chile | 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) | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1514589 | Cities 2021 | 2021 | 54492 | Bergen kommune | Norway | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 16 | Waste > Incineration and open burning | 01/20/2022 02:27:05 | |||
| 1514590 | Cities 2021 | 2021 | 54338 | City of Saitama | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514591 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | Latin 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. | 4 | Description of metric / indicator used to track goal | 9 | El Reconocimiento de Escuelas Verdes permite medir cuántas escuelas de gestión estatal cuentan con el mismo | 01/20/2022 02:27:05 | |||
| 1514592 | Cities 2021 | 2021 | 845301 | Montes de Oca | Costa Rica | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 7 | Where can the data be accessed? | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514593 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | Latin 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. | 1 | Emissions (metric tonnes CO2e) | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514594 | Cities 2021 | 2021 | 73530 | Town of Lexington, MA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 12 | Is this target considered to be your cities most ambitious target? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 1514595 | Cities 2021 | 2021 | 35882 | City of Tampa, FL | United States of America | North 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 | ||
| 1514596 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | United States of America | North America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 5 | Rail | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514597 | Cities 2021 | 2021 | 74531 | Santa Fe County, NM | 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). | 2 | Annual generation (MWh) | 5 | Bioenergy (Biomass and Biofuels) | 01/20/2022 02:27:05 | ||||
| 1514598 | Cities 2021 | 2021 | 859164 | Sanyo-Onoda 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 | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1514599 | Cities 2021 | 2021 | 54291 | Chengdu Municipal Government | China | East Asia | 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. | 5 | Base year | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1514600 | Cities 2021 | 2021 | 859120 | Matsukawa Town | Japan | East Asia | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 1 | Type | 0 | 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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