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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1480801 | Cities 2021 | 2021 | 50392 | Prefeitura de Vitória | Brazil | 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. | 9 | Renewable energy production (MWh) | 7 | 01/20/2022 02:27:05 | ||||
| 1480802 | Cities 2021 | 2021 | 1850 | Birmingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 2 | Passenger Transport: Public Transport (bus) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480803 | 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. | 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 | ||
| 1480804 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | Latin America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 3 | Description of collaboration | 2 | Coleta de resíduos em domicílio a partir de contato dos moradores que realizam a separação do material em casa para destinar a coleta seletiva. | 01/20/2022 02:27:05 | |||
| 1480805 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | 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. | 2 | Comment | 8 | Egg protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480806 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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. | 4 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1480807 | Cities 2021 | 2021 | 68337 | Bekasi City Government | Indonesia | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480808 | Cities 2021 | 2021 | 31056 | Edinburgh City Council | United Kingdom of Great Britain and Northern Ireland | 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. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480809 | Cities 2021 | 2021 | 13113 | Newcastle City Council | 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. | 9 | Future change in intensity | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 1480810 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | United States of America | North 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 | 01/20/2022 02:27:05 | |||||
| 1480811 | Cities 2021 | 2021 | 826211 | Junta Intermunicipal de Medio Ambiente Altos Sur (JIAS) | Mexico | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 6 | Total protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480812 | Cities 2021 | 2021 | 832509 | Slough Borough Council | 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. | 19 | Name of the stakeholder group | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480813 | Cities 2021 | 2021 | 44299 | Dangjin City | Republic of Korea | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 10 | Percentage of target achieved so far | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480814 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | 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. | 5 | Means of implementation | 2 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 1480815 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | 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. | 1 | Primary protocol and attach inventory | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480816 | Cities 2021 | 2021 | 834126 | Dobong-gu District of Seoul | Republic of Korea | 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 | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480817 | Cities 2021 | 2021 | 63616 | Abasan Al-Kabira Municipality | State of Palestine | Middle East | 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 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 1480818 | Cities 2021 | 2021 | 31055 | Glasgow City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.0 | Does your city have a renewable energy target? | 0 | 0 | In progress | 01/20/2022 02:27:05 | |||||
| 1480819 | Cities 2021 | 2021 | 54478 | Gemeente Nijmegen | Netherlands | 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. | 4 | Implementation status | 6 | 01/20/2022 02:27:05 | ||||
| 1480820 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East Asia | 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. | 14 | Please describe the target and the modelling methodology(ies) and parameters used to define it | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480821 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 5 | Social impact of hazard overall | 1 | Increased demand for public services | 01/20/2022 02:27:05 | |||
| 1480822 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 8 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 1480823 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 1 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 1480824 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480825 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | 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. | 5 | Is this inventory a base year inventory or a recalculated version of a previously reported inventory? | 3 | 01/20/2022 02:27:05 | ||||
| 1480826 | Cities 2021 | 2021 | 859066 | Ashoro-Town | 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. | 13 | Finance status | 11 | 01/20/2022 02:27:05 | ||||
| 1480827 | Cities 2021 | 2021 | 31185 | Miasto Stołeczne Warszawa | Poland | 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 | |||
| 1480828 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 7 | Loss of traditional jobs | 01/20/2022 02:27:05 | |||
| 1480829 | Cities 2021 | 2021 | 69995 | Kemin kaupunki | Finland | 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 | 1 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 1480830 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | 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. | 5 | Means of implementation | 2 | Monitor activities | 01/20/2022 02:27:05 | |||
| 1480831 | Cities 2021 | 2021 | 834352 | Suita 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480832 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 7 | Criteria to design for durability, reparability and recycling in public procurement | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480833 | Cities 2021 | 2021 | 58357 | City of West Hollywood, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 3 | Yes | 01/20/2022 02:27:05 | |||
| 1480834 | Cities 2021 | 2021 | 859057 | Kyowa Town | Japan | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480835 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | 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. | 8 | Who owns the data? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480836 | Cities 2021 | 2021 | 31149 | Dímos Athinaíon | Greece | 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. | 12 | Total cost provided by the local government (currency) | 21 | 0 | 01/20/2022 02:27:05 | |||
| 1480837 | Cities 2021 | 2021 | 31184 | Prefeitura de São Paulo | Brazil | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 6 | Total protein sources | 01/20/2022 02:27:05 | ||||
| 1480838 | Cities 2021 | 2021 | 58569 | City of Podgorica | Montenegro | Europe | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 3 | Moderately challenges | 01/20/2022 02:27:05 | |||
| 1480839 | Cities 2021 | 2021 | 54290 | Qingdao Municipal Government | China | 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. | 9 | Comment on level of confidence | 1 | 01/20/2022 02:27:05 | ||||
| 1480840 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | 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. | 1 | Direct emissions (metric tonnes CO2e) | 20 | IPPU > Product use | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480841 | Cities 2021 | 2021 | 73645 | KwaDukuza | South Africa | 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. | 6 | Most relevant assets / services affected overall | 1 | Public health | 01/20/2022 02:27:05 | |||
| 1480842 | Cities 2021 | 2021 | 859061 | Teshio 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480843 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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 | 3 | Budgetary capacity | 01/20/2022 02:27:05 | |||
| 1480844 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 11. Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 1 | Population | 1 | Total population living within 500m of a mass transit station | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480845 | Cities 2021 | 2021 | 44205 | Gwangmyeong City | Republic of Korea | East 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. | 7 | File name and attach your inventory | 1 | 01/20/2022 02:27:05 | ||||
| 1480846 | Cities 2021 | 2021 | 859177 | Takeo City | Japan | East Asia | 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'. | 4 | Status of financing | 0 | 01/20/2022 02:27:05 | ||||
| 1480847 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | 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. | 2 | Action | 2 | Incorporating climate change into long-term planning documents | 01/20/2022 02:27:05 | |||
| 1480848 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480849 | Cities 2021 | 2021 | 46514 | Município do Porto | Portugal | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480850 | Cities 2021 | 2021 | 60349 | Prefeitura de São Leopoldo | Brazil | Latin America | 12. Food | 12.3 | Does your city have any policies relating to food consumption within your city? If so, please describe the expected outcome of the policy. | 2 | Please describe the expected outcome of the policy | 1 | Please complete | O Programa de alimentação da Prefeitura compõe-se de uma série de inciativas voltadas a garantias de alimentação de qualidade e ao fornecimento de refeições dentro das estruturas de acolhimento e serviços prestados pelo município, porém no ano de 2020 os esforços locais estavam concentrados no enfrentamento da crise sanitária mundial e no atendimento emergencial da grave situação econômica, com perda de postos de trabalho e drástica diminuição na renda das famílias, resultando na distribuição de cesta básicas de alimentos (mantimentos não perecíveis), kit’s de higiene pessoal para as famílias de baixa renda e em vulnerabilidade social. | 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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