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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 151001 | Cities 2021 | 2021 | 14874 | City of Portland, OR | United States of America | North America | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 3 | Please explain which parts of your inventory are verified | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 151002 | Cities 2021 | 2021 | 54367 | Melaka Historic City Council | Malaysia | 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. | 3 | Means of implementation | 11 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 151003 | Cities 2021 | 2021 | 848125 | Oreamuno | Costa Rica | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 6 | In-land waterways | Question not applicable | 01/20/2022 02:27:05 | |||
| 151004 | Cities 2021 | 2021 | 848927 | Ville de Maroua | Cameroon | Africa | 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. | 4 | Estimated probability of impact | 10 | High | 01/20/2022 02:27:05 | |||
| 151005 | Cities 2021 | 2021 | 60105 | Kirklees Council | United Kingdom of Great Britain and Northern Ireland | Europe | 1. Governance and Data Management | Governance | 1.1 | Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program. | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 151006 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 2 | 01/20/2022 02:27:05 | ||||
| 151007 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 151008 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | Colombia | 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? | 2 | PM2.5 (Maximum 24-hour average) | 01/20/2022 02:27:05 | ||||
| 151009 | Cities 2021 | 2021 | 74631 | Lubumbashi | Democratic Republic of the Congo | Africa | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 151010 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | Latin 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 | 66 | Guías del IPCC 2006. | 01/20/2022 02:27:05 | |||
| 151011 | Cities 2021 | 2021 | 50208 | Adana Metropolitan Municipality | Turkey | 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. | 1 | Direct emissions (metric tonnes CO2e) | 11 | Transportation > Aviation | 01/20/2022 02:27:05 | |||
| 151012 | Cities 2021 | 2021 | 859125 | City of Shimada | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 5 | 01/20/2022 02:27:05 | ||||
| 151013 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | Peru | 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 | ||
| 151014 | Cities 2021 | 2021 | 859151 | Kato 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. | 12 | Action description and implementation progress | 11 | 01/20/2022 02:27:05 | ||||
| 151015 | Cities 2021 | 2021 | 859132 | Iwakura 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 151016 | Cities 2021 | 2021 | 59605 | City of Colton, CA | United States of America | North 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 | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 151017 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 19 | Name of the stakeholder group | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151018 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.0 | Do you have an emissions inventory for your local government operations to report? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 151019 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | Costa Rica | Latin 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. | 2 | Category | 82 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151020 | Cities 2021 | 2021 | 859115 | Chikuma 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 | 2 | Volume based waste collection policy (i.e. fees or incentives) | Question not applicable | 01/20/2022 02:27:05 | |||
| 151021 | Cities 2021 | 2021 | 848128 | Ocú | Panama | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 3 | Rating | 2 | Domestic | 01/20/2022 02:27:05 | |||
| 151022 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | 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 | 27 | Generation of grid-supplied energy > CHP generation | NO | 01/20/2022 02:27:05 | ||
| 151023 | Cities 2021 | 2021 | 831234 | City of Fredericton, NB | Canada | 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. | 14 | Web link | 3 | https://www.fredericton.ca/en/community/trees/managing-emerald-ash-borer | 01/20/2022 02:27:05 | |||
| 151024 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | 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 | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151025 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Planning Process | 3.6 | Please explain how your city is evaluating inclusion and equity in the design, implementation or monitoring of the city's climate actions (equity assessments). | 2 | Further information | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 151026 | Cities 2021 | 2021 | 42178 | Distrito Metropolitano de Quito | Ecuador | 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'. | 6 | Identified financing model description | 1 | Alianza pública privada. | 01/20/2022 02:27:05 | |||
| 151027 | Cities 2021 | 2021 | 54706 | Prefeitura Municipal de Boa Vista | 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. | 16 | Select the initiatives that this target contributes towards | 0 | 01/20/2022 02:27:05 | ||||
| 151028 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | 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. | 1 | Publication title and attach the document | 1 | Estratégia Municipal da Adaptação às Alterações Climáticas de Évora | 01/20/2022 02:27:05 | |||
| 151029 | Cities 2021 | 2021 | 55169 | City of Miyakojima | 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. | 6 | End year of action | 4 | 01/20/2022 02:27:05 | ||||
| 151030 | Cities 2021 | 2021 | 60370 | Alcaldía de Cúcuta | Colombia | Latin America | 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 | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 151031 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 3 | Do you use regulatory mechanisms that limit advertising of higher carbon foods (meat, dairy, ultra-processed)? | The emerging CNCR Action Plan includes an action to "Lobby Government to develop regulation requiring carbon footprint labelling of food products along the lines of current nutrition labelling." | 01/20/2022 02:27:05 | |||
| 151032 | Cities 2021 | 2021 | 859184 | Nagomi Town | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 0 | 01/20/2022 02:27:05 | ||||
| 151033 | Cities 2021 | 2021 | 60603 | City of Prince George, BC | Canada | North America | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 3 | Web link | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151034 | Cities 2021 | 2021 | 854042 | Città Metropolitana di Milano | Italy | 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 | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 151035 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 6 | Monitor climate change, evaluate the effectiveness of adaptation strategies and adjust as needed (adaptive management) | 01/20/2022 02:27:05 | |||
| 151036 | 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 | 4.6b | 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 | 1 | Stationary Energy: energy use – Scope 1 (I.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 151037 | Cities 2021 | 2021 | 50378 | Municipalidad de San José | Costa Rica | Latin 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 44 | 1 | 01/20/2022 02:27:05 | |||
| 151038 | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 26 | Generation of grid-supplied energy > Electricity-only generation | 01/20/2022 02:27:05 | |||
| 151039 | Cities 2021 | 2021 | 43912 | City of Edmonton, AB | Canada | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 15 | Total cost provided by the local government | 6 | 01/20/2022 02:27:05 | ||||
| 151040 | Cities 2021 | 2021 | 59633 | City of Santa Cruz, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 20 | Role in the GCC program | 1 | 01/20/2022 02:27:05 | ||||
| 151041 | Cities 2021 | 2021 | 50566 | City of Anchorage, AK | United States of America | North 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) | 2 | Electric | 1 | 36 40ft buses and 10 22ft shuttles. | 01/20/2022 02:27:05 | ||
| 151042 | Cities 2021 | 2021 | 35912 | Surat Municipal Corporation | India | South and West Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7a | Please complete the table reporting your local government Scope 3 emissions. | 2 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151043 | Cities 2021 | 2021 | 73671 | Godoy Cruz | Argentina | Latin 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) | 2 | Solar thermal | 01/20/2022 02:27:05 | ||||
| 151044 | Cities 2021 | 2021 | 859183 | Kamiamakusa City | Japan | East Asia | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 2 | Light Goods vehicles (LGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 151045 | Cities 2021 | 2021 | 60238 | Söderhamns kommun | Sweden | 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) | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 151046 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 10 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151047 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 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 | 1 | Total fleet size | The number of private cars is based on 2014 data. Hybrid vehicles not tracked in Ministry of Transportation registration numbers. The City of Windsor currently does not have any ride share. Limited access to information from Uber/Lyft operating in the City. Do not have access to freight vehicles. | 01/20/2022 02:27:05 | |||
| 151048 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 3 | Scope | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 151049 | Cities 2021 | 2021 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 5 | Auckland is projected to experience up to four times as many hot days into the future resulting in increased health implications particularly for the young, elderly and those with pre-existing illnesses. Access to cooling green space is not equal across the region with some areas having very low canopy cover, often in regions of those already vulnerable. Increased heat will also impact infrastructure with potential disruption to power and water supply as well as the structural integrity of road and rails during periods of extreme heat. An increase in extreme hot days will also impact the natural environment and associated services with detrimental effects for those unable to adapt with risks to food production and biodiversity. | 01/20/2022 02:27:05 | |||
| 151050 | Cities 2021 | 2021 | 54498 | Ayuntamiento de Murcia | Spain | 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? | 2 | PM2.5 (Maximum 24-hour average) | 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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