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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 125301 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 125302 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, ON | Canada | 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). | 1 | Installed capacity (MW) | 6 | Geothermal | 01/20/2022 02:27:05 | ||||
| 125303 | Cities 2021 | 2021 | 54329 | Bogor City Government | Indonesia | 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 | 6 | Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 125304 | Cities 2021 | 2021 | 54497 | Miasto Wrocław | Poland | 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 | 10 | Transportation > Waterborne navigation | 01/20/2022 02:27:05 | |||
| 125305 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 1 | Installed capacity (MW) | 4 | Wind | 100.71 | 01/20/2022 02:27:05 | |||
| 125306 | Cities 2021 | 2021 | 49347 | City of Omaha, NE | 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. | 7 | Emission factor unit (numerator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125307 | Cities 2021 | 2021 | 859133 | Nagakute City | Japan | East Asia | 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. | 5 | Explanation of boundary choice where the assessment boundary differs from the city boundary | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125308 | Cities 2021 | 2021 | 863333 | Tam Ky | Viet Nam | Southeast Asia and Oceania | 9. Buildings | 9.0 | Is your city implementing any retrofit programs addressing existing commercial, residential and/or municipal buildings? | 2 | Buildings that the program applies to | 1 | Retrofit programs | Question not applicable | 01/20/2022 02:27:05 | |||
| 125309 | Cities 2021 | 2021 | 31149 | Dímos Athinaíon | Greece | 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 | 6 | Stationary energy > Fugitive emissions | IE | 01/20/2022 02:27:05 | ||
| 125310 | Cities 2021 | 2021 | 58323 | Subotica | Serbia | 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 | 19 | IPPU > Industrial process | 01/20/2022 02:27:05 | |||
| 125311 | Cities 2021 | 2021 | 840529 | Ayuntamiento de Victoria (Tamaulipas) | Mexico | Latin America | 0. Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | MXN Mexican Peso | 01/20/2022 02:27:05 | ||||
| 125312 | Cities 2021 | 2021 | 69848 | Municipio de Loja | Ecuador | 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. | 11 | Percentage of target achieved so far | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125313 | Cities 2021 | 2021 | 58865 | Jammerbugt Kommune | Denmark | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 8 | Projected population in target year | 5 | 38422 | 01/20/2022 02:27:05 | |||
| 125314 | Cities 2021 | 2021 | 74338 | Yala City Municipality | Thailand | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 4 | Total energy consumed/produced covered by target in base year (in unit specified in column 2) | 1 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 125315 | Cities 2021 | 2021 | 58590 | City of Easton, PA | 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 | 27 | Generation of grid-supplied energy > CHP generation | NO | 01/20/2022 02:27:05 | ||
| 125316 | Cities 2021 | 2021 | 58489 | Høje-Taastrup Kommune | Denmark | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 11 | Comment | 2 | The massive increase in 2030 is due to a possible data center in the Municipality. | 01/20/2022 02:27:05 | ||||
| 125317 | Cities 2021 | 2021 | 53860 | City of Wilmington, NC | United States of America | North America | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125318 | Cities 2021 | 2021 | 848567 | Mid-America Regional Council | 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. | 5 | Gas | 11 | CO2e | 01/20/2022 02:27:05 | |||
| 125319 | Cities 2021 | 2021 | 61790 | City of Emeryville, CA | United States of America | North America | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 5 | Areas covered by action plan | 2 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 125320 | Cities 2021 | 2021 | 55181 | City of Matsuyama | Japan | East Asia | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 5 | Gas | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125321 | Cities 2021 | 2021 | 60185 | Vantaan kaupunki | Finland | Europe | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 5 | Areas covered by action plan | 2 | Waste | 01/20/2022 02:27:05 | |||
| 125322 | Cities 2021 | 2021 | 31009 | København Kommune | Denmark | 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. | 13 | Finance status | 20 | Finance secured | 01/20/2022 02:27:05 | |||
| 125323 | Cities 2021 | 2021 | 54537 | Sunderland City 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. | 14 | Total cost of the project | 6 | 2219000 | 01/20/2022 02:27:05 | |||
| 125324 | Cities 2021 | 2021 | 13506 | Nottingham City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 1 | Opportunity | 7 | Improved flood risk mitigation | 01/20/2022 02:27:05 | |||
| 125325 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 125326 | Cities 2021 | 2021 | 850568 | Prefeitura de Rolândia | Brazil | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 4 | Status of financing | 1 | 01/20/2022 02:27:05 | ||||
| 125327 | Cities 2021 | 2021 | 841540 | South Lakeland District 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. | 8 | Future change in frequency | 2 | Increasing | 01/20/2022 02:27:05 | |||
| 125328 | Cities 2021 | 2021 | 859177 | Takeo City | Japan | East Asia | 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 | 6 | Total protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 125329 | Cities 2021 | 2021 | 61467 | Dipolog City | Philippines | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.1 | Please describe how the target(s) reported above align with the global 1.5 - 2 °C pathway set out in the Paris agreement. | 0 | 0 | 01/20/2022 02:27:05 | |||||
| 125330 | Cities 2021 | 2021 | 31110 | Comune di Roma Capitale | Italy | 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. | 7 | Sectors/areas adaptation action applies to | 8 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 125331 | Cities 2021 | 2021 | 839970 | San Justo (Argentina) | Argentina | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 17 | Total cost provided by the majority funding source (currency) | 24 | 01/20/2022 02:27:05 | ||||
| 125332 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 3 | Base year | 1 | 2012 | 01/20/2022 02:27:05 | ||||
| 125333 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | United States of America | 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 | 3 | Increase city-wide tree canopy from 42% to 60% and seek to achieve a 30% tree canopy in all neighborhoods, prioritizing areas with a high heat vulnerability index rating and low tree canopy coverage. | 01/20/2022 02:27:05 | |||
| 125334 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | Latin America | 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? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 1 | Food | Question not applicable | 01/20/2022 02:27:05 | ||
| 125335 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.8 | Please indicate if your city-wide emissions have increased, decreased, or stayed the same since your last emissions inventory, and describe why. | 3 | Please explain and quantify changes in emissions | 1 | Please explain | Estima-se que o aumento das emissões do Setor EnergiaEstacionária esteja associado ao aumento de consumoenergético da cidade, decorrente do crescimento daprodução imobiliária e da expansão da infraestruturaurbana. Com relação ao Setor Transporte, a redução expressivadas emissões pode ser decorrente da redução do consumo decombustível, da diminuição na frota de veículos, na melhoria da eficiência dos motores, na opção do cidadão ou usuário em escolher outras alternativas de deslocamento, ou em utilizar combustíveis menos poluentes.No caso do Setor Resíduos, apesar das emissões totaisapresentarem um ligeiro aumento, este fato deve-seessencialmente ao aumento das emissões geradas pelo tratamento de efluentes. Para o Subsetor de DisposiçãoFinal de Resíduos Sólidos, houve uma redução pelo fatode não terem ocorrido mudanças significativas tanto nasquantidades de resíduos gerados na cidade, quanto nacomposição gravimétrica, tal diminuição provavelmenterefere-se ao fato da planta de disposição final de resíduossólidos ter iniciado o aproveitamento energético do gáscoletado. | 01/20/2022 02:27:05 | ||
| 125336 | Cities 2021 | 2021 | 852443 | Ferndale, MI | United States of America | North 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) | 4 | Industrial | Question not applicable | 01/20/2022 02:27:05 | |||
| 125337 | Cities 2021 | 2021 | 35873 | Municipality of Medellín | Colombia | 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 | 7 | Public preparedness (including practice exercises/drills) | 01/20/2022 02:27:05 | |||
| 125338 | Cities 2021 | 2021 | 859164 | Sanyo-Onoda 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. | 9 | Renewable energy production (MWh) | 11 | 01/20/2022 02:27:05 | ||||
| 125339 | Cities 2021 | 2021 | 826446 | City of Bradford | 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. | 8 | Future change in frequency | 3 | Increasing | 01/20/2022 02:27:05 | |||
| 125340 | Cities 2021 | 2021 | 74453 | City of Highland Park, 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 12 | Transportation > Off-road | 0 | 01/20/2022 02:27:05 | ||
| 125341 | Cities 2021 | 2021 | 35848 | Municipality of Belo Horizonte | Brazil | 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). | 3 | Year data applies to | 4 | Wind | 01/20/2022 02:27:05 | ||||
| 125342 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 125343 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | 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. | 9 | Comments | 4 | third MEI | 01/20/2022 02:27:05 | |||
| 125344 | Cities 2021 | 2021 | 60011 | City of San Jose del Monte | Philippines | Southeast Asia and Oceania | 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. | 8 | Percentage reduction target | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 125345 | Cities 2021 | 2021 | 862768 | Vallentuna kommun | Sweden | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 15 | Total cost provided by the local government | 9 | 01/20/2022 02:27:05 | ||||
| 125346 | Cities 2021 | 2021 | 54341 | Toyama City | 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. | 1 | Emissions (metric tonnes CO2e) | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 125347 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | Latin America | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 1 | Re-use | Question not applicable | 01/20/2022 02:27:05 | |||
| 125348 | Cities 2021 | 2021 | 63615 | Hillerød Kommune | Denmark | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 125349 | Cities 2021 | 2021 | 43914 | City of Charlotte, NC | 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. | 3 | Means of implementation | 4 | Development and implementation of action plan | 01/20/2022 02:27:05 | |||
| 125350 | Cities 2021 | 2021 | 840514 | Blitar City | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 23 | AFOLU > Land use | 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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