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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1498301 | Cities 2021 | 2021 | 31112 | Kaohsiung City Government | Taiwan, Greater China | 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 | 1 | CO2e | 01/20/2022 02:27:05 | |||
| 1498302 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | Mexico | 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 | 8 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498303 | Cities 2021 | 2021 | 859095 | Mizuho Town | 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. | 6 | Primary author of assessment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498304 | Cities 2021 | 2021 | 859075 | Minamisanriku Town | Japan | East Asia | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 10 | Total consumption (MWh) | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498305 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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. | 9 | Publicly available? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498306 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | 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 | 3 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 1498307 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | 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. | 7 | Please identify which vulnerable populations are affected | 5 | Marginalized groups | 01/20/2022 02:27:05 | |||
| 1498308 | Cities 2021 | 2021 | 31150 | Bangkok Metropolitan Administration | Thailand | 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. | 15 | Total cost provided by the local government | 12 | 01/20/2022 02:27:05 | ||||
| 1498309 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | 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) | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 1498310 | Cities 2021 | 2021 | 827047 | Fuzhou Municipal People's Government | China | East Asia | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498311 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | Peru | 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. | 6 | Select the initiatives related to this adaptation goal that your city has committed to | 1 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 1498312 | Cities 2021 | 2021 | 54338 | City of Saitama | Japan | East Asia | 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. | 1 | Most recent years available (select year) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498313 | Cities 2021 | 2021 | 58670 | City of Monrovia | Liberia | Africa | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 1498314 | Cities 2021 | 2021 | 54617 | Alcaldia de Pereira | Colombia | 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. | 6 | Most relevant assets / services affected overall | 2 | Society / community & culture | 01/20/2022 02:27:05 | |||
| 1498315 | Cities 2021 | 2021 | 859106 | City of Kanazawa | Japan | 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). | 4 | Comment | 5 | Bioenergy (Biomass and Biofuels) | 01/20/2022 02:27:05 | ||||
| 1498316 | Cities 2021 | 2021 | 60318 | Prefeitura de Porto Velho | Brazil | Latin 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. | 14 | Update/revision process in place for the Adaptation Plan | 0 | 01/20/2022 02:27:05 | ||||
| 1498317 | 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 | 39 | Improved public health | 01/20/2022 02:27:05 | |||
| 1498318 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.5 | List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'. | 4 | Status of financing | 4 | Project partially funded and seeking additional funding | 01/20/2022 02:27:05 | |||
| 1498319 | Cities 2021 | 2021 | 54402 | Lahden kaupunki | Finland | 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. | 8 | Energy savings (MWh) | 10 | 01/20/2022 02:27:05 | ||||
| 1498320 | Cities 2021 | 2021 | 832078 | Município de Mafra | Portugal | 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) | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498321 | Cities 2021 | 2021 | 859137 | The City of Suzuka | Japan | East Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1498322 | Cities 2021 | 2021 | 60433 | Hvidovre Kommune | Denmark | Europe | 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 | 6 | Sanitary landfill with leachate capture and landfill gas management system | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498323 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | Latin America | 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). | 1 | How city is evaluating inclusion and equity | 1 | Response | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498324 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | 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. | 1 | Mitigation action | 9 | Private Transport > Improve fuel economy and reduce CO2 from motorized vehicles | 01/20/2022 02:27:05 | |||
| 1498325 | Cities 2021 | 2021 | 3417 | New York City, NY | 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 | 23 | AFOLU > Land use | NE | 01/20/2022 02:27:05 | ||
| 1498326 | Cities 2021 | 2021 | 73635 | Metepec | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498327 | Cities 2021 | 2021 | 50398 | Ciudad de Juárez | Mexico | Latin America | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 2 | Number of charging points in your metropolitan area | 3 | Slow 3kw or below | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498328 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | 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. | 3 | Fuel type or activity | 57 | Other, please specify: Manejo de Dejetos - Gado Leiteiro | 01/20/2022 02:27:05 | |||
| 1498329 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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. | 1 | Mitigation action | 8 | Energy Supply > Low or zero carbon energy supply generation | 01/20/2022 02:27:05 | |||
| 1498330 | Cities 2021 | 2021 | 54268 | Dunedin City Council | New Zealand | 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 | 9 | Transportation > Rail | 01/20/2022 02:27:05 | |||
| 1498331 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | 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. | 10 | Majority funding source | 8 | (Sub)national | 01/20/2022 02:27:05 | |||
| 1498332 | Cities 2021 | 2021 | 69968 | Alcaldia de Rionegro | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 2 | COVID-19 recovery interventions and climate action synergies | 1 | Response | Recovery interventions that boost public and sustainable transport options | 01/20/2022 02:27:05 | ||
| 1498333 | Cities 2021 | 2021 | 31185 | Miasto Stołeczne Warszawa | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 23 | AFOLU > Land use | 01/20/2022 02:27:05 | |||
| 1498334 | Cities 2021 | 2021 | 42120 | City of Salvador | 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. | 4 | Implementation status | 2 | Scoping | 01/20/2022 02:27:05 | |||
| 1498335 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | Latin America | 3. Adaptation | Adaptation Planning | 3.2 | Does your city council, or similar authority, have a published plan that addresses climate change adaptation and/or resilience? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1498336 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | 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. | 9 | Future change in intensity | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 1498337 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 3 | Stationary energy > Institutional buildings & facilities | 01/20/2022 02:27:05 | |||
| 1498338 | Cities 2021 | 2021 | 73757 | Sukabumi 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498339 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | Europe | 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 | 4 | Storm and wind > Tornado | 01/20/2022 02:27:05 | |||
| 1498340 | Cities 2021 | 2021 | 847236 | Ramona | Argentina | 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) | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1498341 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | Southeast Asia and Oceania | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 3 | Hybrid | 0 | This is not available at the city level. | 01/20/2022 02:27:05 | ||
| 1498342 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 18 | Web link to action website | 9 | https://movedc-dcgis.hub.arcgis.com/ | 01/20/2022 02:27:05 | |||
| 1498343 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | Brazil | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498344 | Cities 2021 | 2021 | 43969 | Ciudad de Asunción | Paraguay | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 6 | Please select which additional sectors are included in the inventory | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498345 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | 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 | Residential | 01/20/2022 02:27:05 | |||
| 1498346 | Cities 2021 | 2021 | 60205 | Commune Bizerte | Tunisia | Africa | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1498347 | Cities 2021 | 2021 | 859131 | Inazawa 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. | 1 | Direct emissions (metric tonnes CO2e) | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1498348 | Cities 2021 | 2021 | 831152 | Municipio de San Pedro de Urabá | Colombia | 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. | 1 | Factors that affect ability to adapt | 3 | Access to education | 01/20/2022 02:27:05 | |||
| 1498349 | Cities 2021 | 2021 | 50383 | Prefeitura de Sorocaba | Brazil | Latin America | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 1 | Name of verifier and attach verification certificate | 1 | Please complete | Secretariado Mundial Iclei | validação inventário 2020.pdf | 01/20/2022 02:27:05 | |
| 1498350 | Cities 2021 | 2021 | 840948 | City of Pakse | Lao People's Democratic Republic | Southeast Asia and Oceania | 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) | Included elsewhere | 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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