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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162701 | Cities 2021 | 2021 | 834190 | Kurashiki City | Japan | East 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 | |||
| 162702 | Cities 2021 | 2021 | 848408 | Municipio de Cajamarca | Colombia | 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) | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 162703 | Cities 2021 | 2021 | 859114 | Saku 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 | 5 | Target(s) on the reuse of construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 162704 | Cities 2021 | 2021 | 862950 | Prefeitura de Rafard | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Not intending to undertake | 01/20/2022 02:27:05 | ||||
| 162705 | Cities 2021 | 2021 | 848567 | Mid-America Regional Council | 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 | 5 | Fluctuating socio-economic conditions | 01/20/2022 02:27:05 | |||
| 162706 | Cities 2021 | 2021 | 859119 | Minamiminowa Village | 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 | 7 | Criteria to design for durability, reparability and recycling in public procurement | Question not applicable | 01/20/2022 02:27:05 | |||
| 162707 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 1 | Number of private cars | 3 | Hybrid | 01/20/2022 02:27:05 | ||||
| 162708 | Cities 2021 | 2021 | 59538 | City of Mississauga, ON | Canada | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 162709 | Cities 2021 | 2021 | 55801 | City of West Palm Beach, FL | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 6 | Emission factor value | 17 | 10.21 | 01/20/2022 02:27:05 | |||
| 162710 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | Southeast Asia and Oceania | 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? | 1 | Emissions reduction target | 1 | Commercial | Yes | 01/20/2022 02:27:05 | |||
| 162711 | Cities 2021 | 2021 | 848125 | Oreamuno | Costa Rica | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 162712 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 1 | Stationary energy > Residential buildings | 01/20/2022 02:27:05 | |||
| 162713 | Cities 2021 | 2021 | 35864 | Ekurhuleni Metropolitan Municipality | South Africa | Africa | 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. | 9 | Estimated business as usual absolute emissions in target year (metric tonnes CO2e) | 2 | 4.13 | 01/20/2022 02:27:05 | |||
| 162714 | Cities 2021 | 2021 | 832097 | Município de Lagos | Portugal | Europe | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 162715 | Cities 2021 | 2021 | 63615 | Hillerød 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. | 4 | Implementation status | 0 | 01/20/2022 02:27:05 | ||||
| 162716 | Cities 2021 | 2021 | 859178 | Ureshino 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. | 11 | Co-benefit area | 3 | 01/20/2022 02:27:05 | ||||
| 162717 | Cities 2021 | 2021 | 54128 | City of Reno, NV | United States of America | North America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 11 | Year data applies to | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 162718 | Cities 2021 | 2021 | 833284 | West Midlands Combined Authority | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 1 | Total fleet size | 0 | 01/20/2022 02:27:05 | |||
| 162719 | Cities 2021 | 2021 | 43930 | Gemeente Den Haag | Netherlands | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 12 | Does this target align with the global 1.5 -2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 162720 | Cities 2021 | 2021 | 863478 | Coatzacoalcos | Mexico | 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. | 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 | 31 | Total Emissions (excluding generation of grid-supplied energy) | N/A | 01/20/2022 02:27:05 | ||
| 162721 | Cities 2021 | 2021 | 839670 | Municipio de Santa Catarina Pinula | Guatemala | Latin America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 11 | Year data applies to | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 162722 | Cities 2021 | 2021 | 50549 | City of Fort Worth, TX | 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. | 7 | Please identify which vulnerable populations are affected | 2 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 162723 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | 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 | 6 | Stationary energy > Fugitive emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 162724 | Cities 2021 | 2021 | 834289 | Municipality of Rauch | 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) | 11 | 01/20/2022 02:27:05 | ||||
| 162725 | Cities 2021 | 2021 | 36037 | Santiago de Cali | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 5 | Plan Municipal de Gestión del Riesgo de Desastres actualizado y adoptado | 01/20/2022 02:27:05 | |||
| 162726 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.5 | Please describe to what extent the planning process is transparent and open. | 3 | The climate adaptation/mitigation plan makes the different commitments for reporting (including in public meetings) on progress towards implementing the plan explicit | 1 | Planning process | Question not applicable | 01/20/2022 02:27:05 | ||
| 162727 | Cities 2021 | 2021 | 826237 | Alcaldia de Madrid | Colombia | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 162728 | Cities 2021 | 2021 | 54650 | Prefeitura de Palmas | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 1 | Stationary Energy: energy use – Scope 1 (I.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 162729 | Cities 2021 | 2021 | 58626 | City of Racine, WI | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 7 | Total Stationary Energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 162730 | Cities 2021 | 2021 | 36493 | Comune di Pescara | Italy | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 3 | Number of municipal fleet (excluding buses) | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 162731 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Water Supply & Sanitation | 01/20/2022 02:27:05 | |||
| 162732 | Cities 2021 | 2021 | 840018 | Municipalidad Distrital de Ate | Peru | Latin America | 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 | |||
| 162733 | Cities 2021 | 2021 | 859132 | Iwakura City | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 6 | Freight transport | Question not applicable | 01/20/2022 02:27:05 | |||
| 162734 | Cities 2021 | 2021 | 859114 | Saku 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. | 15 | Total cost provided by the local government | 4 | 01/20/2022 02:27:05 | ||||
| 162735 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 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 | 1 | Persons living in sub-standard housing | 01/20/2022 02:27:05 | |||
| 162736 | Cities 2021 | 2021 | 863436 | Stadt Thun | Switzerland | 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) | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 162737 | Cities 2021 | 2021 | 43932 | Auckland 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | 402074 | 01/20/2022 02:27:05 | ||
| 162738 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | 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 | 14 | Waste > Solid waste disposal | NO | 01/20/2022 02:27:05 | ||
| 162739 | Cities 2021 | 2021 | 859129 | Nagaizumi Town | Japan | East Asia | 12. Food | 12.0 | Report the total number of meals that are annually served and/or sold through programs managed by your city (this includes schools, hospitals, shelters, public canteens, etc.). | 2 | Cities facilities | 1 | Total meals served or sold through programs managed by your city | 01/20/2022 02:27:05 | ||||
| 162740 | Cities 2021 | 2021 | 859141 | Takashima City | Japan | East Asia | 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. | 8 | Base year emissions per intensity unit (metric tonnes CO2e per denominator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 162741 | Cities 2021 | 2021 | 50541 | City of Greensboro, NC | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 162742 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 3. Adaptation | Adaptation Planning | 3.2b | Please explain why there is no published plan that addresses climate change adaptation and/or resilience and outline any future arrangements you have to create a plan. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 162743 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 2 | Climate hazards that adaptation goal addresses | 3 | Extreme cold temperature > Extreme winter conditions | 01/20/2022 02:27:05 | |||
| 162744 | Cities 2021 | 2021 | 54070 | City of Eugene, OR | 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. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 2 | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | |||
| 162745 | Cities 2021 | 2021 | 50579 | City of Winnipeg, MB | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 1 | Area affected by climate change | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 162746 | Cities 2021 | 2021 | 859186 | Reihoku 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. | 18 | Web link to action website | 7 | 01/20/2022 02:27:05 | ||||
| 162747 | Cities 2021 | 2021 | 59996 | Batangas City | Philippines | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 162748 | Cities 2021 | 2021 | 36044 | Seferihisar Municipality | Turkey | Europe | 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) | 3 | Hydro power | 01/20/2022 02:27:05 | ||||
| 162749 | Cities 2021 | 2021 | 859135 | Higashiura Town | Japan | East Asia | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 2 | Do you tax/ban higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 162750 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 1 | Pilot/demonstration projects | 1 | Tested by city government | 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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