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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164051 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 9 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 164052 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | Costa Rica | 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. | 2 | Action title | 1 | Manual de construcción sostenible | 01/20/2022 02:27:05 | |||
| 164053 | Cities 2021 | 2021 | 31111 | Tokyo Metropolitan Government | Japan | East Asia | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 36 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 164054 | Cities 2021 | 2021 | 73795 | Girardota | Colombia | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164055 | Cities 2021 | 2021 | 826429 | Município de Figueira da Foz | Portugal | 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) | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 164056 | Cities 2021 | 2021 | 834167 | Kochi Municipal Corporation | India | South and West Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164057 | Cities 2021 | 2021 | 58591 | City of Greenbelt, MD | United States of America | North America | 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 | ||||
| 164058 | Cities 2021 | 2021 | 50782 | Dhaka City | Bangladesh | South and West 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. | 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 | 13 | Total Transport | 01/20/2022 02:27:05 | |||
| 164059 | 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. | 11 | Co-benefit area | 1 | Greening the economy | 01/20/2022 02:27:05 | |||
| 164060 | Cities 2021 | 2021 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 164061 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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) | 15 | Waste > Biological treatment | 413.99 | 01/20/2022 02:27:05 | ||
| 164062 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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. | 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 | 12 | Transportation > Off-road | NO | 01/20/2022 02:27:05 | ||
| 164063 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | United Kingdom of Great Britain and Northern Ireland | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7b | Please explain why you do not measure your local government Scope 3 emissions and detail your plans to do so in the future, if any. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 164064 | Cities 2021 | 2021 | 73725 | Guaminí | Argentina | Latin America | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 4 | New buildings | Question not applicable | 01/20/2022 02:27:05 | |||
| 164065 | 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'. | 5 | Financing model identified | 4 | No | 01/20/2022 02:27:05 | |||
| 164066 | Cities 2021 | 2021 | 859146 | Ine Town | 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 | 5 | Tubers or starchy | Question not applicable | 01/20/2022 02:27:05 | |||
| 164067 | Cities 2021 | 2021 | 863238 | Stadt St.Gallen | Switzerland | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 2 | Fuel | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164068 | Cities 2021 | 2021 | 61427 | Municipality of Nacala | Mozambique | Africa | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 7 | •Surveys on local communities’ understanding of impacts of natural hazards, and how they affect Nacala, as well as local communities’ understanding of what they can do to reduce the impacts of natural hazards; •Observation/ photographic records of communities’ good practice. | 01/20/2022 02:27:05 | |||
| 164069 | Cities 2021 | 2021 | 859141 | Takashima City | Japan | East Asia | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 1 | Motorcycle/Two-wheeler | Question not applicable | 01/20/2022 02:27:05 | |||
| 164070 | Cities 2021 | 2021 | 859126 | Iwata 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 4 | 01/20/2022 02:27:05 | ||||
| 164071 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 8 | Energy savings (MWh) | 45 | 01/20/2022 02:27:05 | ||||
| 164072 | Cities 2021 | 2021 | 50370 | Municipalidad de Tampico | 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 | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 164073 | Cities 2021 | 2021 | 31171 | Ayuntamiento de Madrid | Spain | 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 | 25 | Total AFOLU | 01/20/2022 02:27:05 | |||
| 164074 | Cities 2021 | 2021 | 74672 | Bursa Nilüfer Municipality | Turkey | Europe | 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) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164075 | Cities 2021 | 2021 | 59707 | Town of Princeton, NJ | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 1 | Improved public health | 01/20/2022 02:27:05 | |||
| 164076 | Cities 2021 | 2021 | 54110 | City of Santa Monica, CA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Most relevant assets / services affected overall | 3 | Food & agriculture | 01/20/2022 02:27:05 | |||
| 164077 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | Latin America | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 2 | Threshold used for energy poverty | 1 | Energy Poverty | 01/20/2022 02:27:05 | ||||
| 164078 | Cities 2021 | 2021 | 35274 | City of Portland, ME | United States of America | North America | 0. Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | USD US Dollar | 01/20/2022 02:27:05 | ||||
| 164079 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 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 | 4 | Increased opportunities for investment in infrastructure projects | 01/20/2022 02:27:05 | |||
| 164080 | Cities 2021 | 2021 | 863498 | Zinacantepec | Mexico | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 11 | Total cost of the project (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 164081 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | 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. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 164082 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | 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. | 22 | Aim of the engagement activities | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164083 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.7 | If the submitted GHG inventory is baseline inventory for target setting, please provide the Baseline Synthesis Report and stakeholder consultation process and results to this inventory. | 4 | Stakeholder consultation reference document for this inventory, including consultation process and results | 1 | Please complete | 01/20/2022 02:27:05 | |||
| 164084 | Cities 2021 | 2021 | 859144 | Kizugawa City | Japan | East Asia | 11. Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 2 | Comment | 1 | Total population living within 500m of a mass transit station | Question not applicable | 01/20/2022 02:27:05 | |||
| 164085 | Cities 2021 | 2021 | 63543 | Fredensborg Kommune | Denmark | Europe | 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 | |||
| 164086 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 7 | Taxis or shared vehicles (i.e. for hire vehicles) | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 164087 | Cities 2021 | 2021 | 57509 | Prefeitura de Niterói | 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. | 23 | Attach reference document | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164088 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | United Kingdom of Great Britain and Northern Ireland | 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) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 164089 | Cities 2021 | 2021 | 859193 | China 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. | 23 | Attach reference document | 13 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164090 | Cities 2021 | 2021 | 863436 | Stadt Thun | Switzerland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 164091 | Cities 2021 | 2021 | 68290 | Wyndham City Council | Australia | 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. | 5 | Social impact of hazard overall | 2 | Increased risk to already vulnerable populations | 01/20/2022 02:27:05 | |||
| 164092 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | 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? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 164093 | Cities 2021 | 2021 | 49389 | Kyoto | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 2 | Stationary energy > Commercial buildings & facilities | 01/20/2022 02:27:05 | |||
| 164094 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | 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. | 2 | Action title | 32 | Waste management - Optimisation of waste-to-energy plant and separate-waste collection | 01/20/2022 02:27:05 | |||
| 164095 | Cities 2021 | 2021 | 60638 | Walvis Bay Municipality | Namibia | Africa | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 3 | Do you use regulatory mechanisms that limit advertising of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 164096 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | 01/20/2022 02:27:05 | |||
| 164097 | Cities 2021 | 2021 | 62855 | Egedal 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 20 | IPPU > Product use | NO | 01/20/2022 02:27:05 | ||
| 164098 | Cities 2021 | 2021 | 49334 | City of Richmond, VA | United States of America | North America | 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. | 1 | Water security risk drivers | 1 | Inadequate or ageing water supply infrastructure | 01/20/2022 02:27:05 | |||
| 164099 | Cities 2021 | 2021 | 859080 | Namie Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 164100 | Cities 2021 | 2021 | 862482 | San Pedro Garza García | Mexico | Latin 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? | 1 | International | 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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