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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1512301 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | Southeast Asia and Oceania | 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. | 3 | Amount | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512302 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 1512303 | Cities 2021 | 2021 | 43938 | The Executive Council, Govt of Dubai | United Arab Emirates | Middle East | 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 | 1 | Rapid urbanization | 01/20/2022 02:27:05 | |||
| 1512304 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 4 | Does this strategy include sanitation services? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512305 | Cities 2021 | 2021 | 54513 | Uppsala kommun | Sweden | 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. | 5 | Does this goal align with a requirement from a higher level of government? | 2 | No | The goals described below are a selection of climate adaptation related goals in the Comprehensive plan of Uppsala and several sectoral programmes, such as Water Management Programme, Nature Preservation Programme, Stormwater Programme, Park Plan, Architecture Policy and City Centre Strategy. | 01/20/2022 02:27:05 | ||
| 1512306 | Cities 2021 | 2021 | 834096 | City of Richmond, BC | Canada | 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. | 2 | Web link | 2 | Pending (mid-August 2021) | 01/20/2022 02:27:05 | |||
| 1512307 | Cities 2021 | 2021 | 831923 | Muğla | Turkey | Middle East | 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. | 4 | Current magnitude of hazard | 2 | Medium High | 01/20/2022 02:27:05 | |||
| 1512308 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | 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 | 1 | Yes | 01/20/2022 02:27:05 | |||
| 1512309 | Cities 2021 | 2021 | 36159 | Município de Lisboa | Portugal | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 1 | Scale | 1 | City-wide | 01/20/2022 02:27:05 | ||||
| 1512310 | Cities 2021 | 2021 | 11315 | City of Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 1 | Sustainability goals and targets | 1 | Emissions reduction targets | 01/20/2022 02:27:05 | |||
| 1512311 | Cities 2021 | 2021 | 859059 | Kamifurano 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. | 2 | Comment | 9 | Fish protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512312 | Cities 2021 | 2021 | 49342 | City of Rochester, NY | 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 | 5 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 1512313 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 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 | 6 | 01/20/2022 02:27:05 | ||||
| 1512314 | Cities 2021 | 2021 | 54510 | Umeå kommun | Sweden | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 8 | Who owns the data? | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512315 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 3 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | Please explain | 01/20/2022 02:27:05 | |||
| 1512316 | Cities 2021 | 2021 | 831618 | Yaoundé 4 | Cameroon | Africa | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 1512317 | Cities 2021 | 2021 | 31163 | Istanbul Metropolitan Municipality | Turkey | 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. | 2 | Describe how the city is maximizing this opportunity | 2 | Water and wastewater infrastructure of the city is renovated and enlarged. | 01/20/2022 02:27:05 | |||
| 1512318 | Cities 2021 | 2021 | 859140 | Konan City | 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. | 7 | Where can the data be accessed? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512319 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.3 | Does your city-wide emissions reduction target(s) account for the use of transferable emissions units? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1512320 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512321 | Cities 2021 | 2021 | 31113 | City of Yokohama | 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). | 3 | Year data applies to | 6 | Geothermal | 01/20/2022 02:27:05 | ||||
| 1512322 | Cities 2021 | 2021 | 840936 | Prefeitura de Guanhães | Brazil | Latin America | 4. City-wide Emissions | City-wide external verification | 4.12a | Please provide the following information about the city-wide emissions verification. | 2 | Year of verification | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512323 | Cities 2021 | 2021 | 862419 | Sumbawa Regency | Indonesia | Southeast Asia and Oceania | 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 | 1 | Land use planning | 01/20/2022 02:27:05 | |||
| 1512324 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, ON | Canada | 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 | Elderly | 01/20/2022 02:27:05 | |||
| 1512325 | Cities 2021 | 2021 | 862945 | Nueva Concepción | Guatemala | 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 | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512326 | Cities 2021 | 2021 | 42384 | Göteborgs stad | Sweden | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 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 | NE | 01/20/2022 02:27:05 | ||
| 1512327 | 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. | 15 | Total cost provided by the local government | 4 | 01/20/2022 02:27:05 | ||||
| 1512328 | Cities 2021 | 2021 | 54527 | Stadt Bern | 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. | 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 | 20 | IPPU > Product use | NE | 01/20/2022 02:27:05 | ||
| 1512329 | Cities 2021 | 2021 | 840905 | City of Kaysone Phomvihane | Lao People's Democratic Republic | Southeast Asia and Oceania | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.4 | Which gases are included in your emissions inventory? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1512330 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | Costa Rica | 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 | ||||
| 1512331 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | 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. | 8 | Future change in frequency | 4 | Increasing | 01/20/2022 02:27:05 | |||
| 1512332 | Cities 2021 | 2021 | 35475 | City of Calgary, AB | Canada | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 3 | This report starts by looking at recent trends in energy use, energy bills and carbon emissions in Calgary, and it forecasts the cost and carbon implications of business-as-usual development in the city. To inform the discussion on how Calgary could shape its future energy use and carbon emissions, the report then assesses a long list of the measures that a range of actors in Calgary could take. Ranging from changing light bulbs to rebuilding offices, this analysis assesses the cost and carbon implications of single actions and of programmes of action that could be implemented across the city. Individually, many of these actions have only a small impact on energy use and carbon emissions. Collectively, however, the report finds that thousands of small actions, and some broader programmes, could generate massive cost savings and carbon emissions, with significant wider impacts in areas such as job creation, cleaner air, reduced energy poverty, and improved mobility.This report highlights both the opportunity presented to Calgary, and the challenges that need to be overcome if the opportunity is to be taken. Low carbon measures can require large investments, coordination between policymakers, businesses, and individuals, and changes to the ways in which we live and work. However, the analysis shows that the benefits of many actions can far outweigh the costs – a low carbon future for Calgary will not just improve the global climate, but bring economic and social benefits to the lives of Calgarians | 01/20/2022 02:27:05 | |||
| 1512333 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512334 | Cities 2021 | 2021 | 859093 | Chonan Town | Japan | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 8 | Action description and implementation progress | 0 | 01/20/2022 02:27:05 | ||||
| 1512335 | Cities 2021 | 2021 | 840943 | Prefeitura de Boa Ventura | 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. | 10 | Completeness of data (%) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512336 | Cities 2021 | 2021 | 59958 | Tweed Shire Council | Australia | Southeast Asia and Oceania | 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) | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 1512337 | Cities 2021 | 2021 | 848476 | Municipalidad de Cañas | Costa Rica | Latin America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 5 | Total renewable energy covered by target in base year (based on target type specified in column 3) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1512338 | Cities 2021 | 2021 | 53254 | City of Hobart | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512339 | Cities 2021 | 2021 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 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 | 12 | Foods with added sugar | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512340 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North 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 | 3 | 01/20/2022 02:27:05 | ||||
| 1512341 | Cities 2021 | 2021 | 863330 | Rourkela | India | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1512342 | Cities 2021 | 2021 | 2185 | Bristol City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 2 | Please provide details and/or links to more information about the actions your city is taking to increase access to sustainable foods | 4 | Do you use regulatory mechanisms that limit the sale of higher carbon foods (meat, dairy, ultra-processed)? | 01/20/2022 02:27:05 | ||||
| 1512343 | Cities 2021 | 2021 | 36286 | Comune di Ferrara | Italy | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 7 | Wind | 1 | Electricity source | 0 | 01/20/2022 02:27:05 | |||
| 1512344 | Cities 2021 | 2021 | 35883 | City of San José, CA | 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 | 11 | Social inclusion, social justice | 01/20/2022 02:27:05 | |||
| 1512345 | Cities 2021 | 2021 | 36032 | Ville de Dakar | Senegal | Africa | 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) | 1 | 692990 | 01/20/2022 02:27:05 | |||
| 1512346 | Cities 2021 | 2021 | 840945 | Prefeitura de Santa Bárbara | Brazil | Latin America | 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. | 6 | Year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512347 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 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. | 1 | IPCC sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512348 | Cities 2021 | 2021 | 859130 | Handa 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. | 22 | Aim of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1512349 | Cities 2021 | 2021 | 50391 | Prefeitura de Manaus | Brazil | 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. | 5 | Social impact of hazard overall | 1 | Increased demand for healthcare services | 01/20/2022 02:27:05 | |||
| 1512350 | Cities 2021 | 2021 | 54078 | City of Hayward, CA | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 2 | Total Scope 1 emissions (metric tonnes CO2e) | 1 | Local government emissions breakdown | Question not applicable | 01/20/2022 02:27:05 |
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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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