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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 153851 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | United States of America | North America | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 3 | Scopes / boundary covered | 3 | Scope 3 (other indirect) | 01/20/2022 02:27:05 | |||
| 153852 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 10 | Waste to energy (excluding biomass component) | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 153853 | Cities 2021 | 2021 | 841577 | Prefeitura do município de Paiçandu | Brazil | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 6 | In-land waterways | Question not applicable | 01/20/2022 02:27:05 | |||
| 153854 | Cities 2021 | 2021 | 54305 | Rajkot Municipal Corporation | India | South and West Asia | 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. | 5 | Risk description | 1 | Rajkot is in water scares region, availability of water is very less. Also, soil type is rocky, less chances of rain water purcolation | 01/20/2022 02:27:05 | |||
| 153855 | Cities 2021 | 2021 | 73676 | Umhlathuze | South Africa | Africa | 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? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 153856 | Cities 2021 | 2021 | 73695 | Uranga | Argentina | 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. | 7 | If the city boundary is different from the plan boundary, please explain why | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153857 | Cities 2021 | 2021 | 73635 | Metepec | Mexico | 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. | 1 | Emissions (metric tonnes CO2e) | 8 | Waste: waste generated within the city boundary – Scope 1 (III.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 153858 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | Africa | 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. | 16 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153859 | Cities 2021 | 2021 | 854042 | Città Metropolitana di Milano | Italy | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 10 | Waste to energy (excluding biomass component) | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 153860 | Cities 2021 | 2021 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 12. Food | 12.2 | What is the surface area of potential agricultural spaces within the municipal boundary (km2)? | 2 | Comment | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 153861 | Cities 2021 | 2021 | 73726 | Itagüí | Colombia | Latin 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. | 5 | Risk description | 6 | 01/20/2022 02:27:05 | ||||
| 153862 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | United States of America | North America | 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. | 1 | Sector | 10 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153863 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 16 | Waste > Incineration and open burning | NE | 01/20/2022 02:27:05 | ||
| 153864 | Cities 2021 | 2021 | 74371 | Himeji | Japan | East Asia | 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 | |||
| 153865 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | 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. | 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 | 8 | Transportation > On-road | 01/20/2022 02:27:05 | |||
| 153866 | Cities 2021 | 2021 | 859129 | Nagaizumi 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. | 4 | Implementation status | 2 | Implementation | 01/20/2022 02:27:05 | |||
| 153867 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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 | 1 | Quezon City is now looking into encouraging clean industries utilizing innovative and improved technology and support growth of local products and services. The City will work with the private sector to establish green, energy-efficient and resilient buildings that will not only bring down significantly the City's greenhouse gas emissions, but also result in higher energy savings, better air quality, quality green jobs, and healthier communities.With the various programs, projects and activities of the City Government on climate change and sustainability, the market is wide open for potential providers and experts on renewable energy sources and energy efficient products such as solar powered facilities, technology-based waste disposal option, eco-friendly vehicles, LED lights, and energy efficient appliances, among others, so as to offset and minimize dependence on traditional sources of energy and electricity. | 01/20/2022 02:27:05 | |||
| 153868 | Cities 2021 | 2021 | 54354 | City Government of Makati | Philippines | Southeast Asia and Oceania | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 6 | Bioenergy (Biomass and Biofuels) | 1 | Electricity source | 0 | 01/20/2022 02:27:05 | |||
| 153869 | Cities 2021 | 2021 | 3422 | Greater London Authority | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 14 | Year data applies to | 1 | Electricity source | 2018 | Please note these values are from 2018 for electricity generation. They are UK wide but the vast majority of London's electricity is sourced from the national grid and so these figures are representative for London. Source: https://www.gov.uk/government/statistics/electricity-chapter-5-digest-of-united-kingdom-energy-statistics-dukes | 01/20/2022 02:27:05 | ||
| 153870 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | 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. | 2 | Excluded sources / areas | 1 | Please explain | 01/20/2022 02:27:05 | |||
| 153871 | Cities 2021 | 2021 | 73725 | Guaminí | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | No se registran ventas de combustibles en este sector. | 01/20/2022 02:27:05 | ||
| 153872 | Cities 2021 | 2021 | 54497 | Miasto Wrocław | Poland | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 1 | Medium-term (2026-2050) | 01/20/2022 02:27:05 | |||
| 153873 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 6 | Solar (Thermal) | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 153874 | Cities 2021 | 2021 | 831234 | City of Fredericton, NB | 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. | 2 | Describe how the city is maximizing this opportunity | 2 | The City is currently undertaking a review of natural assets on City owned land, which will be followed by a condition assessment and valuation. This will allow us to protect, maintain and enhance the natural assets the City owns. | 01/20/2022 02:27:05 | |||
| 153875 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 23 | AFOLU > Land use | 01/20/2022 02:27:05 | |||
| 153876 | Cities 2021 | 2021 | 859078 | Town of Yabuki | 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. | 2 | Average concentration for most recent year available (ug/m3) | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 153877 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 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. | 11 | Percentage of target achieved so far | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153878 | Cities 2021 | 2021 | 859082 | Numata 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. | 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 | ||
| 153879 | Cities 2021 | 2021 | 36274 | Comune di Bologna | Italy | Europe | 1. Governance and Data Management | Governance | 1.3 | Please list the key development challenges, barriers and opportunities within the GCC Program. | 2 | Please describe the selected development, challenge, barrier or opportunity | 0 | 01/20/2022 02:27:05 | ||||
| 153880 | Cities 2021 | 2021 | 74401 | City of Encinitas, 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. | 5 | Means of implementation | 12 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 153881 | Cities 2021 | 2021 | 862946 | Manta | Ecuador | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153882 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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. | 9 | Total (auto-calculated) | 1 | Thermal energy consumption | Question not applicable | 01/20/2022 02:27:05 | |||
| 153883 | Cities 2021 | 2021 | 73252 | Pemba Municipality | Mozambique | Africa | 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 | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153884 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | 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 | 2 | Food and agriculture | 01/20/2022 02:27:05 | |||
| 153885 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | 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. | 1 | Emissions (metric tonnes CO2e) | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 153886 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | 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. | 3 | Current probability of hazard | 11 | Medium High | 01/20/2022 02:27:05 | |||
| 153887 | Cities 2021 | 2021 | 840255 | Prefeitura de Iperó | Brazil | 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? | 3 | Energy efficiency target | 4 | New buildings | Question not applicable | 01/20/2022 02:27:05 | |||
| 153888 | Cities 2021 | 2021 | 50383 | Prefeitura de Sorocaba | Brazil | 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 | 4 | All types | Question not applicable | 01/20/2022 02:27:05 | |||
| 153889 | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | 12417317 | 01/20/2022 02:27:05 | ||
| 153890 | Cities 2021 | 2021 | 55799 | Arlington, VA | 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. | 13 | Total cost provided by the majority funding source (currency) | 2 | 01/20/2022 02:27:05 | ||||
| 153891 | Cities 2021 | 2021 | 863202 | Trenggalek Regency | Indonesia | 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. | 10 | Timescale of reduction / savings / energy production | 6 | Projected lifetime | 01/20/2022 02:27:05 | |||
| 153892 | Cities 2021 | 2021 | 834324 | Nihonmatsu City | Japan | East Asia | 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)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 153893 | Cities 2021 | 2021 | 54518 | Helsingborgs stad | Sweden | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 2 | Rating agency | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 153894 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | Europe | 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. | 5 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 153895 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | 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. | 1 | Emissions (metric tonnes CO2e) | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 153896 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | 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 | Development of resource conservation and management | 01/20/2022 02:27:05 | |||
| 153897 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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. | 5 | Global Warming Potential (select relevant IPCC Assessment Report) | 9 | 01/20/2022 02:27:05 | ||||
| 153898 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | 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. | 7 | Please identify which vulnerable populations are affected | 9 | Elderly | 01/20/2022 02:27:05 | |||
| 153899 | Cities 2021 | 2021 | 59535 | Town of Vail, CO | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 153900 | Cities 2021 | 2021 | 859112 | Omachi 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 22 | AFOLU > Livestock | 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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