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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1521501 | Cities 2021 | 2021 | 831952 | Municipalidad de Portoviejo | Ecuador | Latin America | 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. | 2 | Sector | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521502 | Cities 2021 | 2021 | 73252 | Pemba Municipality | Mozambique | Africa | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | 01/19/2022 02:30:06 | ||||
| 1521503 | Cities 2021 | 2021 | 54519 | Lunds 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? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521504 | Cities 2021 | 2021 | 55419 | City of Miramar, FL | United States of America | North 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 | 9 | Waste: waste generated within the city boundary – Scope 3 (III.X.2) | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521505 | Cities 2021 | 2021 | 31164 | Ho Chi Minh 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 21 | Total IPPU | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521506 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 6 | Total Scope 1 emissions - please ensure this matches the calculated total above | 1 | City-wide emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521507 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | United States of America | 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. | 1 | Most recent years available (select year) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521508 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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. | 5 | Start year of action | 6 | https://cdn.paris.fr/paris/2020/01/09/1253320023851dec2f8506f83cfe5289.pdfAnnual report 2019 Paris Climate Action PlanFinancial amounts expressed in euros | 01/19/2022 02:30:06 | |||
| 1521509 | Cities 2021 | 2021 | 859172 | Asakura 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) | 7 | Total Stationary Energy | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521510 | Cities 2021 | 2021 | 35913 | City of Nairobi | Kenya | Africa | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 1 | Coal | 1 | Electricity source | 01/19/2022 02:30:06 | ||||
| 1521511 | Cities 2021 | 2021 | 60029 | City of Cagayan de Oro | Philippines | Southeast Asia and Oceania | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 2 | Year data applies to | 1 | Please complete | 2020 | 01/19/2022 02:30:06 | |||
| 1521512 | Cities 2021 | 2021 | 859254 | Uppvidinge kommun | Sweden | 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. | 20 | Role in the GCC program | 1 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521513 | Cities 2021 | 2021 | 35880 | Municipality of Porto Alegre | Brazil | Latin 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. | 8 | Base year emissions per intensity unit (metric tonnes CO2e per denominator) | 9 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521514 | Cities 2021 | 2021 | 58489 | Høje-Taastrup 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. | 13 | Finance status | 7 | Finance secured | 01/19/2022 02:30:06 | |||
| 1521515 | Cities 2021 | 2021 | 35898 | Greater Manchester | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.9 | How many instances of exceeding your city’s Air Quality Index standards for the Air Quality Index (AQI) has your city experienced? | 3 | Year data applies to | 0 | Question not applicable | 01/19/2022 02:30:06 | ||||
| 1521516 | Cities 2021 | 2021 | 859143 | Miyazu 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 | 1 | Do you subsidise fresh fruits and vegetables? | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521517 | Cities 2021 | 2021 | 834232 | Municipality of Caldas | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 1 | Stationary energy > Residential buildings | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521518 | Cities 2021 | 2021 | 50361 | Ayuntamiento de Hermosillo | Mexico | 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. | 3 | Means of implementation | 9 | Capacity building and training activities | 01/19/2022 02:30:06 | |||
| 1521519 | Cities 2021 | 2021 | 50555 | City of Hamilton, 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. | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | NO | 01/19/2022 02:30:06 | ||
| 1521520 | Cities 2021 | 2021 | 859151 | Kato City | Japan | East Asia | 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 | 14 | TOTAL Scope 2 emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521521 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | 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 | 14 | Waste > Solid waste disposal | 01/19/2022 02:30:06 | |||
| 1521522 | Cities 2021 | 2021 | 50208 | Adana Metropolitan Municipality | Turkey | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 12 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521523 | Cities 2021 | 2021 | 50381 | Municipio de Torreón | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | Please provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why. | 6 | Total Scope 1 emissions - please ensure this matches the calculated total above | 1 | City-wide emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521524 | Cities 2021 | 2021 | 834385 | Ube 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 | 7 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521525 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | United States of America | North 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. | 12 | Is this target considered to be your cities most ambitious target? | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521526 | Cities 2021 | 2021 | 60381 | Alcaldía Distrital de Santa Marta | 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) | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521527 | Cities 2021 | 2021 | 849040 | General Pueyrredon | 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? | 3 | Energy efficiency target | 4 | New buildings | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521528 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 1 | Type of transferable emissions | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521529 | Cities 2021 | 2021 | 73725 | Guaminí | 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. | 10 | Future expected magnitude of hazard | 8 | Medium High | 01/19/2022 02:30:06 | |||
| 1521530 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | Colombia | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 1 | Vegetables | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521531 | Cities 2021 | 2021 | 35879 | City of Minneapolis, MN | United States of America | North 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 | 5 | Transportation – Scope 1 (II.X.1) | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521532 | Cities 2021 | 2021 | 863498 | Zinacantepec | Mexico | 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. | 2 | Did this hazard significantly impact your city before 2021? | 2 | Yes | 01/19/2022 02:30:06 | |||
| 1521533 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 7 | Storm surge is an important cause of coastal erosion in the littoral areas. It is caused by extreme weather contitions, most of all strong wind.In case of high tide (full moon, wind from the south, low atmospheric pressure) the flooding and waves can be very strong and also dangerous for things and lives. | 01/19/2022 02:30:06 | |||
| 1521534 | Cities 2021 | 2021 | 859073 | Ichinohe 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/19/2022 02:30:06 | ||
| 1521535 | Cities 2021 | 2021 | 834047 | Choma Municipal Council | Zambia | 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 | 01/19/2022 02:30:06 | |||
| 1521536 | Cities 2021 | 2021 | 848124 | Goicoechea | Costa Rica | Latin America | 12. Food | 12.5 | Please report the total annual volume of food waste (subset of organic waste) in tonnes. | 1 | Total annual volume of food waste (subset of organic waste) in tonnes | 1 | Total annual volume of food waste | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521537 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 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. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 3 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521538 | Cities 2021 | 2021 | 60029 | City of Cagayan de Oro | Philippines | Southeast Asia and Oceania | 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 | 5 | Ecosystem preservation and biodiversity improvement | 01/19/2022 02:30:06 | |||
| 1521539 | Cities 2021 | 2021 | 54253 | Wollongong City Council | Australia | Southeast Asia and Oceania | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 6 | Freight transport | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521540 | Cities 2021 | 2021 | 859162 | Fukuyama 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. | 2 | Average concentration for most recent year available (ug/m3) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521541 | Cities 2021 | 2021 | 59653 | City of Manhattan Beach, CA | 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. | 2 | Describe how the city is maximizing this opportunity | 5 | The CAAP is exploring opportunities for expanding partnerships within the city. Partnerships may include utility companies, local construction/roofing contractors, or non-profit organizations to provide affordable rooftop solar installations. | 01/19/2022 02:30:06 | |||
| 1521542 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | 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 | 01/19/2022 02:30:06 | |||
| 1521543 | Cities 2021 | 2021 | 63562 | City of South Bend, IN | 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 | 25 | Total AFOLU | N/A | 01/19/2022 02:30:06 | ||
| 1521544 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | Latin America | 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 | 7 | Other, please specify | 01/19/2022 02:30:06 | ||||
| 1521545 | Cities 2021 | 2021 | 43969 | Ciudad de Asunción | Paraguay | Latin America | 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. | 6 | Year target was set | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521546 | Cities 2021 | 2021 | 839649 | Ayuntamiento de Centro | Mexico | Latin America | 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 | 2 | Solar thermal | 01/19/2022 02:30:06 | ||||
| 1521547 | Cities 2021 | 2021 | 60351 | Prefeitura de Sobral | Brazil | Latin 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 | Carta de Intenção de Sobral Ceará-Brasil, no Pacto pelo Clima. | 01/19/2022 02:30:06 | ||||
| 1521548 | Cities 2021 | 2021 | 58513 | City of Medford, MA | 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. | 8 | Emission factor unit (denominator) | 6 | Question not applicable | 01/19/2022 02:30:06 | |||
| 1521549 | Cities 2021 | 2021 | 31165 | Stadt Heidelberg | Germany | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 5 | NO2 (1 year (annual) mean) | 23 | 01/19/2022 02:30:06 | |||
| 1521550 | Cities 2021 | 2021 | 63941 | Broward County, FL | United States of America | North America | 10. Transport | 10.5a | Please provide more details about the low or zero-emissions zone and/or restrictions on high polluting vehicles that cover a significant part of the city. | 2 | Stipulations and any plans to expand | 1 | Please complete | Question not applicable | 01/19/2022 02:30:06 |
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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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