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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1518551 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 3 | Target type | 1 | Renewable energy consumed (percentage) | 01/20/2022 02:27:05 | ||||
| 1518552 | Cities 2021 | 2021 | 43905 | City of San Antonio, TX | United States of America | North 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. | 12 | Is this target considered to be your cities most ambitious target? | 1 | 01/20/2022 02:27:05 | ||||
| 1518553 | Cities 2021 | 2021 | 54345 | City Government of Davao | Philippines | Southeast Asia and Oceania | 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? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 1518554 | Cities 2021 | 2021 | 59563 | City of Takoma Park, MD | United States of America | North America | 10. Transport | 10.12 | Please indicate if your city currently has any programs or projects to improve air quality. | 0 | 0 | 01/20/2022 02:27:05 | ||||||
| 1518555 | Cities 2021 | 2021 | 862482 | San Pedro Garza García | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518556 | Cities 2021 | 2021 | 849017 | Municipio de Chitré | Panama | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518557 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | 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. | 11 | Co-benefit area | 2 | Enhanced resilience | La información que se muestra en 0 de costos o ahorro energético, consumos o producción no se cuenta con ellos. | 01/20/2022 02:27:05 | ||
| 1518558 | Cities 2021 | 2021 | 832500 | Darlington Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 12 | What scale is the thermal energy mix data | 1 | Thermal energy consumption | Local government operations mix reported | 01/20/2022 02:27:05 | |||
| 1518559 | Cities 2021 | 2021 | 73734 | Envigado | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1b | Based on the climate hazards identified as "high risk" in your city, have you identified climate exposure scenarios? | 2 | Provide a summary of the outcomes of up to three scenarios | 1 | Climate exposure scenarios | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518560 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | 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. | 4 | Status of action | 1 | Operation | 01/20/2022 02:27:05 | |||
| 1518561 | Cities 2021 | 2021 | 59166 | Municipalidad de Independencia | Chile | 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'. | 8 | Total cost of project | 1 | 0 | 01/20/2022 02:27:05 | |||
| 1518562 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518563 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | 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 | 30 | Total Generation of grid-supplied energy | Combination of notation keys | 01/20/2022 02:27:05 | ||
| 1518564 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | Costa Rica | Latin America | 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 | Cost of living | 01/20/2022 02:27:05 | |||
| 1518565 | Cities 2021 | 2021 | 69848 | Municipio de Loja | 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'. | 9 | Total investment cost needed | 5 | 01/20/2022 02:27:05 | ||||
| 1518566 | Cities 2021 | 2021 | 859073 | Ichinohe Town | 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. | 1 | Emissions (metric tonnes CO2e) | 4 | Stationary Energy: energy generation supplied to the grid – Scope 1 (I.4.4) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518567 | Cities 2021 | 2021 | 859081 | City of Sakuragawa | Japan | East Asia | 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. | 9 | Please explain | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518568 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | Chile | 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. | 3 | Average concentration for second most recent year available (ug/m3) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518569 | Cities 2021 | 2021 | 859126 | Iwata City | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 5 | Passenger Transport: Taxi/TNC | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518570 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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) | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518571 | Cities 2021 | 2021 | 54361 | Petaling Jaya City Council | Malaysia | 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. | 8 | Future change in frequency | 2 | Not expected to happen in the future | 01/20/2022 02:27:05 | |||
| 1518572 | Cities 2021 | 2021 | 60277 | Prefeitura de Ilhabela | 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. | 16 | Majority funding source | 2 | Local | 01/20/2022 02:27:05 | |||
| 1518573 | Cities 2021 | 2021 | 50560 | City of Oakland, CA | 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. | 5 | Start year of action | 8 | 01/20/2022 02:27:05 | ||||
| 1518574 | Cities 2021 | 2021 | 54337 | Greater Amman Municipality | Jordan | Middle East | 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 | 9 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 1518575 | Cities 2021 | 2021 | 845299 | San Sebastián de Mariquita | 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. | 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 | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518576 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 2 | Population displacement | 01/20/2022 02:27:05 | |||
| 1518577 | Cities 2021 | 2021 | 35274 | City of Portland, ME | 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 | 2 | Stationary energy > Commercial buildings & facilities | NO | 01/20/2022 02:27:05 | ||
| 1518578 | Cities 2021 | 2021 | 31113 | City of Yokohama | 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. | 1 | Direct emissions (metric tonnes CO2e) | 31 | Total Emissions (excluding generation of grid-supplied energy) | 01/20/2022 02:27:05 | |||
| 1518579 | Cities 2021 | 2021 | 826446 | City of Bradford | 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 | 11 | Enhanced resilience | 01/20/2022 02:27:05 | |||
| 1518580 | Cities 2021 | 2021 | 863412 | City of Tumwater, WA | 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. | 1 | Emissions (metric tonnes CO2e) | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518581 | Cities 2021 | 2021 | 58871 | City of Salem, MA | 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusion | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518582 | Cities 2021 | 2021 | 35993 | Singapore Government | Singapore | Southeast Asia and Oceania | 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. | 3 | Year of publication or approval from local government | 1 | 2020 | 01/20/2022 02:27:05 | |||
| 1518583 | Cities 2021 | 2021 | 833379 | Bani-Suhaila Municipality | State of Palestine | Middle East | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518584 | Cities 2021 | 2021 | 73752 | Bontang City | Indonesia | Southeast Asia and Oceania | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 5 | Incineration or other form of thermal treatment | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518585 | Cities 2021 | 2021 | 49367 | Freetown City | Sierra Leone | Africa | 6. Opportunities | Climate Action Planning | 6.12 | Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables. | 0 | 0 | Yes. Mayor Yvonne Aki-Sawyerr signed Deadline 2020 in late 2019. We are currently in the process of developing a Paris compatible climate action plan with ambitious interim mitigation targets, coupled with a component addressing adaptation. | 01/20/2022 02:27:05 | ||||
| 1518586 | Cities 2021 | 2021 | 57877 | Playa del Carmen | Mexico | Latin America | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 1 | Entity with which your local/regional government collaborates and coordinates horizontally on climate action | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518587 | Cities 2021 | 2021 | 59124 | City of Natchez, MS | 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. | 2 | Average concentration for most recent year available (ug/m3) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518588 | Cities 2021 | 2021 | 74453 | City of Highland Park, IL | United States of America | North 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. | 14 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518589 | Cities 2021 | 2021 | 37261 | City of Pietermaritzburg | South Africa | Africa | 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. | 1 | Commercial | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518590 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 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 | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518591 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | 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. | 3 | Amount | 8 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518592 | Cities 2021 | 2021 | 60633 | La mairie de Bujumbura | Burundi | 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. | 17 | Does this target align to a requirement from a higher level of government? | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1518593 | Cities 2021 | 2021 | 60413 | Municipalidad de La Serena | Chile | Latin America | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 4 | Action description and implementation progress | 1 | El Depto. de Gestión Ambiental y otros organismos sociales y del estado, realizamos acciones, campañas y capacitaciones a la comunidad en general para educar e informar acerca del tema hídrico. | 01/20/2022 02:27:05 | |||
| 1518594 | Cities 2021 | 2021 | 35870 | City of Miami, FL | United States of America | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 1 | Collaboration area | 5 | Energy | 01/20/2022 02:27:05 | |||
| 1518595 | Cities 2021 | 2021 | 58590 | City of Easton, PA | United States of America | North America | 0. Introduction | City Details | 0.6 | Please provide further details about the geography of your city. | 1 | Land area of the city boundary as defined in question 0.1 (in square km) | 1 | Please complete | 12.587 | 01/20/2022 02:27:05 | ||
| 1518596 | Cities 2021 | 2021 | 50384 | Prefeitura de Florianópolis | Brazil | 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. | 1 | Climate hazards | 1 | Flood and sea level rise > Permanent inundation | 01/20/2022 02:27:05 | |||
| 1518597 | Cities 2021 | 2021 | 834385 | Ube City | Japan | East Asia | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 1518598 | Cities 2021 | 2021 | 50671 | Município de Fafe | Portugal | Europe | 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 | 7 | Transportation – Scope 3 (II.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1518599 | Cities 2021 | 2021 | 841980 | Karsiyaka Municipality | Turkey | Europe | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 2 | Inventory year (numerical year) | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | 01/20/2022 02:27:05 | ||||
| 1518600 | Cities 2021 | 2021 | 859052 | Kitami 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. | 21 | Name of the engagement activities | 3 | 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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