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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1515401 | Cities 2021 | 2021 | 60053 | Indore Municipal Corporation | India | South and West Asia | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 8 | Egg protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515402 | Cities 2021 | 2021 | 834400 | Yasothon Town Municipality | Thailand | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515403 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | 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. | 9 | Publicly available? | 1 | PM2.5 (1 year (annual) mean) | Yes | 01/20/2022 02:27:05 | |||
| 1515404 | Cities 2021 | 2021 | 74375 | Itabashi | Japan | East Asia | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 1 | GHG emissions (tonne CO2e) | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515405 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 8 | Action description and implementation progress | 9 | Air quality impacts associated with ground level ozone formation as temperatures rise can be mitigated by shifting away from fossil fuels to renewable/clean energy. Multiple actions to improve air quality are being taken, including: - Increase support for homes and businesses to develop renewable energy- Divest from fossil fuels and invest in renewable energy at the utility and regional scale- Create solar incentives and streamline solar permitting process- Increase real-time air quality monitoring- Encourage passive solar and green building design- Encourage businesses to increase the number of electric vehicles in their fleets- Implementation of Louisville's Greenhouse Gas Emissions Reduction Plan- Educate the public on the laws and regulations that protect our health from harmful emissions (e.g. Clearing the Air Workship Series) | 01/20/2022 02:27:05 | |||
| 1515406 | Cities 2021 | 2021 | 50354 | Alcaldía de Tegucigalpa | Honduras | 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. | 2 | Where data is not available, please explain why | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515407 | Cities 2021 | 2021 | 859197 | Iheya Village | 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) | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515408 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0a | Please provide details of your total city-wide base year emissions reduction (absolute) target(s). In addition, you may add rows to provide details of your sector-specific targets, by providing the base year emissions specific to that target. | 10 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 12 | 01/20/2022 02:27:05 | ||||
| 1515409 | Cities 2021 | 2021 | 2430 | City of Burlington, VT | 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. | 4 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | 01/20/2022 02:27:05 | ||||
| 1515410 | Cities 2021 | 2021 | 50394 | Prefeitura Municipal de João Pessoa | Brazil | Latin America | 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. | 1 | Source | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515411 | Cities 2021 | 2021 | 840944 | Prefeitura de Carnaúba dos Dantas | 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 | 9 | Transportation > Rail | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515412 | Cities 2021 | 2021 | 60011 | City of San Jose del Monte | Philippines | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 18 | Total Waste | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515413 | Cities 2021 | 2021 | 35904 | Kolkata Metropolitan Area | India | South and West Asia | 5. Emissions Reduction | Mitigation Target setting | 5.2 | Is your city-wide emissions reduction target(s) conditional on the success of an externality or component of policy outside of your control? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1515414 | Cities 2021 | 2021 | 54360 | Shah Alam City Council | Malaysia | 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. | 3 | Means of implementation | 13 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 1515415 | Cities 2021 | 2021 | 834313 | Municipality of Tópaga | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | NO | 01/20/2022 02:27:05 | ||
| 1515416 | Cities 2021 | 2021 | 848124 | Goicoechea | Costa Rica | Latin America | 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 | 01/20/2022 02:27:05 | ||||
| 1515417 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | 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. | 5 | Areas covered by action plan | 1 | Transport (Mobility) | 01/20/2022 02:27:05 | |||
| 1515418 | 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. | 16 | Majority funding source | 11 | 01/20/2022 02:27:05 | ||||
| 1515419 | Cities 2021 | 2021 | 35857 | City of Cincinnati, OH | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 4 | Number of freight vehicles | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1515420 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | Europe | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 4 | Comment | 2 | Solar thermal | 01/20/2022 02:27:05 | ||||
| 1515421 | Cities 2021 | 2021 | 859160 | Setouchi 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. | 10 | Timescale of reduction / savings / energy production | 6 | 01/20/2022 02:27:05 | ||||
| 1515422 | Cities 2021 | 2021 | 54075 | City of Lakewood, CO | United States of America | North America | 12. Food | 12.3 | Does your city have any policies relating to food consumption within your city? If so, please describe the expected outcome of the policy. | 2 | Please describe the expected outcome of the policy | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1515423 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 6 | Total energy consumed/produced covered by target in target year (in unit specified in column 2) | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1515424 | Cities 2021 | 2021 | 50362 | Municipalidad de Concepción | Chile | 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 | 3 | Migration from rural areas to cities | 01/20/2022 02:27:05 | |||
| 1515425 | Cities 2021 | 2021 | 859078 | Town of Yabuki | 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. | 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515426 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | 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. | 4 | Implementation status | 7 | Implementation | 01/20/2022 02:27:05 | |||
| 1515427 | Cities 2021 | 2021 | 859060 | Shosanbetsu Village | 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. | 7 | Does the assessment identify vulnerable populations? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515428 | Cities 2021 | 2021 | 35897 | Municipality of Campinas | Brazil | Latin 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) | 70 | tonelada | 01/20/2022 02:27:05 | |||
| 1515429 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | 01/20/2022 02:27:05 | ||||
| 1515430 | Cities 2021 | 2021 | 59124 | City of Natchez, MS | 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. | 9 | Renewable energy production (MWh) | 0 | 01/20/2022 02:27:05 | ||||
| 1515431 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | 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 | 3 | Land use planning | 01/20/2022 02:27:05 | |||
| 1515432 | Cities 2021 | 2021 | 50549 | City of Fort Worth, TX | United States of America | North 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. | 14 | Update/revision process in place for the Adaptation Plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515433 | Cities 2021 | 2021 | 859061 | Teshio 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. | 1 | Direct emissions (metric tonnes CO2e) | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515434 | Cities 2021 | 2021 | 848124 | Goicoechea | Costa Rica | Latin America | 6. Opportunities | Climate Action Planning | 6.13 | How many people within your city are employed in green jobs/industries? | 3 | If you analyse demographic variables, please indicate which variables from the list below | 1 | Green jobs/industries | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515435 | Cities 2021 | 2021 | 863464 | Tilarán | Costa Rica | 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) | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515436 | Cities 2021 | 2021 | 54632 | Prefeitura de Caruaru | Brazil | 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) | 12 | Agriculture, Forestry and Land Use – Scope 1 (V) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515437 | Cities 2021 | 2021 | 863190 | Renca | 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'. | 6 | Identified financing model description | 2 | Donación y cofinanciamiento | 01/20/2022 02:27:05 | |||
| 1515438 | Cities 2021 | 2021 | 859166 | Tadotsu Town | 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515439 | Cities 2021 | 2021 | 859120 | Matsukawa Town | 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. | 9 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515440 | Cities 2021 | 2021 | 840313 | Municipalidad Cerro Navia | Chile | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.1 | Please state the dates of the accounting year or 12-month period for which you are reporting an emissions inventory for your local government operations. | 1 | From | 1 | Accounting year dates | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515441 | Cities 2021 | 2021 | 859190 | Aira 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1515442 | Cities 2021 | 2021 | 840024 | Perth and Kinross | 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. | 3 | Means of implementation | 2 | Infrastructure development | 01/20/2022 02:27:05 | |||
| 1515443 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | Europe | 12. Food | 12.6 | What percentage of your population is food insecure? | 2 | Comment | 1 | Population that is food insecure | Question not applicable | 01/20/2022 02:27:05 | |||
| 1515444 | Cities 2021 | 2021 | 60410 | Municipalidad de Peñalolén | Chile | Latin America | 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. | 7 | Population in inventory year | 1 | 266798 | 01/20/2022 02:27:05 | |||
| 1515445 | Cities 2021 | 2021 | 58323 | Subotica | Serbia | Europe | 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 | 2 | 01/20/2022 02:27:05 | ||||
| 1515446 | Cities 2021 | 2021 | 50550 | City of Buffalo, 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. | 2 | Action title | 11 | 01/20/2022 02:27:05 | ||||
| 1515447 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | United States of America | North America | 9. Buildings | 9.0 | Is your city implementing any retrofit programs addressing existing commercial, residential and/or municipal buildings? | 1 | Response | 1 | Retrofit programs | Yes | 01/20/2022 02:27:05 | |||
| 1515448 | Cities 2021 | 2021 | 59985 | City of Puerto Princesa | Philippines | Southeast Asia and Oceania | 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. | 1 | Risks | 1 | Increased water stress | 01/20/2022 02:27:05 | |||
| 1515449 | Cities 2021 | 2021 | 31052 | City of Cardiff | United Kingdom of Great Britain and Northern Ireland | Europe | 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. | 1 | Boundary of inventory relative to city boundary (reported in 0.1) | 1 | Please explain | Same – covers entire city and nothing else | 01/20/2022 02:27:05 | ||
| 1515450 | Cities 2021 | 2021 | 862468 | Borlänge kommun | Sweden | Europe | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 1 | Area affected by climate change | 2 | Areas outside the health sector (e.g. agriculture, water and sanitation, transport, power generation, built environment) | 01/20/2022 02:27:05 |
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Description
PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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