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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 150451 | Cities 2021 | 2021 | 54144 | City of Yarra | Australia | Southeast Asia and Oceania | 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 | 01/20/2022 02:27:05 | |||
| 150452 | Cities 2021 | 2021 | 32480 | City of Adelaide | Australia | Southeast Asia and Oceania | 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. | 4 | Emission factor source | 16 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150453 | Cities 2021 | 2021 | 50365 | Municipalidad de Valparaíso | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 150454 | Cities 2021 | 2021 | 59535 | Town of Vail, CO | 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 | 1 | Facillity Wide Energy Conservation Project | 01/20/2022 02:27:05 | |||
| 150455 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | 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 | 5 | A consequence of heavy rainfalls, described above. The areas where soil flooding has had the greatest consequences lie along the old ditches that previously dewatered the ground. | 01/20/2022 02:27:05 | |||
| 150456 | Cities 2021 | 2021 | 839673 | Municipalidad Distrital de Jesús María | Peru | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 6 | 42842 | 01/20/2022 02:27:05 | |||
| 150457 | Cities 2021 | 2021 | 834374 | Tagum City | Philippines | Southeast Asia and Oceania | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 4 | Description of metric / indicator used to track goal | 22 | Percentage of buildings retrofitted using sustainable materials and green building principlesPercentage of building at risk to climate hazards reduced | 01/20/2022 02:27:05 | |||
| 150458 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 150459 | Cities 2021 | 2021 | 60398 | Municipalidad de Copiapó | 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. | 7 | Where can the data be accessed? | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 150460 | Cities 2021 | 2021 | 841577 | Prefeitura do município de Paiçandu | Brazil | Latin 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. | 9 | Comments | 0 | 01/20/2022 02:27:05 | ||||
| 150461 | Cities 2021 | 2021 | 74338 | Yala City Municipality | Thailand | East Asia | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150462 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, ON | Canada | 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. | 20 | Role in the GCC program | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150463 | Cities 2021 | 2021 | 73757 | Sukabumi City | 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. | 22 | Aim of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150464 | Cities 2021 | 2021 | 60384 | Alcaldía de Yopal | Colombia | 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. | 10 | Timescale of reduction / savings / energy production | 1 | Per year | 01/20/2022 02:27:05 | |||
| 150465 | Cities 2021 | 2021 | 60364 | Alcaldía de Florencia | Colombia | Latin America | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 1 | Name of verifier and attach verification certificate | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 150466 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | 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. | 7 | Does the assessment identify vulnerable populations? | 3 | 01/20/2022 02:27:05 | ||||
| 150467 | Cities 2021 | 2021 | 50398 | Ciudad de Juárez | Mexico | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 1 | Total fleet size | 8500 | 01/20/2022 02:27:05 | |||
| 150468 | Cities 2021 | 2021 | 71557 | Quelimane Municipal Council | Mozambique | Africa | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 6 | Year target was set | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150469 | Cities 2021 | 2021 | 859115 | Chikuma 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. | 19 | Name of the stakeholder group | 8 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150470 | Cities 2021 | 2021 | 54092 | City of Ann Arbor, MI | 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. | 1 | Climate hazards | 4 | Extreme Precipitation > Hail | 01/20/2022 02:27:05 | |||
| 150471 | Cities 2021 | 2021 | 60385 | Alcaldía de Villavicencio | 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 | 01/20/2022 02:27:05 | ||
| 150472 | Cities 2021 | 2021 | 42120 | City of Salvador | Brazil | Latin America | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 8 | Other sources | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 150473 | Cities 2021 | 2021 | 55379 | Santa Fé Ciudad | Argentina | 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. | 13 | Total Scope 3 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 150474 | Cities 2021 | 2021 | 49333 | City of Louisville, KY | 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. | 6 | Most relevant assets / services affected overall | 1 | Emergency services | 01/20/2022 02:27:05 | |||
| 150475 | Cities 2021 | 2021 | 58597 | Municipalidad de La Unión | Costa Rica | 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. | 6 | Emission factor value | 93 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150476 | Cities 2021 | 2021 | 59180 | Middelfart Kommune | Denmark | Europe | 10. Transport | 10.6 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 3 | Please provide more detail about the Restricted zone | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 150477 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | 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 | 10 | Plant-based (pulses, nut) protein sources | Question not applicable | 01/20/2022 02:27:05 | |||
| 150478 | Cities 2021 | 2021 | 42178 | Distrito Metropolitano de Quito | Ecuador | 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 | ||||
| 150479 | Cities 2021 | 2021 | 35872 | Municipality of Recife | 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. | 5 | Gas | 85 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150480 | Cities 2021 | 2021 | 845305 | Guarco | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 150481 | Cities 2021 | 2021 | 58543 | Byron Shire Council | Australia | 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 | Social inclusion, social justice | 01/20/2022 02:27:05 | |||
| 150482 | Cities 2021 | 2021 | 50554 | City of Mesa, AZ | United States of America | North America | 3. Adaptation | Adaptation Planning Process | 3.4 | Does your local/regional government apply a Monitoring and Evaluation (M&E) system for monitoring the implementation of adaptation goals and targets as part of the climate adaptation plan (or integrated climate action plan)? | 1 | Response | 1 | Monitoring & Evaluation (M&E) system | Question not applicable | 01/20/2022 02:27:05 | ||
| 150483 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2021? | 4 | Yes | No início de 2018, a Prefeitura de São José dos Campos contratou por meio de licitação pública, uma empresa de consultoria para elaborar o inventário de gases de efeito estufa, a análise de riscos e vulnerabilidades climáticas, o plano de ação de mitigação e adaptação às mudanças climáticas. Ao final do projeto, estimado em 18 meses, esses estudos deverão subsidiar a elaboração da Política Municipal de Mitigação e Adaptação às Mudanças Climáticas. Dessa forma, espera-se que até 2020 o município já tenha mapeado seus perigos climáticos e suas vulnerabilidades. | 01/20/2022 02:27:05 | ||
| 150484 | Cities 2021 | 2021 | 54341 | Toyama 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. | 9 | Publicly available? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 150485 | Cities 2021 | 2021 | 60423 | Municipalidad de la Ciudad de Neuquén | Argentina | 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 | 22 | Capacity building and training activities | 01/20/2022 02:27:05 | |||
| 150486 | Cities 2021 | 2021 | 63999 | City of Miami Beach, FL | 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. | 10 | Percentage reduction target from business as usual | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150487 | Cities 2021 | 2021 | 54608 | Alcaldia de Montería | Colombia | 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. | 6 | Most relevant assets / services affected overall | 1 | Residential | 01/20/2022 02:27:05 | |||
| 150488 | Cities 2021 | 2021 | 848409 | Lince | Peru | 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) | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 150489 | Cities 2021 | 2021 | 832509 | Slough Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 150490 | Cities 2021 | 2021 | 845132 | Prefeitura de Goiás (Goiás Velho) | Brazil | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Please identify which vulnerable populations are affected | 2 | Elderly | 01/20/2022 02:27:05 | |||
| 150491 | Cities 2021 | 2021 | 840178 | Michuhol-gu District of Incheon | Republic of Korea | 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 | 9 | Waste: waste generated within the city boundary – Scope 3 (III.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 150492 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | Peru | 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. | 5 | Means of implementation | 3 | Financial mechanism | 01/20/2022 02:27:05 | |||
| 150493 | Cities 2021 | 2021 | 859067 | Hirosaki City | Japan | East Asia | 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 | |||
| 150494 | Cities 2021 | 2021 | 54111 | City of Iowa City, IA | United States of America | 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 | Waste | 01/20/2022 02:27:05 | |||
| 150495 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | 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. | 14 | Update/revision process in place for the Adaptation Plan | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 150496 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | 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. | 11 | Co-benefit area | 7 | Ecosystem preservation and biodiversity improvement | 01/20/2022 02:27:05 | |||
| 150497 | Cities 2021 | 2021 | 35887 | Ajuntament de València | 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. | 5 | Start year of action | 34 | 2019 | 01/20/2022 02:27:05 | |||
| 150498 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | 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. | 14 | Select the initiatives that this target contributes towards | 2 | Global Covenant of Mayors for Climate & Energy | 01/20/2022 02:27:05 | |||
| 150499 | Cities 2021 | 2021 | 60399 | Municipalidad de Miraflores | Peru | Latin America | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 1 | Tonnes served and/or sold | 3 | Dairy foods | Question not applicable | 01/20/2022 02:27:05 | |||
| 150500 | Cities 2021 | 2021 | 54488 | Trondheim kommune | Norway | 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. | 7 | Where can the data be accessed? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 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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