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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1480851 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | Colombia | 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 | 0 | 01/20/2022 02:27:05 | |||
| 1480852 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 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. | 8 | Total Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480853 | Cities 2021 | 2021 | 826209 | Aipromades Lago de Chapala | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.0 | Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below. | 2 | Description | 4 | Por medio de un Programa de Gestión de agua (por elaborarse), el Programa de Áreas estatales de protección hidrológica y el Programa de recuperación del Río Santiago | 01/20/2022 02:27:05 | |||
| 1480854 | Cities 2021 | 2021 | 60369 | Alcaldía Municipal de Armenia | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 29 | Generation of grid-supplied energy > Local renewable generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480855 | Cities 2021 | 2021 | 73750 | Tarakan 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. | 8 | Energy savings (MWh) | 1 | 01/20/2022 02:27:05 | ||||
| 1480856 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | Europe | 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. | 3 | Action title | 1 | the City of Venice approved its Water Management Plan for the mainland in march 2020; | 01/20/2022 02:27:05 | |||
| 1480857 | Cities 2021 | 2021 | 50381 | Municipio de Torreón | Mexico | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480858 | Cities 2021 | 2021 | 826212 | Junta intermunicipal para la gestión integral de la cuenca del Río Coahuayana (JIRCO) | Mexico | Latin 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 | ||||
| 1480859 | Cities 2021 | 2021 | 54611 | Alcaldia de Manizales | 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. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 1 | A la fecha no se han presentado emergencias por fenómenos de granizo, pero este evento ha venido ocurriendo con mayor frecuencia en el sector, provocando daños a la infraestructura habitacional y establecimientos comerciales y educativos, además de daños a los cultivos que estan en la zona | 01/20/2022 02:27:05 | |||
| 1480860 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | 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. | 7 | Does the assessment identify vulnerable populations? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 1480861 | Cities 2021 | 2021 | 60273 | Prefeitura de Extrema | Brazil | Latin America | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 2 | Recycling | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480862 | Cities 2021 | 2021 | 36039 | Accra Metropolitan Assembly | Ghana | Africa | 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 | 2 | Shift to more sustainable behaviours | 01/20/2022 02:27:05 | |||
| 1480863 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | 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. | 15 | Does this target align to a requirement from a higher level of government? | 2 | 01/20/2022 02:27:05 | ||||
| 1480864 | Cities 2021 | 2021 | 35856 | Busan Metropolitan City | Republic of Korea | East Asia | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 6 | Percentage of city population with access to clean cooking | 1 | Energy access | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480865 | Cities 2021 | 2021 | 60337 | Prefeitura de Quissamã | Brazil | 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. | 11 | Describe the synergies, trade-offs, and co-benefits of this interaction | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480866 | Cities 2021 | 2021 | 62171 | Métropole de Rouen | France | Europe | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 1 | Does your city have a credit rating? | 2 | Domestic | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480867 | Cities 2021 | 2021 | 859167 | Imabari City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 10 | Transportation > Waterborne navigation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480868 | Cities 2021 | 2021 | 35879 | City of Minneapolis, MN | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 31 | Total Emissions (excluding generation of grid-supplied energy) | 1438614.92 | 01/20/2022 02:27:05 | ||
| 1480869 | Cities 2021 | 2021 | 863397 | Ville de Delémont | Switzerland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 1 | Other, please specify: Alliance pour le Climat Suisse | 01/20/2022 02:27:05 | |||
| 1480870 | Cities 2021 | 2021 | 54030 | City of Little Rock, AR | United States of America | North 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 | 2 | Government capacity | 01/20/2022 02:27:05 | |||
| 1480871 | Cities 2021 | 2021 | 36223 | Antananarivo | Madagascar | Africa | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 8 | Who owns the data? | 3 | PM10 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480872 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | Latin America | 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 | 1 | Environment, Biodiversity and Forestry | 01/20/2022 02:27:05 | |||
| 1480873 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | Europe | 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 | 26 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480874 | Cities 2021 | 2021 | 859164 | Sanyo-Onoda City | Japan | East Asia | 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. | 10 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480875 | Cities 2021 | 2021 | 848145 | Ciudad Madero | Mexico | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0e | Please explain why you do not have a city-wide emissions reduction target and any plans to set one in the future. | 1 | Reason | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480876 | Cities 2021 | 2021 | 50367 | Ayuntamiento de Culiacán | Mexico | 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 | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480877 | Cities 2021 | 2021 | 59971 | Melton City Council | Australia | Southeast Asia and Oceania | 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. | 11 | Description of stakeholder engagement process | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480878 | Cities 2021 | 2021 | 826129 | Ayuntamiento de Jesús María | Mexico | Latin America | 6. Opportunities | Finance and Economic Opportunities | 6.6 | Has your city tested their climate actions through pilot/demonstration projects? | 2 | Description of project and weblink | 1 | Tested by city government | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480879 | Cities 2021 | 2021 | 54692 | Prefeitura Municipal de Sertãozinho | Brazil | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 5 | Number of taxis | 5 | Hydrogen | 0 | 01/20/2022 02:27:05 | |||
| 1480880 | Cities 2021 | 2021 | 35880 | Municipality of Porto Alegre | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 14 | Does this target align to a requirement from a higher level of government? | 9 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480881 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480882 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | United States of America | North 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. | 5 | Global Warming Potential (select relevant IPCC Assessment Report) | 1 | IPCC 4th AR (2007) | 01/20/2022 02:27:05 | |||
| 1480883 | Cities 2021 | 2021 | 60656 | City of Piedmont, CA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 5 | Electronics | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480884 | Cities 2021 | 2021 | 73637 | Steve Tshwete | South Africa | Africa | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480885 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | United States of America | North America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 1 | Motorcycle/Two-wheeler | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480886 | 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. | 10 | Comment | 20 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480887 | Cities 2021 | 2021 | 859171 | Onojo City | Japan | East Asia | 13. Waste | 13.3 | What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)? | 1 | Amount of solid waste generated (tonnes/year) | 1 | Total | Question not applicable | 01/20/2022 02:27:05 | |||
| 1480888 | Cities 2021 | 2021 | 31051 | Coventry City 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) | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480889 | Cities 2021 | 2021 | 54290 | Qingdao Municipal Government | China | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0 | Do you have a GHG emissions reduction target(s) in place at the city-wide level? | 0 | 0 | Base year intensity target | 01/20/2022 02:27:05 | ||||
| 1480890 | Cities 2021 | 2021 | 74508 | City of Winona, MN | 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 | 1 | City is participating in a community solar garden and looking at solar energy for city buildings. Performance contracting for energy efficiency is an appealing option to improve the energy efficiency of our operations. All would save money and carbon in the long run. | 01/20/2022 02:27:05 | |||
| 1480891 | Cities 2021 | 2021 | 58621 | Town of Blacksburg, VA | 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. | 10 | Future expected magnitude of hazard | 11 | Do not know | 01/20/2022 02:27:05 | |||
| 1480892 | Cities 2021 | 2021 | 859055 | Masaki Town | Japan | East Asia | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 17 | Total cost provided by the majority funding source (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 1480893 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | East Asia | 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 | 16 | Pre-feasibility study/impact assessment | 01/20/2022 02:27:05 | |||
| 1480894 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | 01/20/2022 02:27:05 | |||
| 1480895 | Cities 2021 | 2021 | 54048 | City of Knoxville, TN | United States of America | North America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 13 | Total cost provided by the majority funding source (currency) | 12 | 01/20/2022 02:27:05 | ||||
| 1480896 | Cities 2021 | 2021 | 18078 | Swale Borough Council | United Kingdom of Great Britain and Northern Ireland | 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 | 1 | Hotter summers with an increase in average summer temperature of 2-3°C by 2040 and 5-6°C by 2080. Hotter summers in Kent have already been correlated with increased calls to 999 and deaths in the elderly population. | 01/20/2022 02:27:05 | |||
| 1480897 | Cities 2021 | 2021 | 54706 | Prefeitura Municipal de Boa Vista | Brazil | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 2 | Number of buses | 1 | Total fleet size | 1052 | 01/20/2022 02:27:05 | |||
| 1480898 | Cities 2021 | 2021 | 859148 | Ibaraki 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 | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1480899 | Cities 2021 | 2021 | 859148 | Ibaraki 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 14 | 01/20/2022 02:27:05 | ||||
| 1480900 | Cities 2021 | 2021 | 54125 | City of Boise, ID | 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 | 1 | Improved resource efficiency (e.g. food, water, energy) | 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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