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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 901 | Cities 2021 | 2021 | 859082 | Numata City | Japan | East Asia | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0a | Please select the primary process or methodology used to undertake the risk and vulnerability assessment of your city. | 1 | Primary methodology | 1 | Risk assessment methodology | Question not applicable | 01/14/2022 02:32:38 | ||
| 902 | Cities 2021 | 2021 | 54268 | Dunedin City Council | New Zealand | Southeast Asia and Oceania | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 3 | Comment | 1 | Energy Poverty | District-level data is from over 10 years ago. More recent data is available at the national level only. | 01/14/2022 02:32:38 | |||
| 903 | Cities 2021 | 2021 | 35871 | City of Monterrey | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 904 | Cities 2021 | 2021 | 60142 | City of Kisumu | Kenya | Africa | 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'. | 3 | Stage of project development | 1 | Project structuring | 01/14/2022 02:32:38 | |||
| 905 | Cities 2021 | 2021 | 35870 | City of Miami, FL | United States of America | North America | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 2 | Municipal | Will establish in CAP | 01/14/2022 02:32:38 | |||
| 906 | Cities 2021 | 2021 | 859080 | Namie Town | 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. | 3 | Year of publication or approval from local government | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 907 | Cities 2021 | 2021 | 73667 | San Rafael de Heredia | Costa Rica | 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. | 9 | Future change in intensity | 2 | Increasing | 01/14/2022 02:32:38 | |||
| 908 | Cities 2021 | 2021 | 44077 | Kampala City | Uganda | Africa | 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 | 6 | Do you have programs/policies/regulations on food surplus - either food surplus recovery and redistribution, or food waste avoidance programs (i.e. Love Food/Hate Waste)? | 01/14/2022 02:32:38 | ||||
| 909 | Cities 2021 | 2021 | 859196 | Yomitan 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/14/2022 02:32:38 | ||
| 910 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | Southeast Asia and Oceania | 11. Urban Planning | 11.1 | Report the total population living within 500m of a mass transit station, with mass transit defined as any Bus Rapid Transit (BRT), light rail, other rail-based transit modes or frequent bus services (average of five times an hour from 7 a.m. to 9 p.m. on a weekday). | 1 | Population | 1 | Total population living within 500m of a mass transit station | 100 | 01/14/2022 02:32:38 | |||
| 911 | Cities 2021 | 2021 | 848259 | Mongua | 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) | 19 | IPPU > Industrial process | 01/14/2022 02:32:38 | |||
| 912 | Cities 2021 | 2021 | 43920 | Mestna občina Ljubljana | Slovenia | 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. | 12 | Total cost provided by the local government (currency) | 1 | 8060 | 01/14/2022 02:32:38 | |||
| 913 | Cities 2021 | 2021 | 43921 | Grad Zagreb | Croatia | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 24 | AFOLU > Other AFOLU | Question not applicable | 01/14/2022 02:32:38 | ||
| 914 | Cities 2021 | 2021 | 859100 | Oiso Town | 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 915 | Cities 2021 | 2021 | 834251 | Municipality of Coronel Dominguez | Argentina | 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) | 23 | AFOLU > Land use | 01/14/2022 02:32:38 | |||
| 916 | Cities 2021 | 2021 | 31112 | Kaohsiung City Government | Taiwan, Greater China | East Asia | 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. | 9 | Future change in intensity | 4 | Increasing | 01/14/2022 02:32:38 | |||
| 917 | Cities 2021 | 2021 | 859107 | Tsubata 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. | 10 | Completeness of data (%) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/14/2022 02:32:38 | |||
| 918 | Cities 2021 | 2021 | 859088 | Wako 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. | 2 | Action title | 2 | 新築住宅における省エネ基準適合の推進及び既存住宅の断熱改修の推進 | 01/14/2022 02:32:38 | |||
| 919 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | United States of America | North 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. | 4 | Boundary of assessment relative to city boundary (reported in 0.1) | 1 | Larger – covers the whole city and adjoining areas | 01/14/2022 02:32:38 | |||
| 920 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme hot temperature > Heat wave | 01/14/2022 02:32:38 | |||
| 921 | Cities 2021 | 2021 | 60185 | Vantaan kaupunki | Finland | Europe | 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. | 1 | Publication title and attach the document | 3 | Roadmap to resource wisdom | Roadmap to resource wisdom.pdf | 01/14/2022 02:32:38 | ||
| 922 | Cities 2021 | 2021 | 840915 | Prefeitura de Curvelo | 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. | 7 | Emission factor unit (numerator) | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 923 | Cities 2021 | 2021 | 859162 | Fukuyama 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) | 13 | Total Transport | Question not applicable | 01/14/2022 02:32:38 | ||
| 924 | Cities 2021 | 2021 | 1093 | City of Atlanta, GA | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 18 | Total Waste | 01/14/2022 02:32:38 | |||
| 925 | 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. | 3 | Fuel type or activity | 78 | Natural gas | 01/14/2022 02:32:38 | |||
| 926 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | Argentina | 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 | 3 | 5000000 | 01/14/2022 02:32:38 | |||
| 927 | Cities 2021 | 2021 | 74414 | Boulder County, CO | 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. | 3 | Current probability of hazard | 1 | High | 01/14/2022 02:32:38 | |||
| 928 | Cities 2021 | 2021 | 863156 | Nongsamrong City | Thailand | Southeast Asia and Oceania | 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? | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 929 | Cities 2021 | 2021 | 848259 | Mongua | 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. | 23 | Attach reference document | 3 | Question not applicable | 01/14/2022 02:32:38 | |||
| 930 | Cities 2021 | 2021 | 859123 | Takayama City | Japan | East Asia | 14. Water Security | Water Supply Management | 14.4a | Please provide more information on your city’s public Water Resource Management strategy. | 5 | Stage of implementation | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 931 | Cities 2021 | 2021 | 840944 | Prefeitura de Carnaúba dos Dantas | Brazil | 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. | 2 | Emissions inventory format | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 932 | Cities 2021 | 2021 | 35886 | Comune di Torino | Italy | Europe | 7. Local Government Emissions | Local Government Emissions Verification | 7.9b | Please explain why your local government operations inventory is not verified and describe any future plans for verification. | 2 | Explanation | 1 | Please explain | Question not applicable | 01/14/2022 02:32:38 | ||
| 933 | Cities 2021 | 2021 | 859093 | Chonan Town | Japan | East Asia | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 8 | Total renewable energy covered by target in target year (based on target type specified in column 3) | 0 | Question not applicable | 01/14/2022 02:32:38 | ||||
| 934 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 17 | Waste > Wastewater | Question not applicable | 01/14/2022 02:32:38 | ||
| 935 | Cities 2021 | 2021 | 58513 | City of Medford, MA | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 3 | Fuel type or activity | 12 | Question not applicable | 01/14/2022 02:32:38 | |||
| 936 | Cities 2021 | 2021 | 73757 | Sukabumi City | Indonesia | Southeast Asia and Oceania | 8. Energy | 8.3 | Does your city have a target to increase energy efficiency? | 0 | 0 | Intending to undertake in the next 2 years | 01/14/2022 02:32:38 | |||||
| 937 | Cities 2021 | 2021 | 59550 | City of Bend, OR | 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. | 15 | Does this target align to a requirement from a higher level of government? | 1 | No | 01/14/2022 02:32:38 | |||
| 938 | Cities 2021 | 2021 | 60633 | La mairie de Bujumbura | Burundi | 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. | 1 | Direct emissions (metric tonnes CO2e) | 19 | IPPU > Industrial process | Question not applicable | 01/14/2022 02:32:38 | ||
| 939 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 940 | Cities 2021 | 2021 | 859125 | City of Shimada | 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. | 1 | Mitigation action | 19 | Buildings > Carbon emissions reduction from industry | 01/14/2022 02:32:38 | |||
| 941 | Cities 2021 | 2021 | 841003 | Ayuntamiento de Apodaca | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 2 | Comment | 1 | Response | Las prioridades se reorientaron para ayudar a los grupos económicamente vulnerables, además de apoyos a la pequeña y micro empresas para la continuidad de la economía en la entidad. La acción climática siguió con esfuerzos en rubros como mitigación y adaptación (mejorar vialidades, arborización de parques y zonas habitadas, realización de camellones completos con andadores, jardines polinizadores, aparatos para ejercicio, árboles), plantado de jardines polinizadores, fomento a la práctica de segregación de basura con intercambios ecológicos. Seguir con la práctica de uso de gas natural como combustible de al menos el 50% de los vehículos oficiales, cambio de luminarias convencionales por de bajo consumo en las calles y avenidas. | 01/14/2022 02:32:38 | ||
| 942 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 1 | Coal | 1 | Thermal energy consumption | 01/14/2022 02:32:38 | ||||
| 943 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 2 | Climate hazards that adaptation goal addresses | 1 | Extreme hot temperature > Heat wave | 01/14/2022 02:32:38 | |||
| 944 | Cities 2021 | 2021 | 859078 | Town of Yabuki | Japan | East Asia | 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? | 1 | Emissions reduction target | 2 | Municipal | Question not applicable | 01/14/2022 02:32:38 | |||
| 945 | Cities 2021 | 2021 | 73759 | Jambi City | Indonesia | Southeast Asia and Oceania | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 2 | Average electricity consumption per commercial establishment (MWh/annum) | 1 | Energy access | 01/14/2022 02:32:38 | ||||
| 946 | Cities 2021 | 2021 | 839669 | Municipio de San Jose | Guatemala | Latin America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 6 | Percentage renewable energy of total energy in base year | 0 | Question not applicable | 01/14/2022 02:32:38 | ||||
| 947 | Cities 2021 | 2021 | 54409 | Espoon kaupunki | Finland | Europe | 5. Emissions Reduction | Mitigation Planning | 5.5 | Does your city have a climate change mitigation or energy access plan for reducing city-wide GHG emissions? | 0 | 0 | Yes | 01/14/2022 02:32:38 | ||||
| 948 | Cities 2021 | 2021 | 848407 | Junta Intermunicipal de Medio Ambiente del Ayuquila Alto | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 1 | Name of the stakeholder group | 1 | 01/14/2022 02:32:38 | ||||
| 949 | Cities 2021 | 2021 | 859103 | Murakami City | 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. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 0 | Question not applicable | 01/14/2022 02:32:38 | |||
| 950 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | 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 | 18 | Asian Tiger mosquito arrived in Gibraltar fairly recently, but there is no associated vector-borne disease yet. In the future this may change, as warming of climate is expected to expand range of vector-borne diseases. | 01/14/2022 02:32:38 |
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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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