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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1494001 | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 13 | Total Transport | 01/20/2022 02:27:05 | |||
| 1494002 | Cities 2021 | 2021 | 31157 | City of Delhi | India | South and West 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. | 6 | End year of action | 6 | 01/20/2022 02:27:05 | ||||
| 1494003 | Cities 2021 | 2021 | 57616 | City of Lake Forest, IL | 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) | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494004 | Cities 2021 | 2021 | 50392 | Prefeitura de Vitória | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 16 | Waste > Incineration and open burning | 01/20/2022 02:27:05 | |||
| 1494005 | Cities 2021 | 2021 | 60320 | Prefeitura de Presidente Prudente | Brazil | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 22 | Aim of the engagement activities | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494006 | Cities 2021 | 2021 | 60229 | Arendal kommune | Norway | 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. | 8 | Emission factor unit (denominator) | 1 | tonne fuel | 01/20/2022 02:27:05 | |||
| 1494007 | Cities 2021 | 2021 | 36285 | Comune di Firenze | Italy | Europe | 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 | |||
| 1494008 | Cities 2021 | 2021 | 859095 | Mizuho 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. | 14 | Total cost of the project | 0 | 01/20/2022 02:27:05 | ||||
| 1494009 | Cities 2021 | 2021 | 831674 | Município de Amarante | Portugal | Europe | 14. Water Security | Water Supply | 14.2a | Please identify the risks to your city’s water security as well as the timescale and level of risk. | 4 | Estimated probability of impact | 1 | High | 01/20/2022 02:27:05 | |||
| 1494010 | Cities 2021 | 2021 | 54128 | City of Reno, NV | 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. | 2 | Category | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494011 | Cities 2021 | 2021 | 832838 | Town of Wellfleet, MA | United States of America | North America | 6. Opportunities | Collaboration | 6.3 | Describe how your local/regional government collaborates and coordinates horizontally on climate action. | 2 | Description | 1 | Horizontal collaboration and coordination | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494012 | Cities 2021 | 2021 | 842012 | City of Burlington, ON | Canada | North America | 10. Transport | 10.6 | Do you have a loading / unloading Restricted Zone for Logistics? If yes, please provide more detail about the Restricted zone. | 1 | Response | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494013 | Cities 2021 | 2021 | 54521 | BCP Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 1 | I have attached my inventory in the SCATTER output format | 01/20/2022 02:27:05 | |||
| 1494014 | Cities 2021 | 2021 | 840923 | Prefeitura de Nova Santa Rita | 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. | 1 | Direct emissions (metric tonnes CO2e) | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494015 | Cities 2021 | 2021 | 73726 | Itagüí | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 22 | AFOLU > Livestock | NE | 01/20/2022 02:27:05 | ||
| 1494016 | Cities 2021 | 2021 | 3417 | New York City, NY | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 6 | Transportation – Scope 2 (II.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494017 | Cities 2021 | 2021 | 35274 | City of Portland, ME | 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. | 3 | Level of degree to which factor challenges/supports the adaptive capacity of your city | 3 | Significantly challenges | 01/20/2022 02:27:05 | |||
| 1494018 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | 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 | 37 | Storm and wind > Severe wind | 01/20/2022 02:27:05 | |||
| 1494019 | Cities 2021 | 2021 | 74414 | Boulder County, CO | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 2 | Where data is not available, please explain why | 5 | Transportation – Scope 1 (II.X.1) | 01/20/2022 02:27:05 | |||
| 1494020 | Cities 2021 | 2021 | 54682 | Prefeitura Municipal de Petrolina | Brazil | Latin America | 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)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494021 | Cities 2021 | 2021 | 845305 | Guarco | Costa Rica | 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. | 1 | Publication title and attach the document | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494022 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | Latin 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. | 1 | Response | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 1494023 | Cities 2021 | 2021 | 54408 | Aarhus Kommune | Denmark | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 15 | Waste > Biological treatment | N/A | 01/20/2022 02:27:05 | ||
| 1494024 | Cities 2021 | 2021 | 54277 | New Plymouth District Council | New Zealand | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6f | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by end user (buildings, water, waste, transport), economic sector (residential, commercial, industrial, institutional), or any other classification system used in your city. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494025 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | 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. | 1 | Direct emissions (metric tonnes CO2e) | 31 | Total Emissions (excluding generation of grid-supplied energy) | 3543847 | 01/20/2022 02:27:05 | ||
| 1494026 | Cities 2021 | 2021 | 31170 | Metropolitan Municipality of Lima | 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. | 1 | Direct emissions (metric tonnes CO2e) | 28 | Generation of grid-supplied energy > Heat/cold generation | 01/20/2022 02:27:05 | |||
| 1494027 | Cities 2021 | 2021 | 74695 | Sandnes kommune | Norway | Europe | 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. | 13 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494028 | Cities 2021 | 2021 | 54105 | City of Duluth, MN | United States of America | North 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'. | 7 | Project description and attach project proposal | 0 | 01/20/2022 02:27:05 | ||||
| 1494029 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | 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 | 3 | Dairy foods | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494030 | Cities 2021 | 2021 | 848249 | Corrales | Colombia | Latin America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 2 | Year data applies to | 2 | Dairy consumption per capita (kg/year) | 2020 | 01/20/2022 02:27:05 | |||
| 1494031 | Cities 2021 | 2021 | 54637 | Alcaldía de Cuenca | Ecuador | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 17 | Waste > Wastewater | Se considera la generación de aguas residuales en la ciudad. | 01/20/2022 02:27:05 | ||
| 1494032 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | East Asia | 8. Energy | 8.3a | Please provide details on your city’s energy efficiency targets. | 1 | Scale | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 1494033 | Cities 2021 | 2021 | 62868 | Eskişehir Metropolitan Municipality | Turkey | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6b | Please provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below. | 1 | Emissions (metric tonnes CO2e) | 16 | TOTAL BASIC emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494034 | Cities 2021 | 2021 | 859194 | Itoman City | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.8 | Has your city established a fund to invest in climate projects? | 2 | Can the city take foreign debt and/or investments? | 1 | Funds | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494035 | Cities 2021 | 2021 | 53959 | City of Fayetteville, AR | 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. | 10 | Timescale of reduction / savings / energy production | 6 | 01/20/2022 02:27:05 | ||||
| 1494036 | Cities 2021 | 2021 | 54396 | Can Tho City | Viet Nam | Southeast Asia and Oceania | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 6 | Solar (Thermal) | 1 | Thermal energy consumption | 0 | 01/20/2022 02:27:05 | |||
| 1494037 | Cities 2021 | 2021 | 859159 | Oda 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. | 14 | Total cost of the project | 6 | 01/20/2022 02:27:05 | ||||
| 1494038 | Cities 2021 | 2021 | 848474 | Richmond Council | 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. | 18 | Web link to action website | 2 | https://cabnet.richmond.gov.uk/documents/s88783/Climate%20Change%20-%20Appendix%20B.pdf, https://cabnet.richmond.gov.uk/documents/s76818/LBRut%20Street%20Lighting%20Cabinet%20report.pdf, https://democracy.wandsworth.gov.uk/documents/s66142/Report%20and%20Appendices%201%202%20-%20Performance%20Indicators%20etc%20relating%20to%20this%20Committee%20Paper%20No.%20161.pdf | 01/20/2022 02:27:05 | |||
| 1494039 | Cities 2021 | 2021 | 50397 | Presidencia Municipal de Saltillo | Mexico | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494040 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1494041 | Cities 2021 | 2021 | 19233 | Município de Torres Vedras | Portugal | Europe | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 4 | Comment | 1 | Local government emissions breakdown | Inclui edifícios e iluminação pública. | 01/20/2022 02:27:05 | ||
| 1494042 | Cities 2021 | 2021 | 31187 | Seoul Metropolitan Government | Republic of Korea | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 4 | Emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494043 | Cities 2021 | 2021 | 859150 | Shiso City | Japan | East Asia | 8. Energy | 8.1 | Please indicate the source mix of electricity consumed in your city. | 7 | Wind | 1 | Electricity source | 01/20/2022 02:27:05 | ||||
| 1494044 | Cities 2021 | 2021 | 839670 | Municipio de Santa Catarina Pinula | Guatemala | 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) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494045 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | Europe | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 1 | Adaptation goal | 3 | Great understanding of risks and consequences of flooding and successful management of a co-ordinated approach to drainage and flooding | 01/20/2022 02:27:05 | |||
| 1494046 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 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 | 3 | Resilient Cities Catalyst | 01/20/2022 02:27:05 | |||
| 1494047 | Cities 2021 | 2021 | 859162 | Fukuyama City | Japan | East Asia | 7. Local Government Emissions | Local Government Emissions Verification | 7.9a | Please provide the following information about the emissions verification process. | 3 | Please explain which parts of your inventory are verified | 1 | Verification details | Question not applicable | 01/20/2022 02:27:05 | ||
| 1494048 | Cities 2021 | 2021 | 60374 | Alcaldía de Ibagué | Colombia | 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) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494049 | Cities 2021 | 2021 | 43917 | Obshtina Sofia | Bulgaria | Europe | 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. | 17 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 10 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1494050 | Cities 2021 | 2021 | 54519 | Lunds kommun | Sweden | 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. | 18 | Web link to action website | 5 | 1)https://www.kraftringen.se/privat/uppvarmning/fjarrvarme/ 2)https://www.kraftringen.se/foretag/varme-kyla/gas/biogas/ 3)https://www.eon.se/foeretag/elnaet/switch , 4)https://www.bjsv.se/energi 5)https://www.kraftringen.se/om-kraftringen/hallbarhet/leverantorer/ | 01/20/2022 02:27:05 |
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PLEASE READ THE FOLLOWING INFORMATION
This dataset contains all public responses to the CDP-ICLEI 2021 Cities questionnaire. All data included in the dataset is self reported by cities. The reporting platform remains open and the dataset is updated daily to reflect new submissions.
Please note that this dataset exceeds the capacity for Excel. To export the data to Excel, the dataset has been separated into three files. Please follow the links below to access these:
2021 cities dataset covering emissions and mitigation:
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
https://data.cdp.net/Governance/2021-Cities-Emissions-and-Mitigation/aic4-a5fb
2021 cities dataset covering vulnerability and adaptation:
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
https://data.cdp.net/Governance/2021-Cities-Vulnerability-and-Adaptation/hz2m-cbry
2021 cities dataset covering sectors (buildings, energy, transport, waste, urban planning, food, water):
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
https://data.cdp.net/Governance/2021-Cities-Sectors/xsgm-pagy
Access more information on cities reporting, including questionnaire guidance, at https://www.cdp.net/en/guidance/guidance-for-cities.
This data is collected through the CDP-ICLEI Unified Reporting System. When using this data, please cite both organisations using the following wording: ‘This data was collected in partnership by CDP and ICLEI - Local Governments for Sustainability’.
For any questions or further guidance on how to reference this data in your own work, please contact cities@cdp.net.
Please note that this dataset may contain data from cities or, in some instances, groups of cities at different administrative levels. This includes metropolitan areas, combined authorities, and some regional councils.
When using the inventory data for aggregation, comparison and trend analysis, please note that the inventory data is based on non-verified self-reported city inputs. The reported inventory may not include all emission sources within the city boundary.
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