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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1505651 | Cities 2021 | 2021 | 840514 | Blitar City | Indonesia | Southeast Asia and Oceania | 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 | ||
| 1505652 | Cities 2021 | 2021 | 55324 | Município de Guimarães | Portugal | 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. | 17 | Total cost provided by the majority funding source (currency) | 1 | 01/20/2022 02:27:05 | ||||
| 1505653 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | Southeast Asia and Oceania | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 3 | Buses (including BRT) | 1 | Please complete | 4 | Perkiraan Jumlah Perjalanan di Kota Tarakan: 254.769 perjalanan/hariPrivate Motorized Transport (Mobil Pribadi): 17.582 perjalanan/hari (6,901 %)Rail/Metro/Trans: Tidak memiliki moda transportasi Rail/Metro/Trans (0 %)BRT : 8 perjalanan/hari (0,003 %)Ferries/River boats: 120 perjalanan/hari (0,047 %)Walking: Tidak memiliki data jumlah perjalanan pejalan kaki (0 %)Cycling: Bersepeda kurang menjadi pilihan moda transportasi, sebagian besar untuk olahraga (0%)Taxis or For Hire Vehicles: 335 perjalanan/hari (0,132 %)Other; terdiri dari transportasi angkot (590 perjalanan/hari) dan sepeda motor (236.134 perjalanan/hari), dengan persentase angkot (0,232 %) dan sepeda motor (92,685 %)Jumlah perjalanan di Kota Tarakan masih didominasi oleh Kendaraan Pribadi (Sepeda Motor) dengan proporsi sebesar 92,685 % | 01/20/2022 02:27:05 | ||
| 1505654 | 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. | 7 | Sectors/areas adaptation action applies to | 2 | Social Services | 01/20/2022 02:27:05 | |||
| 1505655 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | United States of America | North America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 2 | Energy sector | 1 | Electricity | 01/20/2022 02:27:05 | ||||
| 1505656 | Cities 2021 | 2021 | 53959 | City of Fayetteville, 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 3 | Supports | 01/20/2022 02:27:05 | |||
| 1505657 | Cities 2021 | 2021 | 13067 | City of New Orleans, LA | United States of America | North 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. | 8 | Who owns the data? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505658 | Cities 2021 | 2021 | 849040 | General Pueyrredon | Argentina | Latin 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. | 3 | Please provide more detail about the Restricted zone | 1 | Please complete | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505659 | Cities 2021 | 2021 | 839980 | Municipalidad de Avellaneda | Argentina | Latin 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. | 2 | Indicate if this factor either supports or challenges the ability to adapt | 23 | Challenges | 01/20/2022 02:27:05 | |||
| 1505660 | 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) | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505661 | Cities 2021 | 2021 | 54623 | Prefeitura de Betim | 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 | 4 | Low-income households | 01/20/2022 02:27:05 | |||
| 1505662 | Cities 2021 | 2021 | 35449 | Stadt Zürich | Switzerland | Europe | 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 | 2 | Spatial Planning | 01/20/2022 02:27:05 | |||
| 1505663 | Cities 2021 | 2021 | 60238 | Söderhamns kommun | Sweden | Europe | 10. Transport | 10.7 | How many public access EV charging points do you have in your city and/or metropolitan area for the following types. | 3 | Comment | 2 | Fast 7-22kw | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505664 | Cities 2021 | 2021 | 54085 | City of Savannah, GA | United States of America | North America | 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) | 3 | Commercial | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505665 | Cities 2021 | 2021 | 50543 | Halifax Regional Municipality, NS | Canada | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1a | Have you identified the most vulnerable geographic areas in your city? | 2 | Describe the methodology or process to identify these most vulnerable areas (e.g. mapping hotspots) | 1 | Vulnerable geographic areas | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505666 | Cities 2021 | 2021 | 859175 | Soeda Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505667 | Cities 2021 | 2021 | 852466 | South Gloucestershire Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | 01/20/2022 02:27:05 | ||||
| 1505668 | Cities 2021 | 2021 | 859140 | Konan City | Japan | East Asia | 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. | 5 | Base year | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505669 | Cities 2021 | 2021 | 852443 | Ferndale, MI | 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? | 2 | Comment | 3 | Medium Goods vehicles (MGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505670 | Cities 2021 | 2021 | 863190 | Renca | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 4 | Water Scarcity > Drought | 01/20/2022 02:27:05 | |||
| 1505671 | Cities 2021 | 2021 | 1850 | Birmingham City 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. | 7 | Please identify which vulnerable populations are affected | 3 | Persons with chronic diseases | 01/20/2022 02:27:05 | |||
| 1505672 | Cities 2021 | 2021 | 35904 | Kolkata Metropolitan Area | India | South and West Asia | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505673 | Cities 2021 | 2021 | 840948 | City of Pakse | Lao People's Democratic Republic | Southeast Asia and Oceania | 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 | No disaggregated data for on-road transportation. | 01/20/2022 02:27:05 | |||
| 1505674 | Cities 2021 | 2021 | 36044 | Seferihisar Municipality | Turkey | 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. | 3 | Current probability of hazard | 6 | High | 01/20/2022 02:27:05 | |||
| 1505675 | Cities 2021 | 2021 | 54088 | City of Peterborough, ON | Canada | North America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 1 | Passenger Transport: Private cars | This data is the most up-to-date analysis of community transportation GHG emissions. The above fleet assessment for all vehicles is from 2019 and doesn't reflect the 2018 submission. | 01/20/2022 02:27:05 | |||
| 1505676 | Cities 2021 | 2021 | 60361 | Prefeitura de Tangará da Serra | 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. | 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 | ||
| 1505677 | Cities 2021 | 2021 | 37241 | City of Berkeley, CA | United States of America | North America | 12. Food | 12.0 | Report the total number of meals that are annually served and/or sold through programs managed by your city (this includes schools, hospitals, shelters, public canteens, etc.). | 3 | Comment | 1 | Total meals served or sold through programs managed by your city | 01/20/2022 02:27:05 | ||||
| 1505678 | Cities 2021 | 2021 | 834324 | Nihonmatsu City | Japan | East Asia | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 10 | Timescale of reduction / savings / energy production | 1 | 01/20/2022 02:27:05 | ||||
| 1505679 | Cities 2021 | 2021 | 54293 | People's Government of Guangzhou Municipality | China | 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) | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505680 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | Europe | 8. Energy | 8.0 | Does your city have a renewable energy target? | 0 | 0 | Yes | 01/20/2022 02:27:05 | |||||
| 1505681 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | 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. | 10 | Comment | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505682 | Cities 2021 | 2021 | 859092 | Yotsukaido City | Japan | East Asia | 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) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505683 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | 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 | 2 | Environment, biodiversity, forestry | 01/20/2022 02:27:05 | |||
| 1505684 | Cities 2021 | 2021 | 839672 | Municipalidad Distrital de La Molina | Peru | Latin America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 2 | Light Goods vehicles (LGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505685 | Cities 2021 | 2021 | 35867 | Region Metropolitana de Guadalajara | Mexico | Latin 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. | 4 | Year of adoption of plan by local government | 1 | 2020 | 01/20/2022 02:27:05 | |||
| 1505686 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | Latin 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. | 7 | Base year emissions (metric tonnes CO2e) | 7 | 2040 | 01/20/2022 02:27:05 | |||
| 1505687 | Cities 2021 | 2021 | 74698 | Beira | Mozambique | Africa | 8. Energy | 8.2 | For each type of renewable energy within the city boundary, please report the installed capacity (MW) and annual generation (MWh). | 2 | Annual generation (MWh) | 7 | Other, please specify | 01/20/2022 02:27:05 | ||||
| 1505688 | Cities 2021 | 2021 | 832000 | Municipalidad de Desamparados | 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. | 4 | Emission factor source | 23 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505689 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | 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) | 9 | Transportation > Rail | 5356 | 01/20/2022 02:27:05 | ||
| 1505690 | Cities 2021 | 2021 | 43910 | City of Columbus, OH | United States of America | North America | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 5 | Target(s) on the reuse of construction and demolition waste | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505691 | Cities 2021 | 2021 | 59151 | Akureyrarbær | Iceland | 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. | 8 | Energy savings (MWh) | 3 | 01/20/2022 02:27:05 | ||||
| 1505692 | Cities 2021 | 2021 | 35884 | City of San Diego, CA | 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) | 27 | Generation of grid-supplied energy > CHP generation | 01/20/2022 02:27:05 | |||
| 1505693 | Cities 2021 | 2021 | 59537 | City of Denton, TX | 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 | 5 | Per year | 01/20/2022 02:27:05 | |||
| 1505694 | Cities 2021 | 2021 | 31114 | City of Sydney | Australia | Southeast Asia and Oceania | 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. | 13 | Description of the stakeholder engagement processes | 1 | The City of Sydney undertakes a thorough and inclusive approach to developing strategy. To establish an evidence base to understand climate change, and then identify the risks and the best way to address them, we worked with many external, internal and community stakeholders including subject matter expert research, citizens' panel, business stakeholder meetings and public comment. | 01/20/2022 02:27:05 | |||
| 1505695 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | 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. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 1505696 | Cities 2021 | 2021 | 859087 | Shiki City | 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? | 4 | Please provide more details and/or link to more information about the energy efficiency target. | 2 | Municipal | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505697 | Cities 2021 | 2021 | 60433 | Hvidovre Kommune | Denmark | Europe | 14. Water Security | Water Supply Management | 14.3 | Please select the actions you are taking to reduce the risks to your city’s water security. | 4 | Action description and implementation progress | 2 | Optimize the infrastructure where relevantsecuring and adjusting water pressureMonitoring leakage | 01/20/2022 02:27:05 | |||
| 1505698 | Cities 2021 | 2021 | 50203 | Gaziantep Metropolitan Municipality | Turkey | 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. | 1 | Mitigation action | 14 | Mass Transit > Improve rail, metro, and tram infrastructure, services and operations | 01/20/2022 02:27:05 | |||
| 1505699 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | East Asia | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 18 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1505700 | Cities 2021 | 2021 | 50571 | City of Victoria, BC | Canada | North 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. | 6 | Frequency of measurements (e.g. hourly, daily) | 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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