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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1519751 | Cities 2021 | 2021 | 859060 | Shosanbetsu Village | Japan | East Asia | 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 | 1 | Vegetables | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519752 | Cities 2021 | 2021 | 14344 | City of Park City, UT | United States of America | North America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 3 | Number of municipal fleet (excluding buses) | 3 | Hybrid | Number of Buses is the number in the public transit fleet.Number of Taxis from business licensing, business licensing does not have information on types of cars.Transportation Network Companies is unavailable as Uber/Lift/etc. drivers do not register with the city.Customer drive carshares are not based in Park City. | 01/20/2022 02:27:05 | |||
| 1519753 | Cities 2021 | 2021 | 14344 | City of Park City, UT | 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) | 13 | 01/20/2022 02:27:05 | ||||
| 1519754 | Cities 2021 | 2021 | 54519 | Lunds kommun | Sweden | 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. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 3 | Extreme hot temperature > Heat wave | 01/20/2022 02:27:05 | |||
| 1519755 | Cities 2021 | 2021 | 826201 | Ayuntamiento de Zapopan | 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. | 6 | Emission factor value | 21 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519756 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 5 | Please attach stakeholder engagement and communication plan | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519757 | Cities 2021 | 2021 | 8242 | Helsingin kaupunki | Finland | 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. | 3 | Means of implementation | 2 | Capacity building and training activities | Please see the Emissions Reduction Actions of local government (the city-wide actions are not separated). | 01/20/2022 02:27:05 | ||
| 1519758 | Cities 2021 | 2021 | 834277 | Municipality of Patagones | Argentina | Latin America | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 9 | Finance status | 2 | Feasibility undertaken | 01/20/2022 02:27:05 | |||
| 1519759 | Cities 2021 | 2021 | 55334 | Município de Braga | Portugal | 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. | 3 | Sectors/areas covered by plan that addresses climate change adaptation | 3 | ICT (Information and Communication Technology) | 01/20/2022 02:27:05 | |||
| 1519760 | Cities 2021 | 2021 | 35870 | City of Miami, FL | 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. | 12 | Action description and implementation progress | 5 | The bike share program currently has 58 stations with approximately 550 bikes citywide. A dockless electric scooter program is currently being piloted in the downtown and Brickell Area to determine citywide feasibility. "Freebee, a free electric vehicle shuttle service (similar to Uber or Lyft) operates in several Miami neighborhoods (Coconut Grove, Brickell, Downtown, Wynwood Edgewater Midtown and the Design District." (from Blostering Miami's Urban Waterfront -Briefing for the Urban Land Institute Advisory Services Panel) Also, the City has partnered with 9 different vendors to pilot an electric scooter program in the City's urban core. At it's peak there were 4,000 scooters in circulation in the City. Currently the City is narrowing the number of scooters and vendors that operate in the City to make the program more socially accepted and ADA compliant. Sustainability staff hope to expand the program to other dense areas in the City in the future. One initiative being taken to improve the quality of the scooter program is to install corrals to limit sidewalk clutter.The scooter program generated $1 million to be used for protected bike lanes. Miami charged a $50,000 upfront licensing fee to each scooter rental company participating in the pilot program. | 01/20/2022 02:27:05 | |||
| 1519761 | Cities 2021 | 2021 | 1499 | Ajuntament de Barcelona | Spain | Europe | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 2 | Average concentration for most recent year available (ug/m3) | 7 | SO2 (Maximum 24-hour average) | 3 | 01/20/2022 02:27:05 | |||
| 1519762 | Cities 2021 | 2021 | 826212 | Junta intermunicipal para la gestión integral de la cuenca del Río Coahuayana (JIRCO) | Mexico | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 1 | Private motorized transport | 1 | Please complete | 10 | 01/20/2022 02:27:05 | |||
| 1519763 | Cities 2021 | 2021 | 848927 | Ville de Maroua | Cameroon | Africa | 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. | 11 | When do you first expect to experience those changes in frequency and intensity? | 3 | Immediately | 01/20/2022 02:27:05 | |||
| 1519764 | Cities 2021 | 2021 | 49327 | City of Providence, RI | 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. | 4 | Implementation status | 14 | Operation | 01/20/2022 02:27:05 | |||
| 1519765 | Cities 2021 | 2021 | 35862 | City of Detroit, MI | United States of America | North America | 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. | 2 | Anticipated timescale | 1 | Current | 01/20/2022 02:27:05 | |||
| 1519766 | Cities 2021 | 2021 | 833379 | Bani-Suhaila Municipality | State of Palestine | Middle East | 5. Emissions Reduction | Mitigation Planning | 5.5a | Please attach your city’s climate change mitigation plan below. If your city has both mitigation and energy access plans, please make sure to attach all relevant documents below. | 5 | Areas covered by action plan | 0 | 01/20/2022 02:27:05 | ||||
| 1519767 | Cities 2021 | 2021 | 35877 | City of Pittsburgh, PA | 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. | 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 | 8 | Transportation > On-road | NE | 01/20/2022 02:27:05 | ||
| 1519768 | Cities 2021 | 2021 | 36036 | City of Ibadan | Nigeria | Africa | 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 | 1 | Rapid 43 kw and above | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519769 | Cities 2021 | 2021 | 31109 | City of Melbourne | Australia | Southeast Asia and Oceania | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.0 | Do you have an emissions inventory for your local government operations to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 1519770 | Cities 2021 | 2021 | 848404 | Mongui | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 17 | Waste > Wastewater | 01/20/2022 02:27:05 | |||
| 1519771 | Cities 2021 | 2021 | 31153 | Bundeshauptstadt Berlin | Germany | 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 | 11 | Transportation > Aviation | NE | 01/20/2022 02:27:05 | ||
| 1519772 | Cities 2021 | 2021 | 58865 | Jammerbugt 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 28 | Generation of grid-supplied energy > Heat/cold generation | 01/20/2022 02:27:05 | |||
| 1519773 | Cities 2021 | 2021 | 859110 | Okaya 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 | 6 | 廃棄物最終処分量の削減 | 01/20/2022 02:27:05 | |||
| 1519774 | Cities 2021 | 2021 | 859124 | Kani City | Japan | East Asia | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 1 | Kg/Year/Capita | 2 | Dairy consumption per capita (kg/year) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519775 | Cities 2021 | 2021 | 58783 | Commune de Bakata | Burkina Faso | 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. | 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 | 24 | AFOLU > Other AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519776 | Cities 2021 | 2021 | 13113 | Newcastle City Council | United Kingdom of Great Britain and Northern Ireland | Europe | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 7 | Customer-drive carshares (e.g. Car2Go, Drivenow) fleet size | 2 | Electric | 1 | 01/20/2022 02:27:05 | |||
| 1519777 | Cities 2021 | 2021 | 50650 | City of Gibraltar | Gibraltar | Europe | 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 | 7 | Somewhat supports | 01/20/2022 02:27:05 | |||
| 1519778 | Cities 2021 | 2021 | 74481 | Town of Acton, MA | 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) | 17 | Waste > Wastewater | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519779 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 9 | Percentage renewable energy of total energy in target year | 1 | 01/20/2022 02:27:05 | |||||
| 1519780 | Cities 2021 | 2021 | 43932 | Auckland Council | New Zealand | Southeast Asia and Oceania | 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? | 2 | Please provide more details and/or link to more information about the emission reduction target. | 2 | Municipal | 01/20/2022 02:27:05 | ||||
| 1519781 | Cities 2021 | 2021 | 74539 | City of Oberlin, OH | 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. | 4 | Current magnitude of hazard | 3 | Medium Low | 01/20/2022 02:27:05 | |||
| 1519782 | Cities 2021 | 2021 | 834278 | Municipality of Resistencia | Argentina | 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 | 5 | Emergency services | 01/20/2022 02:27:05 | |||
| 1519783 | Cities 2021 | 2021 | 35884 | City of San Diego, CA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6c | 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. | 4 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519784 | Cities 2021 | 2021 | 59644 | City of Culver City, CA | 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. | 7 | Sectors/areas adaptation action applies to | 3 | Building and Infrastructure | 01/20/2022 02:27:05 | |||
| 1519785 | Cities 2021 | 2021 | 57505 | Alcaldía de Panamá | Panama | 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) | 16 | Waste > Incineration and open burning | 01/20/2022 02:27:05 | |||
| 1519786 | Cities 2021 | 2021 | 31180 | Región Metropolitana de Santiago | Chile | Latin 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? | 1 | Response | 5 | Electronics | No | 01/20/2022 02:27:05 | ||
| 1519787 | Cities 2021 | 2021 | 859062 | Shiraoi Town | Japan | East Asia | 6. Opportunities | Finance and Economic Opportunities | 6.9 | Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | 1 | Response | 2 | Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments? | Question not applicable | 01/20/2022 02:27:05 | ||
| 1519788 | Cities 2021 | 2021 | 74463 | Village of Park Forest, IL | United States of America | North 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 | 2 | Electric | 01/20/2022 02:27:05 | ||||
| 1519789 | Cities 2021 | 2021 | 58485 | Abington Township, PA | 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. | 10 | Completeness of data (%) | 6 | O3 (Daily maximum 8 hour mean) | 01/20/2022 02:27:05 | ||||
| 1519790 | Cities 2021 | 2021 | 54408 | Aarhus Kommune | Denmark | 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. | 6 | Co-benefit area | 2 | Disaster Risk Reduction | 01/20/2022 02:27:05 | |||
| 1519791 | Cities 2021 | 2021 | 73712 | Camilo Aldao | Argentina | 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. | 8 | Future change in frequency | 1 | Increasing | 01/20/2022 02:27:05 | |||
| 1519792 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | United States of America | North America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 13 | Finance status | 4 | Finance secured | 01/20/2022 02:27:05 | |||
| 1519793 | Cities 2021 | 2021 | 50578 | City of Windsor, ON | Canada | North America | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 2 | Comment | 4 | Heavy Goods vehicles (HGV) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519794 | Cities 2021 | 2021 | 848125 | Oreamuno | Costa Rica | Latin America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.3a | Please report on how climate change impacts health outcomes and health services in your city. | 3 | Identify the climate hazards most significantly impacting the selected areas | 0 | 01/20/2022 02:27:05 | ||||
| 1519795 | Cities 2021 | 2021 | 859136 | Yokkaichi City | Japan | East Asia | 13. Waste | 13.6 | Does your city have any of the following initiatives, policies and/or regulations. | 1 | Response | 1 | Bans or restrictions on single use or non-recyclable materials | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519796 | Cities 2021 | 2021 | 50384 | Prefeitura de Florianópolis | Brazil | Latin America | 12. Food | 12.4 | How does your city increase access to sustainable foods? | 1 | Action implemented | 4 | Do you use regulatory mechanisms that limit the sale of higher carbon foods (meat, dairy, ultra-processed)? | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519797 | Cities 2021 | 2021 | 863533 | San Antonio | Chile | Latin America | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 9 | Publicly available? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 1519798 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | 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. | 7 | Where can the data be accessed? | 7 | SO2 (Maximum 24-hour average) | http://www.barranquillaverde.gov.co/calidad-del-aire | 01/20/2022 02:27:05 | |||
| 1519799 | Cities 2021 | 2021 | 74594 | City of Boynton Beach, FL | 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. | 14 | Web link | 16 | 01/20/2022 02:27:05 | ||||
| 1519800 | Cities 2021 | 2021 | 54646 | Prefeitura de Duque de Caxias | Brazil | Latin America | 12. Food | 12.1 | What is the per capita meat and dairy consumption (kg/yr) in your city? | 3 | Is your city calculating emissions associated with this consumption? | 2 | Dairy consumption per capita (kg/year) | Question not applicable | 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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