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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 115751 | Cities 2021 | 2021 | 46473 | Ayuntamiento de Zaragoza | Spain | 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) | 2 | 01/19/2022 02:30:06 | ||||
| 115752 | Cities 2021 | 2021 | 60905 | Municipalidad de Maipú | Chile | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 15 | Does this target align with the global 1.5 - 2 °C pathway set out in the Paris agreement? | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115753 | 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. | 3 | Means of implementation | 6 | Infrastructure development | 01/19/2022 02:30:06 | |||
| 115754 | Cities 2021 | 2021 | 31182 | City of San Francisco, CA | United States of America | North America | 4. City-wide Emissions | Historical emissions inventories | 4.13 | Please provide details on any historical, base year or recalculated city-wide emissions inventories your city has, in order to allow assessment of targets in the table below. | 3 | Scopes / boundary covered | 2 | Scope 1 (direct) | 01/19/2022 02:30:06 | |||
| 115755 | Cities 2021 | 2021 | 834157 | Hang Tuah Jaya Municipal Council | Malaysia | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 17 | Does this target align to a requirement from a higher level of government? | 1 | Yes | 01/19/2022 02:30:06 | |||
| 115756 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 11 | Co-benefit area | 88 | Disaster preparedness | 01/19/2022 02:30:06 | |||
| 115757 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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. | 18 | Web link to action website | 72 | 01/19/2022 02:30:06 | ||||
| 115758 | Cities 2021 | 2021 | 58513 | City of Medford, MA | 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. | 5 | Social impact of hazard overall | 10 | Increased demand for healthcare services | 01/19/2022 02:30:06 | |||
| 115759 | Cities 2021 | 2021 | 60546 | Nanjing Municipal People's Government | China | 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. | 23 | Attach reference document | 14 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115760 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | 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. | 6 | Most relevant assets / services affected overall | 13 | Energy | 01/19/2022 02:30:06 | |||
| 115761 | Cities 2021 | 2021 | 859158 | Izumo City | Japan | East Asia | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 6 | Boundary of plan relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115762 | Cities 2021 | 2021 | 840521 | City of Denizli | Turkey | 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. | 1 | Climate hazards | 4 | Water Scarcity > Drought | 01/19/2022 02:30:06 | |||
| 115763 | Cities 2021 | 2021 | 54128 | City of Reno, NV | United States of America | North 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. | 9 | Has your local government assessed the synergies, trade-offs, and co-benefits, if any, of the main mitigation and adaptation actions you identified? | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115764 | Cities 2021 | 2021 | 54048 | City of Knoxville, TN | United States of America | North America | 6. Opportunities | Collaboration | 6.2a | Please provide some key examples of how your city collaborates with business and/or industries in the table below. | 2 | Type of collaboration | 2 | Project delivery - Public Private Partnership | 01/19/2022 02:30:06 | |||
| 115765 | Cities 2021 | 2021 | 58670 | City of Monrovia | Liberia | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/19/2022 02:30:06 | ||
| 115766 | Cities 2021 | 2021 | 50385 | Prefeitura de Campo Grande | Brazil | 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. | 2 | Action | 1 | Flood mapping | 01/19/2022 02:30:06 | |||
| 115767 | 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. | 6 | Co-benefit area | 43 | Disaster preparedness | 01/19/2022 02:30:06 | |||
| 115768 | Cities 2021 | 2021 | 60417 | Municipalidad de San Carlos de Bariloche | Argentina | 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. | 13 | Finance status | 12 | 01/19/2022 02:30:06 | ||||
| 115769 | Cities 2021 | 2021 | 850424 | Prefeitura de Itapoá | Brazil | Latin America | 8. Energy | 8.4 | Please report the following energy access related information for your city. | 6 | Percentage of city population with access to clean cooking | 1 | Energy access | Question not applicable | 01/19/2022 02:30:06 | |||
| 115770 | Cities 2021 | 2021 | 54034 | City of Grand Rapids, MI | 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. | 23 | Attach reference document | 6 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115771 | Cities 2021 | 2021 | 31154 | Bogotá Distrito Capital | Colombia | Latin America | 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 | 01/19/2022 02:30:06 | |||
| 115772 | Cities 2021 | 2021 | 848125 | Oreamuno | Costa Rica | 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 | 01/19/2022 02:30:06 | ||||
| 115773 | Cities 2021 | 2021 | 35859 | City of Cleveland, 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. | 5 | Social impact of hazard overall | 3 | Population displacement | 01/19/2022 02:30:06 | |||
| 115774 | Cities 2021 | 2021 | 54274 | Rotorua Lakes Council | New Zealand | Southeast Asia and Oceania | 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. | 2 | Number of charging points in your metropolitan area | 3 | Slow 3kw or below | Question not applicable | 01/19/2022 02:30:06 | |||
| 115775 | Cities 2021 | 2021 | 58595 | Municipalidad de Belén | 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. | 8 | Emission factor unit (denominator) | 9 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115776 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.2 | Please indicate the category that best describes the boundary of your city-wide GHG emissions inventory. | 3 | Explanation of boundary choice where the inventory boundary differs from the city boundary (include inventory boundary, GDP and population) | 1 | Please explain | N/A | 01/19/2022 02:30:06 | ||
| 115777 | Cities 2021 | 2021 | 59168 | Commune de Dioudoubou | Senegal | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 8 | Transportation > On-road | Question not applicable | 01/19/2022 02:30:06 | ||
| 115778 | Cities 2021 | 2021 | 73724 | Arteaga | Argentina | Latin America | 6. Opportunities | Opportunities | 6.1 | Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information. | 1 | Which of the impacts has your cities measured | 1 | Response | Question not applicable | 01/19/2022 02:30:06 | ||
| 115779 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 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 | 01/19/2022 02:30:06 | |||
| 115780 | Cities 2021 | 2021 | 852472 | London Borough of Lewisham | United Kingdom of Great Britain and Northern Ireland | 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) | 7 | Transportation – Scope 3 (II.X.3) | Question not applicable | 01/19/2022 02:30:06 | ||
| 115781 | Cities 2021 | 2021 | 74463 | Village of Park 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 8 | Transportation > On-road | Question not applicable | 01/19/2022 02:30:06 | ||
| 115782 | Cities 2021 | 2021 | 54348 | The Local Government of Quezon City | Philippines | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 16 | Select the initiatives that this target contributes towards | 3 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115783 | Cities 2021 | 2021 | 54395 | Taoyuan City Government | Taiwan, Greater China | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 14 | Web link | 4 | https://carbon.tyepb.gov.tw/v2.php?m=050200&smid=6EC18C9C-0327-A08A-B0C7-751D7A3DD863&s2=02 | 01/19/2022 02:30:06 | |||
| 115784 | Cities 2021 | 2021 | 841491 | Muar Municipal Council | Malaysia | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 1 | Mitigation action | 3 | Buildings > On-site renewable energy generation | 01/19/2022 02:30:06 | |||
| 115785 | Cities 2021 | 2021 | 834331 | Nakano City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0e | Please explain why you do not have a city-wide emissions reduction target and any plans to set one in the future. | 1 | Reason | 1 | Please explain | Question not applicable | 01/19/2022 02:30:06 | ||
| 115786 | Cities 2021 | 2021 | 5871 | Essex County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 23 | AFOLU > Land use | Question not applicable | 01/19/2022 02:30:06 | ||
| 115787 | Cities 2021 | 2021 | 833379 | Bani-Suhaila Municipality | State of Palestine | Middle East | 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 | 1 | Food & agriculture | 01/19/2022 02:30:06 | |||
| 115788 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | 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 | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/19/2022 02:30:06 | ||
| 115789 | Cities 2021 | 2021 | 35883 | City of San José, CA | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.5 | Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below. | 2 | Emissions inventory format | 1 | I have attached my inventory in the GPC format: ClearPath (ICLEI) | 01/19/2022 02:30:06 | |||
| 115790 | Cities 2021 | 2021 | 58621 | Town of Blacksburg, VA | United States of America | North America | 2. Climate Hazards and Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 4 | Current magnitude of hazard | 5 | Medium Low | 01/19/2022 02:30:06 | |||
| 115791 | Cities 2021 | 2021 | 44210 | Yeosu City | Republic of Korea | East Asia | 3. Adaptation | Adaptation Actions | 3.0 | Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section. | 6 | Co-benefit area | 1 | Enhanced climate change adaptation | 01/19/2022 02:30:06 | |||
| 115792 | Cities 2021 | 2021 | 44184 | Ulsan Metropolitan 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. | 3 | Oil | 1 | Thermal energy consumption | 01/19/2022 02:30:06 | ||||
| 115793 | Cities 2021 | 2021 | 35274 | City of Portland, ME | 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. | 4 | Number of freight vehicles | 2 | Electric | 0 | 01/19/2022 02:30:06 | |||
| 115794 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0c | Please explain why your city does not have a climate risk and vulnerability assessment. | 2 | Comment | 1 | Please explain | Question not applicable | 01/19/2022 02:30:06 | ||
| 115795 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | 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 | 31 | 01/19/2022 02:30:06 | ||||
| 115796 | Cities 2021 | 2021 | 35856 | Busan Metropolitan City | Republic of Korea | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/19/2022 02:30:06 | ||
| 115797 | Cities 2021 | 2021 | 834349 | Shinjuku City | Japan | East Asia | 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 | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 115798 | Cities 2021 | 2021 | 31117 | City of Toronto, ON | Canada | North America | 8. Energy | 8.0a | Please provide details of your renewable energy target(s) and how the city plans to meet those targets. | 4 | Base year | 2 | 2016 | 01/19/2022 02:30:06 | ||||
| 115799 | Cities 2021 | 2021 | 60369 | Alcaldía Municipal de Armenia | Colombia | Latin America | 10. Transport | 10.1 | What is the mode share of each transport mode in your city for passenger transport? | 6 | Cycling | 1 | Please complete | Question not applicable | 01/19/2022 02:30:06 | |||
| 115800 | Cities 2021 | 2021 | 862814 | South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties) | Ireland | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 18 | Total Waste | N/A | 01/19/2022 02:30:06 |
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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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