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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130751 | Cities 2021 | 2021 | 862564 | Lycksele kommun | Sweden | Europe | 5. Emissions Reduction | Mitigation Planning | 5.5b | Please explain why you do not have a city climate change mitigation plan and any future plans to create one. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 130752 | Cities 2021 | 2021 | 74401 | City of Encinitas, CA | United States of America | North America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 2 | Role in the GCC program | 1 | NA | 01/20/2022 02:27:05 | |||
| 130753 | Cities 2021 | 2021 | 859151 | Kato City | Japan | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 7 | Where can the data be accessed? | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130754 | Cities 2021 | 2021 | 73758 | Mataram City | Indonesia | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 130755 | Cities 2021 | 2021 | 862768 | Vallentuna kommun | Sweden | Europe | 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. | 10 | Calculated total Scope 1 + Scope 2 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 130756 | Cities 2021 | 2021 | 43926 | Stadt Mannheim | Germany | Europe | 11. Urban Planning | 11.0 | What is the size of your city’s park space in square km? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | |||||
| 130757 | Cities 2021 | 2021 | 69850 | Municipalidad de Comas | 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 | Water supply & sanitation | 01/20/2022 02:27:05 | |||
| 130758 | Cities 2021 | 2021 | 60272 | Prefeitura de Campina Grande | Brazil | 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. | 2 | Average concentration for most recent year available (ug/m3) | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130759 | Cities 2021 | 2021 | 848127 | Santa Bárbara (Costa Rica) | Costa Rica | 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 | Question not applicable | 01/20/2022 02:27:05 | ||
| 130760 | Cities 2021 | 2021 | 859152 | Hashimoto City | Japan | East Asia | 10. Transport | 10.5 | Does your city have a low or zero-emission zone or restrictions on high polluting vehicles that cover a significant part of the city? (i.e. that disincentivises fossil fuel vehicles through a charge, a ban or access restriction) | 0 | 0 | 01/20/2022 02:27:05 | ||||||
| 130761 | Cities 2021 | 2021 | 848124 | Goicoechea | Costa Rica | 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? | 2 | PM2.5 (Maximum 24-hour average) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130762 | Cities 2021 | 2021 | 3203 | City of Chicago, IL | 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. | 3 | Target type | 2 | All electricity consumed (percentage) | 01/20/2022 02:27:05 | ||||
| 130763 | Cities 2021 | 2021 | 59537 | City of Denton, TX | United States of America | North America | 3. Adaptation | Adaptation Goals | 3.3 | Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal. | 7 | Comment | 5 | Part of Simply Sustainable 2020 a Strategic Framework for Dentons Future | 01/20/2022 02:27:05 | |||
| 130764 | Cities 2021 | 2021 | 850301 | Bellingen Shire | Australia | Southeast Asia and Oceania | 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 | 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 | |||
| 130765 | Cities 2021 | 2021 | 10495 | City of Las Vegas, NV | United States of America | North America | 6. Opportunities | Finance and Economic Opportunities | 6.11 | Does your city have its own credit rating? | 4 | If you do not have a credit rating, please provide more details on why and what steps you are taking to get one | 1 | International | Question not applicable | 01/20/2022 02:27:05 | ||
| 130766 | Cities 2021 | 2021 | 44077 | Kampala City | Uganda | Africa | 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 | 0 | 01/20/2022 02:27:05 | ||||
| 130767 | Cities 2021 | 2021 | 54388 | Iskandar Regional Development Authority | Malaysia | Southeast Asia and Oceania | 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 preparedness | 01/20/2022 02:27:05 | |||
| 130768 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | Brazil | Latin 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 | 16 | TOTAL BASIC emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 130769 | Cities 2021 | 2021 | 73635 | Metepec | Mexico | 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 | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 130770 | Cities 2021 | 2021 | 49347 | City of Omaha, NE | 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 | 5 | Sustainable public procurement | 01/20/2022 02:27:05 | |||
| 130771 | Cities 2021 | 2021 | 50359 | Gobierno Municipal de León de los Aldamas | Mexico | 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. | 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 | 28 | Generation of grid-supplied energy > Heat/cold generation | NO | 01/20/2022 02:27:05 | ||
| 130772 | Cities 2021 | 2021 | 44185 | Suwon City | Republic of Korea | East Asia | 10. Transport | 10.11 | Please provide city-wide average air pollution metrics from the monitoring sites within your city for the most recent three years. | 2 | Average concentration for most recent year available (ug/m3) | 1 | PM2.5 (1 year (annual) mean) | 21 | 01/20/2022 02:27:05 | |||
| 130773 | Cities 2021 | 2021 | 841577 | Prefeitura do município de Paiçandu | Brazil | 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. | 10 | Completeness of data (%) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 130774 | Cities 2021 | 2021 | 31184 | Prefeitura de São Paulo | Brazil | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6e | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by the US Community Protocol sources. | 1 | US Community Protocol Sources | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130775 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | 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. | 7 | Please identify which vulnerable populations are affected | 3 | Elderly | 01/20/2022 02:27:05 | |||
| 130776 | Cities 2021 | 2021 | 54529 | City of Leicester | 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. | 13 | Finance status | 13 | Finance secured | Data on carbon emissions reduction is provided where possible, however for most actions this is either not monitored due to time/resource constraints, or is impossible to monitor accurately. In many cases actions are part of much larger programmes of work, or do not have easily definable costs, so financial information cannot be provided. In some cases these figures are also treated as confidential information and cannot be shared.The full strategy and action plan contains over 140 actions, and those highlighted in this response are a selection of those expected to have the most significant impacts. | 01/20/2022 02:27:05 | ||
| 130777 | Cities 2021 | 2021 | 31051 | Coventry City 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. | 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 | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 130778 | 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. | 10 | Majority funding source | 3 | Local | 01/20/2022 02:27:05 | |||
| 130779 | Cities 2021 | 2021 | 31173 | Comune di Milano | Italy | 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. | 6 | Most relevant assets / services affected overall | 27 | 01/20/2022 02:27:05 | ||||
| 130780 | Cities 2021 | 2021 | 54116 | City of Dubuque, IA | United States of America | North 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. | 8 | Base year emissions per intensity unit (metric tonnes CO2e per denominator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130781 | 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. | 3 | Means of implementation | 16 | Assessment and evaluation activities | 01/20/2022 02:27:05 | |||
| 130782 | Cities 2021 | 2021 | 31175 | Ville de Paris | France | 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 | 5 | Flood and sea level rise > River flood | 01/20/2022 02:27:05 | |||
| 130783 | Cities 2021 | 2021 | 859132 | Iwakura City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 15 | Please describe your target. If your country has an NDC and your city’s target is less ambitious than the NDC, please explain why. | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130784 | Cities 2021 | 2021 | 859188 | Kirishima City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 130785 | Cities 2021 | 2021 | 35862 | City of Detroit, MI | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.4 | Which gases are included in your city-wide emissions inventory? | 0 | 0 | N20 | 01/20/2022 02:27:05 | ||||
| 130786 | Cities 2021 | 2021 | 31148 | Gemeente Amsterdam | Netherlands | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 11 | Is this target considered to be your cities most ambitious target? | 9 | 01/20/2022 02:27:05 | ||||
| 130787 | Cities 2021 | 2021 | 859115 | Chikuma City | Japan | East Asia | 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. | 3 | Scope | 3 | Total figure | 01/20/2022 02:27:05 | |||
| 130788 | Cities 2021 | 2021 | 859142 | Fukuchiyama City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 130789 | Cities 2021 | 2021 | 50540 | City of Albuquerque, NM | 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. | 5 | Number of monitoring stations | 4 | PM10 (Maximum 24-hour average) | 3 | 01/20/2022 02:27:05 | |||
| 130790 | Cities 2021 | 2021 | 831926 | Ramallah | State of Palestine | Middle East | 3. Adaptation | Adaptation Planning | 3.2a | Please provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation. | 4 | Climate hazards factored into plan that addresses climate change adaptation | 1 | Extreme Precipitation > Rain storm | 01/20/2022 02:27:05 | |||
| 130791 | Cities 2021 | 2021 | 73750 | Tarakan City | Indonesia | Southeast Asia and Oceania | 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. | 5 | Risk description | 138 | 01/20/2022 02:27:05 | ||||
| 130792 | Cities 2021 | 2021 | 31156 | Municipality of Curitiba | Brazil | Latin America | 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 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 130793 | Cities 2021 | 2021 | 31158 | Hanoi City | Viet Nam | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 14 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130794 | Cities 2021 | 2021 | 859116 | Kitaaiki Village | 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. | 19 | Name of the stakeholder group | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 130795 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | Southeast Asia and Oceania | 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 | 5 | Increasing | 01/20/2022 02:27:05 | |||
| 130796 | Cities 2021 | 2021 | 54100 | City of Columbia, MO | United States of America | North America | 6. Opportunities | Opportunities | 6.0 | Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities. | 2 | Describe how the city is maximizing this opportunity | 3 | When the price of diesel spiked, the city took the step to purchase trucks fueled by compressed natural gas (CNG). We also have since purchased entirely electric transit buses | 01/20/2022 02:27:05 | |||
| 130797 | Cities 2021 | 2021 | 43909 | City of Orlando, FL | 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. | 6 | Please select which additional sectors are included in the inventory | 1 | No additional sectors included | 01/20/2022 02:27:05 | |||
| 130798 | Cities 2021 | 2021 | 859079 | Town of Hanawa | Japan | East Asia | 10. Transport | 10.2 | What is the mode share of each transport mode in your city for freight transport? | 1 | Mode share | 5 | Rail | Question not applicable | 01/20/2022 02:27:05 | |||
| 130799 | Cities 2021 | 2021 | 31176 | Prefeitura do Rio de Janeiro | 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 | 2 | Elderly | 01/20/2022 02:27:05 | |||
| 130800 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 21 | Total IPPU | 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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