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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 112851 | Cities 2021 | 2021 | 859115 | Chikuma City | Japan | East Asia | Submit your response | Response Language | What language are you submitting your response in? | 0 | 0 | Japanese | 01/19/2022 02:30:06 | |||||
| 112852 | Cities 2021 | 2021 | 60018 | City of Zamboanga | Philippines | Southeast Asia and Oceania | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 3 | Role in the GCC program | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112853 | Cities 2021 | 2021 | 35859 | City of Cleveland, OH | United States of America | North America | 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 | 01/19/2022 02:30:06 | |||
| 112854 | Cities 2021 | 2021 | 60399 | Municipalidad de Miraflores | Peru | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 25 | Total AFOLU | 01/19/2022 02:30:06 | |||
| 112855 | Cities 2021 | 2021 | 831823 | Comune di Massa Marittima | Italy | 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) | 2 | Stationary energy > Commercial buildings & facilities | Question not applicable | 01/19/2022 02:30:06 | ||
| 112856 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | 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) | 16 | Waste > Incineration and open burning | 01/19/2022 02:30:06 | |||
| 112857 | Cities 2021 | 2021 | 45219 | Município de Aparecida | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7a | Please complete the table reporting your local government Scope 3 emissions. | 3 | Comment | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112858 | Cities 2021 | 2021 | 834403 | Municipality of San Martín de los Andes | 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. | 17 | Total cost provided by the majority funding source (currency) | 18 | 264966.6 | 01/19/2022 02:30:06 | |||
| 112859 | Cities 2021 | 2021 | 36032 | Ville de Dakar | Senegal | Africa | 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) | 14 | TOTAL Scope 2 emissions | Question not applicable | 01/19/2022 02:30:06 | ||
| 112860 | Cities 2021 | 2021 | 31115 | City of Johannesburg | South Africa | Africa | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112861 | Cities 2021 | 2021 | 859098 | Ayase 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. | 20 | Role in the GCC program | 2 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112862 | Cities 2021 | 2021 | 834143 | Hokuto 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. | 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 | 01/19/2022 02:30:06 | ||
| 112863 | Cities 2021 | 2021 | 58868 | Regional Municipality of Durham, 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. | 1 | Mitigation action | 3 | Buildings > Energy efficiency/ retrofit measures | 01/19/2022 02:30:06 | |||
| 112864 | Cities 2021 | 2021 | 20113 | City of Vancouver, BC | 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 | 2 | Ecosystem preservation and biodiversity improvement | 01/19/2022 02:30:06 | |||
| 112865 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | Argentina | Latin 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. | 2 | Climate hazards that adaptation goal addresses | 3 | Flood and sea level rise > Flash / surface flood | 01/19/2022 02:30:06 | |||
| 112866 | Cities 2021 | 2021 | 834190 | Kurashiki City | Japan | East Asia | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 9 | Target year absolute emissions (metric tonnes CO2e) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112867 | Cities 2021 | 2021 | 54125 | City of Boise, ID | 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) | 3 | 01/19/2022 02:30:06 | ||||
| 112868 | Cities 2021 | 2021 | 862760 | City of Oxford, OH | United States of America | North America | 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 | 01/19/2022 02:30:06 | |||
| 112869 | Cities 2021 | 2021 | 863201 | Sanggau Regency | 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. | 1 | Direct emissions (metric tonnes CO2e) | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/19/2022 02:30:06 | ||
| 112870 | Cities 2021 | 2021 | 10806 | London Borough of Enfield | 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 | 8 | Pre-feasibility study status | 01/19/2022 02:30:06 | |||
| 112871 | Cities 2021 | 2021 | 840158 | City of San Fernando, La Union | Philippines | 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. | 8 | Energy savings (MWh) | 1 | 1000 | 01/19/2022 02:30:06 | |||
| 112872 | Cities 2021 | 2021 | 834155 | Kawagoe 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 14 | Waste > Solid waste disposal | Question not applicable | 01/19/2022 02:30:06 | ||
| 112873 | Cities 2021 | 2021 | 73669 | San Luis Obispo, CA | United States of America | North 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 1 | Same (city-wide) – covers entire city and nothing else | 01/19/2022 02:30:06 | |||
| 112874 | Cities 2021 | 2021 | 50380 | Municipio de Bucaramanga | Colombia | 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. | 10 | Describe the synergies, trade-offs, and co-benefits of this interaction | 1 | 01/19/2022 02:30:06 | ||||
| 112875 | Cities 2021 | 2021 | 62171 | Métropole de Rouen | France | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 1 | Type of transferable emissions | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112876 | Cities 2021 | 2021 | 845305 | Guarco | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/19/2022 02:30:06 | ||
| 112877 | Cities 2021 | 2021 | 63616 | Abasan Al-Kabira Municipality | State of Palestine | Middle East | 8. Energy | 8.0 | Does your city have a renewable energy target? | 0 | 0 | Yes | 01/19/2022 02:30:06 | |||||
| 112878 | Cities 2021 | 2021 | 859120 | Matsukawa Town | 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. | 1 | Most recent years available (select year) | 5 | NO2 (1 year (annual) mean) | Question not applicable | 01/19/2022 02:30:06 | |||
| 112879 | Cities 2021 | 2021 | 859144 | Kizugawa 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. | 11 | Percentage of target achieved so far | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112880 | Cities 2021 | 2021 | 35860 | City of Dallas, TX | United States of America | North America | 10. Transport | 10.5a | Please provide more details about the low or zero-emissions zone and/or restrictions on high polluting vehicles that cover a significant part of the city. | 2 | Stipulations and any plans to expand | 1 | Please complete | Question not applicable | 01/19/2022 02:30:06 | |||
| 112881 | Cities 2021 | 2021 | 35904 | Kolkata Metropolitan Area | India | South and West 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. | 8 | Emission factor unit (denominator) | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112882 | Cities 2021 | 2021 | 73724 | Arteaga | 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. | 6 | End year of action | 5 | 01/19/2022 02:30:06 | ||||
| 112883 | Cities 2021 | 2021 | 850468 | Prefeitura de Passo de Torres | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/19/2022 02:30:06 | ||
| 112884 | Cities 2021 | 2021 | 73755 | Legazpi City | Philippines | 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. | 2 | Action | 18 | Incorporating climate change into long-term planning documents | 01/19/2022 02:30:06 | |||
| 112885 | Cities 2021 | 2021 | 840132 | Comune di Assisi | Italy | 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) | 7 | Total Stationary Energy | 42530 | 01/19/2022 02:30:06 | ||
| 112886 | Cities 2021 | 2021 | 54078 | City of Hayward, 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. | 1 | Direct emissions (metric tonnes CO2e) | 12 | Transportation > Off-road | 51392.6 | 01/19/2022 02:30:06 | ||
| 112887 | Cities 2021 | 2021 | 18078 | Swale Borough 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 | 5 | Children & youth | 01/19/2022 02:30:06 | |||
| 112888 | Cities 2021 | 2021 | 859088 | Wako 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 7 | Total Stationary Energy | Question not applicable | 01/19/2022 02:30:06 | ||
| 112889 | Cities 2021 | 2021 | 859188 | Kirishima City | Japan | East Asia | 12. Food | 12.0a | Report the tonnes per food group that are served and/or sold through the above mentioned programs. | 2 | Comment | 7 | Meat (Beef, Pork, Chicken) protein sources | Question not applicable | 01/19/2022 02:30:06 | |||
| 112890 | Cities 2021 | 2021 | 59545 | City of Charlottesville, VA | 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. | 5 | Gas | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112891 | Cities 2021 | 2021 | 826182 | Ayuntamiento de Tonalá | Mexico | Latin America | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 3 | Role in the GCC program | 0 | 01/19/2022 02:30:06 | ||||
| 112892 | Cities 2021 | 2021 | 834256 | Municipality of La Antigua Guatemala | Guatemala | 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. | 7 | Sectors/areas adaptation action applies to | 3 | Public Health and Safety | 01/19/2022 02:30:06 | |||
| 112893 | Cities 2021 | 2021 | 848125 | Oreamuno | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 4 | PM10 (Maximum 24-hour average) | Question not applicable | 01/19/2022 02:30:06 | |||
| 112894 | Cities 2021 | 2021 | 50398 | Ciudad de Juárez | Mexico | 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. | 10 | Target year absolute emissions (metric tonnes CO2e) [Auto-calculated] | 0 | Question not applicable | 01/19/2022 02:30:06 | |||
| 112895 | Cities 2021 | 2021 | 51079 | Guatemala City | Guatemala | Latin 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 | 1 | Scope 1 (direct) | 01/19/2022 02:30:06 | |||
| 112896 | Cities 2021 | 2021 | 63543 | Fredensborg Kommune | Denmark | 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 | 3 | Building and Infrastructure | 01/19/2022 02:30:06 | |||
| 112897 | Cities 2021 | 2021 | 54700 | Prefeitura Municipal de Sumaré | Brazil | Latin America | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 11 | Co-benefit area | 2 | 01/19/2022 02:30:06 | ||||
| 112898 | Cities 2021 | 2021 | 834400 | Yasothon Town Municipality | Thailand | 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. | 3 | Means of implementation | 6 | Sustainable public procurement | 01/19/2022 02:30:06 | |||
| 112899 | Cities 2021 | 2021 | 54318 | Government of Tangerang City | Indonesia | 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. | 11 | Co-benefit area | 5 | Resource conservation (e.g. soil, water) | 01/19/2022 02:30:06 | |||
| 112900 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0d | Please provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions. | 11 | Percentage of target achieved so far | 5 | Question not applicable | 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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