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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 154001 | Cities 2021 | 2021 | 54082 | City of Hollywood, FL | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 154002 | Cities 2021 | 2021 | 834196 | Miyoshi 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 | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 154003 | Cities 2021 | 2021 | 50364 | Municipalidad de La Paz | Bolivia (Plurinational State of) | Latin America | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 6 | Transport Network Companies (e.g. Uber, Lyft) fleet size | 1 | Total fleet size | 0 | 01/20/2022 02:27:05 | |||
| 154004 | Cities 2021 | 2021 | 62868 | Eskişehir Metropolitan Municipality | Turkey | 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 | 21 | Total IPPU | Question not applicable | 01/20/2022 02:27:05 | ||
| 154005 | Cities 2021 | 2021 | 859156 | Nanbu Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 23 | AFOLU > Land use | Question not applicable | 01/20/2022 02:27:05 | ||
| 154006 | Cities 2021 | 2021 | 840425 | Skövde 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 | 1 | Mass movement > Landslide | 01/20/2022 02:27:05 | |||
| 154007 | Cities 2021 | 2021 | 43970 | Alcaldía Distrital de Barranquilla | Colombia | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 4 | Passenger Transport: Powered two/three wheelers (e.g. motorcycles) | 01/20/2022 02:27:05 | ||||
| 154008 | Cities 2021 | 2021 | 35914 | Greater Hyderabad Municipal Corporation | India | South and West Asia | 10. Transport | 10.3 | Please provide the total fleet size and number of vehicle types for the following modes of transport. | 8 | Comment | 1 | Total fleet size | 01/20/2022 02:27:05 | ||||
| 154009 | Cities 2021 | 2021 | 32550 | City of Denver, CO | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14 | State if the emissions factors and activity data used to calculate your cities emissions are accessible within the attached emissions inventory in question 4.5. If so, please describe where these are located within the attached inventory. | 1 | Emissions factors and activity data accessibility | 1 | Emissions factors and Activity Data Reported | Emissions factors and activity data are accessible within the attached inventory in question 4.5 | 01/20/2022 02:27:05 | ||
| 154010 | Cities 2021 | 2021 | 54113 | City of Flagstaff, AZ | United States of America | North America | 8. Energy | 8.5 | How many households within the municipal boundary face energy poverty? Please select the threshold used for energy poverty in your city. | 1 | Number of households within the city boundary that face energy poverty | 1 | Energy Poverty | 01/20/2022 02:27:05 | ||||
| 154011 | Cities 2021 | 2021 | 840024 | Perth and Kinross | United Kingdom of Great Britain and Northern Ireland | Europe | 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)? | 01/20/2022 02:27:05 | ||||
| 154012 | Cities 2021 | 2021 | 54029 | City of Spokane, WA | 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. | 9 | Publicly available? | 6 | O3 (Daily maximum 8 hour mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 154013 | Cities 2021 | 2021 | 73726 | Itagüí | Colombia | Latin 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. | 4 | Estimated probability of impact | 6 | Medium-low | 01/20/2022 02:27:05 | |||
| 154014 | Cities 2021 | 2021 | 74418 | Town of Breckenridge, CO | 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) | 1 | Stationary energy > Residential buildings | Question not applicable | 01/20/2022 02:27:05 | ||
| 154015 | Cities 2021 | 2021 | 31169 | Government of Hong Kong Special Administrative Region | China, Hong Kong Special Administrative Region | 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 | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 154016 | Cities 2021 | 2021 | 50681 | Município de Funchal | Portugal | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 5 | Geothermal | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 154017 | Cities 2021 | 2021 | 1184 | City of Austin, TX | United States of America | North 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 | 4 | Stationary Energy: energy generation supplied to the grid – Scope 1 (I.4.4) | Question not applicable | 01/20/2022 02:27:05 | ||
| 154018 | Cities 2021 | 2021 | 859102 | Shibata City | 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 | 1 | Municipal investments, e.g. by divesting from fossil fuels | Question not applicable | 01/20/2022 02:27:05 | ||
| 154019 | Cities 2021 | 2021 | 60178 | Linköpings kommun | Sweden | 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. | 2 | Where data is not available, please explain why | 17 | TOTAL BASIC+ emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 154020 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | 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. | 4 | Average concentration for third most recent year available (ug/m3) | 1 | PM2.5 (1 year (annual) mean) | Question not applicable | 01/20/2022 02:27:05 | |||
| 154021 | Cities 2021 | 2021 | 54128 | City of Reno, NV | United States of America | North 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 | 01/20/2022 02:27:05 | ||||
| 154022 | Cities 2021 | 2021 | 35853 | City of Baltimore, MD | United States of America | North America | 4. City-wide Emissions | GCoM Emission Factor and Activity Data | 4.14a | Please provide a summary of emissions factors and activity data used in your inventory. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 154023 | Cities 2021 | 2021 | 73671 | Godoy Cruz | 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. | 7 | Comment | 1 | 01/20/2022 02:27:05 | ||||
| 154024 | Cities 2021 | 2021 | 840018 | Municipalidad Distrital de Ate | Peru | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0 | Has a climate change risk and vulnerability assessment been undertaken for your city? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 154025 | Cities 2021 | 2021 | 863412 | City of Tumwater, WA | United States of America | North America | 13. Waste | 13.4 | What is the amount of solid waste being treated (tonnes/year) through the methods listed. | 1 | Tonnes/year | 2 | Recycling | Question not applicable | 01/20/2022 02:27:05 | |||
| 154026 | Cities 2021 | 2021 | 69995 | Kemin kaupunki | Finland | Europe | 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 | 4 | Whole grains | Question not applicable | 01/20/2022 02:27:05 | |||
| 154027 | Cities 2021 | 2021 | 834058 | Bogor Regency | Indonesia | Southeast Asia and Oceania | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 8 | Areas/sectors covered by the risk and vulnerability assessment | 1 | Water Supply & Sanitation | 01/20/2022 02:27:05 | |||
| 154028 | Cities 2021 | 2021 | 839666 | Municipio de Escuintla | Guatemala | 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 | 10 | Transportation > Waterborne navigation | 01/20/2022 02:27:05 | |||
| 154029 | Cities 2021 | 2021 | 54341 | Toyama 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 | 35 | エコタウンの推進 | 01/20/2022 02:27:05 | |||
| 154030 | Cities 2021 | 2021 | 36470 | Comune della Spezia | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 3 | Stationary energy > Institutional buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 154031 | Cities 2021 | 2021 | 834374 | Tagum City | 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. | 3 | Means of implementation | 6 | Education | 01/20/2022 02:27:05 | |||
| 154032 | Cities 2021 | 2021 | 69995 | Kemin kaupunki | Finland | Europe | 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? | 2 | Please provide more details on and/or a link to the strategy or highlights of any specific actions the city is implementing | 3 | Transportation | Question not applicable | 01/20/2022 02:27:05 | ||
| 154033 | Cities 2021 | 2021 | 60414 | Municipalidad Venado Tuerto | Argentina | Latin America | 13. Waste | 13.0 | What is the annual solid waste generation in your city? | 3 | Please describe the methodology used to calculate the annual solid waste generation in your city | 1 | Please complete | 01/20/2022 02:27:05 | ||||
| 154034 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 14 | Waste > Solid waste disposal | Question not applicable | 01/20/2022 02:27:05 | ||
| 154035 | Cities 2021 | 2021 | 69834 | Municipalidad de General Alvear (Mendoza) | Argentina | 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) | 26 | Generation of grid-supplied energy > Electricity-only generation | 0 | 01/20/2022 02:27:05 | ||
| 154036 | Cities 2021 | 2021 | 832002 | Municipalidad de Quepos | Costa Rica | Latin America | 10. Transport | 10.4 | Provide information on GHG emissions from the transport sector. | 3 | Comment | 6 | Freight transport | Question not applicable | 01/20/2022 02:27:05 | |||
| 154037 | Cities 2021 | 2021 | 840018 | Municipalidad Distrital de Ate | Peru | Latin 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. | 1 | Water security risk drivers | 1 | Increased water stress | 01/20/2022 02:27:05 | |||
| 154038 | Cities 2021 | 2021 | 69995 | Kemin kaupunki | Finland | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.3a | Please provide details on the use of transferable emissions. | 4 | Please identify which target this refers to and describe the transferable emissions unit in particular the source of the transferable units | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 154039 | Cities 2021 | 2021 | 73726 | Itagüí | 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. | 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 | 6 | Stationary energy > Fugitive emissions | NE | 01/20/2022 02:27:05 | ||
| 154040 | Cities 2021 | 2021 | 50392 | Prefeitura de Vitória | Brazil | Latin 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 | ||||
| 154041 | Cities 2021 | 2021 | 35871 | City of Monterrey | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 154042 | Cities 2021 | 2021 | 35883 | City of San José, CA | 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. | 7 | Emission factor unit (numerator) | 19 | Question not applicable | 01/20/2022 02:27:05 | |||
| 154043 | Cities 2021 | 2021 | 55164 | City of Toyota | Japan | East Asia | 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] | 3 | 0 | 01/20/2022 02:27:05 | |||
| 154044 | Cities 2021 | 2021 | 60229 | Arendal kommune | Norway | Europe | 8. Energy | 8.1a | Please indicate the source mix of thermal energy (heating and cooling) consumed in your city. | 10 | Total consumption (MWh) | 1 | Thermal energy consumption | 01/20/2022 02:27:05 | ||||
| 154045 | Cities 2021 | 2021 | 859122 | Shinano Town | Japan | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 3 | Energy efficiency target | 3 | Residential | Question not applicable | 01/20/2022 02:27:05 | |||
| 154046 | Cities 2021 | 2021 | 54364 | City of Kuala Lumpur | 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. | 8 | Energy savings (MWh) | 1 | 01/20/2022 02:27:05 | ||||
| 154047 | Cities 2021 | 2021 | 859139 | Minamiise Town | Japan | East Asia | 9. Buildings | 9.1 | Does your city have emissions reduction targets (government operations, city wide targets) or energy efficiency targets for the following building types? | 3 | Energy efficiency target | 5 | All building types | Question not applicable | 01/20/2022 02:27:05 | |||
| 154048 | Cities 2021 | 2021 | 834406 | Municipality of San Pedro Tlaquepaque | Mexico | Latin 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. | 13 | Total Scope 3 emissions | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 154049 | Cities 2021 | 2021 | 50380 | Municipio de Bucaramanga | Colombia | Latin America | 2. Climate Hazards and Vulnerability | Climate Risk and Vulnerability Assessment | 2.0b | Please attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation. | 7 | Does the assessment identify vulnerable populations? | 1 | Yes | 01/20/2022 02:27:05 | |||
| 154050 | Cities 2021 | 2021 | 55161 | City of Iida | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 10 | Transportation > Waterborne navigation | 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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