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2021 Cities - Emissions and Mitigation
This is a filtered view based on 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142551 | 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. | 21 | Name of the engagement activities | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142552 | Cities 2021 | 2021 | 839665 | Ayuntamiento de Celaya | 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. | 4 | Attach awareness raising and capacity building plan for the municipal staff | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142553 | Cities 2021 | 2021 | 74488 | City of Beverly, MA | 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. | 2 | Where sources differ from the inventory, identify and explain these additions / exclusions | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142554 | Cities 2021 | 2021 | 859178 | Ureshino City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.4 | Which gases are included in your emissions inventory? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 142555 | Cities 2021 | 2021 | 859089 | Satte 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. | 17 | Total cost provided by the majority funding source (currency) | 3 | 01/20/2022 02:27:05 | ||||
| 142556 | Cities 2021 | 2021 | 50544 | City of Aurora, 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. | 1 | Direct emissions (metric tonnes CO2e) | 25 | Total AFOLU | 01/20/2022 02:27:05 | |||
| 142557 | Cities 2021 | 2021 | 35872 | Municipality of Recife | Brazil | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.0 | Do you have an emissions inventory for your local government operations to report? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 142558 | Cities 2021 | 2021 | 1093 | City of Atlanta, GA | 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 | 2 | Stakeholder engagement | 01/20/2022 02:27:05 | |||
| 142559 | Cities 2021 | 2021 | 44191 | Ansan City | Republic of Korea | 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 | 14 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142560 | Cities 2021 | 2021 | 50373 | Municipalidad de Rosario | Argentina | Latin America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.5 | Please give the total amount of fuel (refers to Scope 1 emissions) that your local government has consumed this year. | 2 | Fuel | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142561 | Cities 2021 | 2021 | 43907 | City of Indianapolis, IN | 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. | 3 | Boundary of target relative to city boundary (reported in 0.1) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142562 | Cities 2021 | 2021 | 59167 | Municipalidad de Providencia | Chile | 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) | 12 | Transportation > Off-road | 01/20/2022 02:27:05 | |||
| 142563 | Cities 2021 | 2021 | 58391 | Maribyrnong City Council | Australia | 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 | 7 | 01/20/2022 02:27:05 | ||||
| 142564 | Cities 2021 | 2021 | 36002 | Ville de Kinshasa | Democratic Republic of the Congo | Africa | 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. | 2 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 142565 | Cities 2021 | 2021 | 840153 | Municipality of Santa Catarina | 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. | 1 | Direct emissions (metric tonnes CO2e) | 26 | Generation of grid-supplied energy > Electricity-only generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 142566 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 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) | 5 | 01/20/2022 02:27:05 | ||||
| 142567 | Cities 2021 | 2021 | 54647 | Prefeitura de Jundiaí | 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. | 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 | ||
| 142568 | Cities 2021 | 2021 | 43909 | City of Orlando, FL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 4 | Clothing and textiles | Question not applicable | 01/20/2022 02:27:05 | ||
| 142569 | Cities 2021 | 2021 | 840030 | Reconquista | 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. | 15 | Total cost provided by the local government | 16 | 01/20/2022 02:27:05 | ||||
| 142570 | Cities 2021 | 2021 | 50220 | Métropole de Nice | France | 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. | 19 | Name of the stakeholder group | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142571 | Cities 2021 | 2021 | 60392 | Municipalidad de San Isidro (Lima) | Peru | 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. | 4 | Level of confidence | 1 | City-wide emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 142572 | Cities 2021 | 2021 | 54078 | City of Hayward, CA | 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. | 20 | Role in the GCC program | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142573 | Cities 2021 | 2021 | 59536 | City of Kitchener, ON | Canada | 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 | 5 | Stationary energy > Agriculture | 01/20/2022 02:27:05 | |||
| 142574 | Cities 2021 | 2021 | 60393 | Municipalidad de Santiago | Chile | 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 | 7 | Total Stationary Energy | 01/20/2022 02:27:05 | |||
| 142575 | Cities 2021 | 2021 | 59669 | City of North Vancouver, BC | Canada | 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. | 1 | Emissions (metric tonnes CO2e) | 8 | Waste: waste generated within the city boundary – Scope 1 (III.X.1) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142576 | Cities 2021 | 2021 | 31171 | Ayuntamiento de Madrid | Spain | 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 | 29 | Generation of grid-supplied energy > Local renewable generation | NO | 01/20/2022 02:27:05 | ||
| 142577 | Cities 2021 | 2021 | 73777 | Muang Phichit | Thailand | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 1 | Sector | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142578 | Cities 2021 | 2021 | 50579 | City of Winnipeg, MB | Canada | North 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 | 4 | Solid waste | 01/20/2022 02:27:05 | |||
| 142579 | Cities 2021 | 2021 | 43937 | Wellington City Council | New Zealand | 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 | 4 | Reduced GHG emissions | 01/20/2022 02:27:05 | |||
| 142580 | Cities 2021 | 2021 | 55415 | City of Columbia, SC | United States of America | North America | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 3 | Explanation | 1 | Response | Via the Infrastructure Investment and Jobs Act funding, we hope to add EEV charging stations; move toward fleet electrification; repair/reopen of hydroelectric generating station; repair the Columbia Canal, damaged in 2015 flood, to create a more resilient water supply systems; and more. | 01/20/2022 02:27:05 | ||
| 142581 | Cities 2021 | 2021 | 859174 | Oki Town | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.11 | Does your city have a strategy, or other policy document, in place for how to measure and reduce consumption-based GHG emissions in your city? | 1 | Response | 5 | Electronics | Question not applicable | 01/20/2022 02:27:05 | ||
| 142582 | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 19 | IPPU > Industrial process | Question not applicable | 01/20/2022 02:27:05 | ||
| 142583 | 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. | 2 | Action title | 15 | Puntos Verdes | 01/20/2022 02:27:05 | |||
| 142584 | Cities 2021 | 2021 | 54098 | City of Thunder Bay, ON | Canada | North America | 1. Governance and Data Management | Governance | 1.7 | Please provide information specifically on the impact of the COVID-19 economic response on climate action in your city and synergies between COVID-19 recovery interventions and climate action. | 3 | Explanation | 1 | Response | 01/20/2022 02:27:05 | |||
| 142585 | Cities 2021 | 2021 | 859103 | Murakami 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. | 19 | Name of the stakeholder group | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142586 | Cities 2021 | 2021 | 31172 | Mexico City | Mexico | 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 | 7 | Transportation – Scope 3 (II.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142587 | Cities 2021 | 2021 | 52894 | City of Winston-Salem, NC | United States of America | North America | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.3 | Please give the name of the primary protocol, standard, or methodology used to calculate your local government operations emissions inventory and attach your inventory using the attachment function. | 2 | Comment | 1 | Emissions methodology | Question not applicable | 01/20/2022 02:27:05 | ||
| 142588 | Cities 2021 | 2021 | 59532 | City of Hoboken, NJ | United States of America | North America | 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. | 1 | Source | 5 | 01/20/2022 02:27:05 | ||||
| 142589 | Cities 2021 | 2021 | 31146 | Addis Ababa City Administration | Ethiopia | 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 | 5 | Stationary energy > Agriculture | NO | 01/20/2022 02:27:05 | ||
| 142590 | Cities 2021 | 2021 | 859125 | City of Shimada | 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. | 6 | End year of action | 18 | 01/20/2022 02:27:05 | ||||
| 142591 | Cities 2021 | 2021 | 68378 | Municipalidad de Santiago de Surco | Peru | 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. | 1 | Inventory date from | 0 | 01/20/2022 02:27:05 | ||||
| 142592 | Cities 2021 | 2021 | 841964 | City of Hallandale Beach, 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) | 21 | Total IPPU | 01/20/2022 02:27:05 | |||
| 142593 | Cities 2021 | 2021 | 848407 | Junta Intermunicipal de Medio Ambiente del Ayuquila Alto | Mexico | Latin America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6d | Where it will facilitate a greater understanding of your city-wide emissions, please provide a breakdown of these emissions by IPCC sector in the table below. | 5 | Comment | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142594 | 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. | 1 | Applicable sub-sector | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142595 | Cities 2021 | 2021 | 54124 | City of Fremont, CA | 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. | 11 | Co-benefit area | 1 | Improved public health | 01/20/2022 02:27:05 | |||
| 142596 | Cities 2021 | 2021 | 54663 | Prefeitura do Jaboatão dos Guararapes | 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 | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 142597 | Cities 2021 | 2021 | 73712 | Camilo Aldao | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 22 | AFOLU > Livestock | 01/20/2022 02:27:05 | |||
| 142598 | Cities 2021 | 2021 | 848404 | Mongui | Colombia | 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. | 12 | Action description and implementation progress | 5 | Tomado de los lineamientos para el plan de acción en mitigación al cambio climático para la Región Funcional Territorial.Contribuir a la reducción de la tala de árboles debido asociada al uso de leña como energético a partir de la implementación progresiva de ecoestufas en el sector rural residencial. 1. Identificar el número de familias rurales utilizan algún combustible sólido para la cocción de alimentos2. Realizar un cambio tecnológico de las estufas convencionales por estufas más eficientes para la cocción con leña en sectores rurales con las familias identificadas3. Monitorear el impacto generado en relación con la disminución de la deforestación y las emisiones de GEI evitadas | 01/20/2022 02:27:05 | |||
| 142599 | Cities 2021 | 2021 | 859162 | Fukuyama 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. | 12 | Action description and implementation progress | 2 | 01/20/2022 02:27:05 | ||||
| 142600 | Cities 2021 | 2021 | 54327 | Semarang City Government | Indonesia | Southeast Asia and Oceania | 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. | 1 | Boundary of inventory relative to city boundary (reported in 0.1) | 1 | Please explain | Same – covers entire city and nothing else | 01/20/2022 02:27:05 |
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Description
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’.
This dataset contains a subset of the related full cities dataset, covering GHG emissions inventory and mitigation action questions for publicly disclosing cities in 2021. The platform is still open and the dataset is updated daily to reflect new submissions.
To view the cities 2021 questionnaire guidance, including all questions asked to cities in 2021, visit https://www.cdp.net/en/guidance/guidance-for-cities.
For any questions, including 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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