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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 117351 | Cities 2021 | 2021 | 35885 | Tel Aviv-Yafo Municipality | Israel | Middle East | 1. Governance and Data Management | Governance | 1.2 | Please list the local government departments involved in the GCC program and its role. | 1 | Name of the department | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117352 | Cities 2021 | 2021 | 63543 | Fredensborg Kommune | Denmark | Europe | 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. | 3 | Fuel type or activity | 33 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117353 | Cities 2021 | 2021 | 2621 | Cambridgeshire County Council | United Kingdom of Great Britain and Northern Ireland | Europe | 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 | ||||
| 117354 | Cities 2021 | 2021 | 50208 | Adana Metropolitan Municipality | Turkey | 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? | 1 | Response | 6 | Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 117355 | 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. | 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 | ||
| 117356 | Cities 2021 | 2021 | 848568 | Metropolitan Council, Twin Cities | 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. | 8 | Overall level of confidence | 1 | Medium | 01/20/2022 02:27:05 | |||
| 117357 | Cities 2021 | 2021 | 50374 | Alcaldia Distrital de Cartagena de Indias | 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. | 18 | Web link to action website | 7 | El ahorro energético se expresará en TEP (Toneladas equivalentes de Petróleo) | 01/20/2022 02:27:05 | |||
| 117358 | Cities 2021 | 2021 | 60238 | Söderhamns kommun | Sweden | 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. | 9 | Renewable energy production (MWh) | 3 | 01/20/2022 02:27:05 | ||||
| 117359 | Cities 2021 | 2021 | 58871 | City of Salem, MA | 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. | 9 | Base year absolute emissions (metric tonnes CO2e) | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117360 | Cities 2021 | 2021 | 54459 | Reykjavíkurborg | Iceland | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 12 | Transportation > Off-road | Off road transportation emissions do not occur in significant amounts, with the exception of vehicles in the construction industry that are integrated under scope 3. | 01/20/2022 02:27:05 | ||
| 117361 | Cities 2021 | 2021 | 834299 | Musashino City | Japan | East Asia | 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 | 13 | TOTAL Scope 1 (Territorial) emissions | Question not applicable | 01/20/2022 02:27:05 | ||
| 117362 | Cities 2021 | 2021 | 863205 | Gorontalo Regency | Indonesia | Southeast Asia and Oceania | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.8 | Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why. | 3 | Please explain and quantify changes in emissions | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 117363 | Cities 2021 | 2021 | 826396 | Munícipio de Sintra | Portugal | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 23 | AFOLU > Land use | The methodology used to calculate the municipality of Sintra's GHG emissions is based on the guidelines of the European Commission's Joint Research Centre for the development of SEAP.This methodology not recommends the calculation of these emissions. | 01/20/2022 02:27:05 | ||
| 117364 | Cities 2021 | 2021 | 35856 | Busan Metropolitan City | Republic of Korea | East Asia | 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. | 2 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117365 | Cities 2021 | 2021 | 60216 | Växjö kommun | Sweden | Europe | 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. | 8 | Web link | 4 | 01/20/2022 02:27:05 | ||||
| 117366 | Cities 2021 | 2021 | 54037 | City of Des Moines, IA | 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. | 1 | Mitigation action | 2 | Buildings > Energy efficiency/ retrofit measures | 01/20/2022 02:27:05 | |||
| 117367 | Cities 2021 | 2021 | 859144 | Kizugawa 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. | 21 | Name of the engagement activities | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117368 | Cities 2021 | 2021 | 18078 | Swale Borough Council | 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. | 14 | Total cost of the project | 7 | 01/20/2022 02:27:05 | ||||
| 117369 | Cities 2021 | 2021 | 19233 | Município de Torres Vedras | Portugal | Europe | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.0 | Does your city have a city-wide emissions inventory to report? | 0 | 0 | Yes | 01/20/2022 02:27:05 | ||||
| 117370 | Cities 2021 | 2021 | 54667 | Prefeitura Municipal de Contagem | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0c | Please provide details of your total city-wide base year intensity target. An intensity target is usually measured per capita or per unit GDP. If you have an absolute emissions reduction target, please select “Base year emissions (absolute) target” in question 5.0. | 1 | Sector | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117371 | Cities 2021 | 2021 | 859149 | Ashiya 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) | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 117372 | Cities 2021 | 2021 | 36254 | Comune di Venezia | Italy | Europe | 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 | ||
| 117373 | 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) | 24 | AFOLU > Other AFOLU | 948 | 01/20/2022 02:27:05 | ||
| 117374 | Cities 2021 | 2021 | 58783 | Commune de Bakata | Burkina Faso | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 4 | Stationary energy > Industrial buildings & facilities | Question not applicable | 01/20/2022 02:27:05 | ||
| 117375 | Cities 2021 | 2021 | 834219 | Municipality of Corrientes | 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. | 9 | Renewable energy production (MWh) | 4 | 01/20/2022 02:27:05 | ||||
| 117376 | Cities 2021 | 2021 | 841491 | Muar Municipal Council | Malaysia | Southeast Asia and Oceania | 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. | 14 | Comment | 1 | 01/20/2022 02:27:05 | ||||
| 117377 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | Brazil | Latin America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 8 | Projected population in target year | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117378 | Cities 2021 | 2021 | 15515 | Reading Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 0. Introduction | City Details | 0.6 | Please provide further details about the geography of your city. | 1 | Land area of the city boundary as defined in question 0.1 (in square km) | 1 | Please complete | 40.4 | 01/20/2022 02:27:05 | ||
| 117379 | Cities 2021 | 2021 | 35887 | Ajuntament de València | Spain | Europe | 5. Emissions Reduction | Mitigation Actions | 5.4 | Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government. | 16 | Majority funding source | 54 | Local | 01/20/2022 02:27:05 | |||
| 117380 | Cities 2021 | 2021 | 850538 | Prefeitura de Treze Tílias | Brazil | 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. | 7 | Emission factor unit (numerator) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117381 | Cities 2021 | 2021 | 49346 | City of Allentown, PA | 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. | 4 | If you have no indirect emissions to report, please select a notation key to explain why | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 117382 | Cities 2021 | 2021 | 834339 | Odawara City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.6 | Please provide total (Scope 1 + Scope 2) GHG emissions for your local government operations, in metric tonnes CO2e. | 4 | Comment | 1 | Local government emissions breakdown | Question not applicable | 01/20/2022 02:27:05 | ||
| 117383 | Cities 2021 | 2021 | 859142 | Fukuchiyama 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. | 21 | Name of the engagement activities | 6 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117384 | Cities 2021 | 2021 | 863205 | Gorontalo 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 11 | Transportation > Aviation | Question not applicable | 01/20/2022 02:27:05 | ||
| 117385 | Cities 2021 | 2021 | 35755 | Village of Kadiovacik | 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. | 17 | Total cost provided by the majority funding source (currency) | 0 | 01/20/2022 02:27:05 | ||||
| 117386 | Cities 2021 | 2021 | 50678 | Município de Évora | Portugal | 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. | 15 | Select the initiatives that this target contributes towards | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117387 | Cities 2021 | 2021 | 49345 | City of Birmingham, AL | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 117388 | Cities 2021 | 2021 | 840924 | Prefeitura de Alexânia | 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. | 1 | Direct emissions (metric tonnes CO2e) | 8 | Transportation > On-road | Question not applicable | 01/20/2022 02:27:05 | ||
| 117389 | Cities 2021 | 2021 | 54652 | Prefeitura de Osasco | 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. | 8 | Energy savings (MWh) | 1 | 01/20/2022 02:27:05 | ||||
| 117390 | Cities 2021 | 2021 | 834373 | Town of York, ME | United States of America | 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. | 3 | Scope | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117391 | Cities 2021 | 2021 | 31090 | District of Columbia, DC | 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. | 14 | Total cost of the project | 15 | 01/20/2022 02:27:05 | ||||
| 117392 | Cities 2021 | 2021 | 826429 | Município de Figueira da Foz | Portugal | 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. | 15 | Total cost provided by the local government | 13 | 01/20/2022 02:27:05 | ||||
| 117393 | Cities 2021 | 2021 | 35865 | Municipality of Fortaleza | 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. | 13 | Finance status | 3 | Feasibility undertaken | 01/20/2022 02:27:05 | |||
| 117394 | Cities 2021 | 2021 | 859052 | Kitami 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. | 11 | Co-benefit area | 11 | 01/20/2022 02:27:05 | ||||
| 117395 | Cities 2021 | 2021 | 58871 | City of Salem, MA | United States of America | North America | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 13 | Select the initiatives that this target contributes towards | 9 | Question not applicable | 01/20/2022 02:27:05 | |||
| 117396 | Cities 2021 | 2021 | 59124 | City of Natchez, MS | 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 13 | Total Transport | Question not applicable | 01/20/2022 02:27:05 | ||
| 117397 | Cities 2021 | 2021 | 54603 | Alcaldia de Pasto | 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. | 1 | Direct emissions (metric tonnes CO2e) | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 117398 | Cities 2021 | 2021 | 63862 | City of Ashland, OR | United States of America | North America | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 6 | If you have no emissions occurring outside the city boundary to report as a result of in-city activities, please select a notation key to explain why | 5 | Stationary energy > Agriculture | Question not applicable | 01/20/2022 02:27:05 | ||
| 117399 | Cities 2021 | 2021 | 54291 | Chengdu Municipal 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 | 28 | Generation of grid-supplied energy > Heat/cold generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 117400 | Cities 2021 | 2021 | 35878 | City of Sacramento, CA | United States of America | North America | 0. Introduction | City Details | 0.3 | Please provide information about your city’s Mayor or equivalent legal representative authority in the table below. | 3 | Current term end year | 1 | Please complete | 2024 | 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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