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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142201 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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 | 58 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142202 | Cities 2021 | 2021 | 54687 | Prefeitura Municipal de São José dos Campos | 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. | 3 | Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e) | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 142203 | Cities 2021 | 2021 | 50572 | City of Saint Paul, MN | 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. | 10 | Timescale of reduction / savings / energy production | 1 | Per year | 01/20/2022 02:27:05 | |||
| 142204 | Cities 2021 | 2021 | 31179 | Gemeente Rotterdam | Netherlands | 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 | 15 | Waste > Biological treatment | 01/20/2022 02:27:05 | |||
| 142205 | Cities 2021 | 2021 | 46470 | Ayuntamiento de Vitoria-Gasteiz | Spain | 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 | 276.8 | 01/20/2022 02:27:05 | ||
| 142206 | Cities 2021 | 2021 | 31180 | Región Metropolitana 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 14 | Waste > Solid waste disposal | 01/20/2022 02:27:05 | |||
| 142207 | Cities 2021 | 2021 | 862760 | City of Oxford, OH | United States of America | North America | 0. Introduction | 0.1 | Please give a general description and introduction to your city including your city’s reporting boundary in the table below. | 1 | Administrative boundary | 1 | Please complete | City / Municipality | 01/20/2022 02:27:05 | |||
| 142208 | Cities 2021 | 2021 | 54389 | Taichung City Government | Taiwan, Greater China | East Asia | 0. Introduction | City Details | 0.4 | Please select the currency used for all financial information disclosed throughout your response. | 0 | 0 | TWD New Taiwan Dollar | 01/20/2022 02:27:05 | ||||
| 142209 | Cities 2021 | 2021 | 70005 | Tauragės rajono savivaldybė | Lithuania | 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. | 1 | Direct emissions (metric tonnes CO2e) | 15 | Waste > Biological treatment | Question not applicable | 01/20/2022 02:27:05 | ||
| 142210 | Cities 2021 | 2021 | 31155 | City of Buenos Aires | 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. | 5 | Start year of action | 8 | 2019 | 01/20/2022 02:27:05 | |||
| 142211 | Cities 2021 | 2021 | 14088 | Oslo kommune | Norway | 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. | 7 | Estimated emissions reduction (metric tonnes CO2e) | 9 | 12000 | 01/20/2022 02:27:05 | |||
| 142212 | Cities 2021 | 2021 | 859187 | Saiki City | Japan | East Asia | 7. Local Government Emissions | Local Government Operations GHG Emissions Data | 7.7 | Do you measure local government Scope 3 emissions? | 0 | 0 | Question not applicable | 01/20/2022 02:27:05 | ||||
| 142213 | Cities 2021 | 2021 | 58671 | Helsingør Kommune | Denmark | Europe | 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. | 1 | IPCC sector | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142214 | Cities 2021 | 2021 | 73746 | Probolinggo | Indonesia | 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 | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142215 | Cities 2021 | 2021 | 840070 | Somerset West and Taunton | United Kingdom of Great Britain and Northern Ireland | 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. | 10 | Percentage reduction target from business as usual | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142216 | Cities 2021 | 2021 | 827048 | Zhenjiang Municipal People's Government | China | 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 | 75 | Improved resource efficiency (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 142217 | Cities 2021 | 2021 | 55169 | City of Miyakojima | 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 | 2 | Stationary Energy: energy use – Scope 2 (I.X.2) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142218 | Cities 2021 | 2021 | 74671 | Kadıköy | 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. | 8 | Energy savings (MWh) | 1 | 608497 | 01/20/2022 02:27:05 | |||
| 142219 | Cities 2021 | 2021 | 45219 | Município de Aparecida | 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) | 27 | Generation of grid-supplied energy > CHP generation | Question not applicable | 01/20/2022 02:27:05 | ||
| 142220 | Cities 2021 | 2021 | 859053 | City of Noboribetsu | 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 | ||
| 142221 | Cities 2021 | 2021 | 74365 | Utsunomiya | 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) | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142222 | Cities 2021 | 2021 | 862956 | Inashiki City | Japan | East Asia | 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. | 7 | File name and attach your inventory | 0 | 01/20/2022 02:27:05 | ||||
| 142223 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East 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. | 6 | Emission factor value | 61 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142224 | Cities 2021 | 2021 | 35872 | Municipality of Recife | 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. | 19 | Name of the stakeholder group | 5 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142225 | Cities 2021 | 2021 | 54096 | City of Saint John, NB | 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. | 5 | Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e) | 17 | Waste > Wastewater | Question not applicable | 01/20/2022 02:27:05 | ||
| 142226 | Cities 2021 | 2021 | 19233 | Município de Torres Vedras | 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. | 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 | ||
| 142227 | Cities 2021 | 2021 | 60236 | Trelleborgs kommun | Sweden | 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. | 1 | Direct emissions (metric tonnes CO2e) | 8 | Transportation > On-road | 42164 | 01/20/2022 02:27:05 | ||
| 142228 | Cities 2021 | 2021 | 54430 | Ville du Havre | France | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 3 | Name of the engagement activities | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142229 | Cities 2021 | 2021 | 17411 | Southend on Sea Borough Council | United Kingdom of Great Britain and Northern Ireland | Europe | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142230 | Cities 2021 | 2021 | 60400 | Municipalidad de Temuco | Chile | Latin America | 1. Governance and Data Management | Governance | 1.4 | Please list the stakeholder engagement activities for each relevant stakeholder group. | 6 | Attach reference document such as meeting minutes, pictures or webpage | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142231 | Cities 2021 | 2021 | 50356 | Ayuntamiento de Morelia | Mexico | 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. | 5 | Emissions (tonnes CO2e) | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142232 | Cities 2021 | 2021 | 59696 | City of Longmont, 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 31 | Total Emissions (excluding generation of grid-supplied energy) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142233 | Cities 2021 | 2021 | 54335 | Government of the City of Yogyakarta | Indonesia | Southeast Asia and Oceania | 5. Emissions Reduction | Mitigation Target setting | 5.0b | Please provide details of your total fixed level target(s). | 14 | Does this target align to a requirement from a higher level of government? | 0 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142234 | Cities 2021 | 2021 | 70261 | Alcaldia de Floridablanca | Colombia | 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. | 1 | Emissions (metric tonnes CO2e) | 10 | Waste: waste generated outside the city boundary – Scope 1 (III.X.3) | Question not applicable | 01/20/2022 02:27:05 | ||
| 142235 | Cities 2021 | 2021 | 859074 | Tagajo City | Japan | East Asia | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.1 | Please state the dates of the accounting year or 12-month period for which you are reporting your latest city-wide GHG emissions inventory. | 2 | To | 1 | Accounting year dates | Question not applicable | 01/20/2022 02:27:05 | ||
| 142236 | Cities 2021 | 2021 | 52897 | City of Aspen, CO | 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. | 22 | Aim of the engagement activities | 2 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142237 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | Europe | 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. | 12 | Target year absolute emissions (metric tonnes CO2e) | 4 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142238 | Cities 2021 | 2021 | 53829 | City of Kingston, 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. | 2 | If you have no direct emissions to report, please select a notation key to explain why | 20 | IPPU > Product use | 01/20/2022 02:27:05 | |||
| 142239 | Cities 2021 | 2021 | 840514 | Blitar City | Indonesia | Southeast Asia and Oceania | 4. City-wide Emissions | City-wide GHG Emissions Data | 4.6a | The Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why. | 1 | Direct emissions (metric tonnes CO2e) | 30 | Total Generation of grid-supplied energy | Question not applicable | 01/20/2022 02:27:05 | ||
| 142240 | Cities 2021 | 2021 | 68373 | Prefeitura de Pedreira | 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. | 7 | Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments | 25 | Total AFOLU | Question not applicable | 01/20/2022 02:27:05 | ||
| 142241 | Cities 2021 | 2021 | 36492 | Comune di Parma | Italy | Europe | 5. Emissions Reduction | Mitigation Target setting | 5.0e | Please explain why you do not have a city-wide emissions reduction target and any plans to set one in the future. | 2 | Comment | 1 | Please explain | Question not applicable | 01/20/2022 02:27:05 | ||
| 142242 | Cities 2021 | 2021 | 54341 | Toyama City | Japan | East 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. | 4 | Emission factor source | 72 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142243 | Cities 2021 | 2021 | 54349 | Balikpapan City Government | 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. | 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 | 17 | Waste > Wastewater | NE | 01/20/2022 02:27:05 | ||
| 142244 | Cities 2021 | 2021 | 43940 | Malmö stad | Sweden | 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. | 9 | Volume of fuel used or activity level (reported in the same units as emissions factor denominator) | 7 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142245 | Cities 2021 | 2021 | 15515 | Reading 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. | 11 | Co-benefit area | 4 | Improved resource security (e.g. food, water, energy) | 01/20/2022 02:27:05 | |||
| 142246 | Cities 2021 | 2021 | 859118 | Hara Village | Japan | East Asia | 1. Governance and Data Management | Governance | 1.6 | Please provide information on the overall impact of COVID-19 on climate action in your city. | 2 | Comment | 1 | Response | 01/20/2022 02:27:05 | |||
| 142247 | Cities 2021 | 2021 | 54349 | Balikpapan City Government | Indonesia | Southeast Asia and Oceania | 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 | 2 | Construction | Question not applicable | 01/20/2022 02:27:05 | ||
| 142248 | Cities 2021 | 2021 | 859089 | Satte 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. | 1 | Direct emissions (metric tonnes CO2e) | 22 | AFOLU > Livestock | Question not applicable | 01/20/2022 02:27:05 | ||
| 142249 | Cities 2021 | 2021 | 859161 | Akaiwa City | 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. | 7 | Base year emissions (metric tonnes CO2e) | 1 | Question not applicable | 01/20/2022 02:27:05 | |||
| 142250 | Cities 2021 | 2021 | 58613 | City of York 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. | 1 | Direct emissions (metric tonnes CO2e) | 7 | Total Stationary Energy | 370198.16 | 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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