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2021 Cities - Emissions and Mitigation

This is a filtered view based on 2021 Full Cities Dataset.

Row numberQuestionnaireYear Reported to CDPAccount NumberOrganizationCountryCDP RegionParent SectionSectionQuestion NumberQuestion NameColumn NumberColumn NameRow NumberRow NameResponse AnswerCommentsFile NameLast update
118351Cities 2021202150400City of Newark, NJUnited States of AmericaNorth America7. Local Government EmissionsLocal Government Operations GHG Emissions Data7.1Please state the dates of the accounting year or 12-month period for which you are reporting an emissions inventory for your local government operations.2To1Accounting year datesQuestion not applicable01/20/2022 02:27:05
118352Cities 2021202173645KwaDukuzaSouth AfricaAfrica1. Governance and Data ManagementGovernance1.4Please list the stakeholder engagement activities for each relevant stakeholder group.3Name of the engagement activities11. Understanding what climate change is 2. How service delivery is impacted by climate change3. Understanding climate change in KwaDukuza Municipality4. Linking department activities and projects to climate change01/20/2022 02:27:05
118353Cities 202120211850Birmingham City CouncilUnited Kingdom of Great Britain and Northern IrelandEurope5. Emissions ReductionMitigation Planning5.5aPlease 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.5Areas covered by action plan1Waste01/20/2022 02:27:05
118354Cities 20212021859145Oyamazaki TownJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.2If you have no direct emissions to report, please select a notation key to explain why7Total Stationary EnergyQuestion not applicable01/20/2022 02:27:05
118355Cities 2021202154403Tampereen kaupunkiFinlandEurope5. Emissions ReductionMitigation Actions5.4Describe 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.11Co-benefit area1Economic growth01/20/2022 02:27:05
118356Cities 2021202153959City of Fayetteville, ARUnited States of AmericaNorth America5. Emissions ReductionMitigation Planning5.5aPlease 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.14Comment1Peter Nierengarten, Sustainability DirectorLeif Olson, Long Range PlannerRachael Schaffner, Sustainability CoordinatorAnna Travis, Technical AssistantHadley Cook, Technical Assistant01/20/2022 02:27:05
118357Cities 20212021827048Zhenjiang Municipal People's GovernmentChinaEast Asia5. Emissions ReductionMitigation Target setting5.0aPlease 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.14Select the initiatives that this target contributes towards8Carbon Neutral Cities Alliance01/20/2022 02:27:05
118358Cities 20212021862564Lycksele kommunSwedenEurope4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.6If 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 why29Generation of grid-supplied energy > Local renewable generation01/20/2022 02:27:05
118359Cities 2021202131154Bogotá Distrito CapitalColombiaLatin America4. City-wide EmissionsCity-wide GHG Emissions Data4.6cPlease provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why.1Scope 1 emissions excluding emissions from grid-supplied energy generation1City-wide emissionsQuestion not applicable01/20/2022 02:27:05
118360Cities 2021202154663Prefeitura do Jaboatão dos GuararapesBrazilLatin America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.6If 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 why28Generation of grid-supplied energy > Heat/cold generationQuestion not applicable01/20/2022 02:27:05
118361Cities 20212021859196Yomitan VillageJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.2If you have no direct emissions to report, please select a notation key to explain why26Generation of grid-supplied energy > Electricity-only generationQuestion not applicable01/20/2022 02:27:05
118362Cities 2021202131055Glasgow City CouncilUnited Kingdom of Great Britain and Northern IrelandEurope4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.5Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e)26Generation of grid-supplied energy > Electricity-only generationQuestion not applicable01/20/2022 02:27:05
118363Cities 20212021859175Soeda TownJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.7Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments9Transportation > RailQuestion not applicable01/20/2022 02:27:05
118364Cities 20212021839980Municipalidad de AvellanedaArgentinaLatin America5. Emissions ReductionMitigation Actions5.4Describe 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.12Action description and implementation progress6Gestionar créditos accesibles para gestionar los residuos pecuarios mediante biodigestores, que optimicen la degradación de los residuos al mismo tiempo que captan el gas metano emitido para quemarlo y generar energía eléctrica o calórica.Meta: reducir en un 25% las emisiones generadas por el sector agropecuario01/20/2022 02:27:05
118365Cities 2021202131174Moscow GovernmentRussian FederationEurope4. City-wide EmissionsGCoM Emission Factor and Activity Data4.14aPlease provide a summary of emissions factors and activity data used in your inventory.9Volume of fuel used or activity level (reported in the same units as emissions factor denominator)2Question not applicable01/20/2022 02:27:05
118366Cities 2021202162855Egedal KommuneDenmarkEurope4. City-wide EmissionsGCoM Emission Factor and Activity Data4.14aPlease provide a summary of emissions factors and activity data used in your inventory.7Emission factor unit (numerator)3Question not applicable01/20/2022 02:27:05
118367Cities 20212021826212Junta intermunicipal para la gestión integral de la cuenca del Río Coahuayana (JIRCO)MexicoLatin America1. Governance and Data ManagementGovernance1.7Please 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.2COVID-19 recovery interventions and climate action synergies1ResponseRecovery interventions that channel investment in sustainable, resilient agriculture and food supply chains01/20/2022 02:27:05
118368Cities 2021202135872Municipality of RecifeBrazilLatin America4. City-wide EmissionsGCoM Emission Factor and Activity Data4.14aPlease provide a summary of emissions factors and activity data used in your inventory.1Applicable sub-sector39Question not applicable01/20/2022 02:27:05
118369Cities 2021202150375Ayuntamiento de ChihuahuaMexicoLatin America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.2If you have no direct emissions to report, please select a notation key to explain why31Total Emissions (excluding generation of grid-supplied energy)IE01/20/2022 02:27:05
118370Cities 2021202163543Fredensborg KommuneDenmarkEurope5. Emissions ReductionMitigation Target setting5.0bPlease provide details of your total fixed level target(s).2Where sources differ from the inventory, identify and explain these additions / exclusions0Question not applicable01/20/2022 02:27:05
118371Cities 20212021848145Ciudad MaderoMexicoLatin America5. Emissions ReductionMitigation Target setting5.0cPlease 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 5.0.5Base year0Question not applicable01/20/2022 02:27:05
118372Cities 20212021833284West Midlands Combined AuthorityUnited Kingdom of Great Britain and Northern IrelandEurope4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.3Indirect emissions from the use of grid-supplied electricity, heat, steam and/or cooling (metric tonnes CO2e)6Stationary energy > Fugitive emissions001/20/2022 02:27:05
118373Cities 20212021834403Municipality of San Martín de los AndesArgentinaLatin America4. City-wide EmissionsCity-wide GHG Emissions Data4.5Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below.1Document title and attachment20_Planilla de Cálculo_V3_2016_SM Andes_Final0_Planilla de Cálculo_V3_2016_SM Andes_Final (1).pdf01/20/2022 02:27:05
118374Cities 2021202154029City of Spokane, WAUnited States of AmericaNorth America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.4If you have no indirect emissions to report, please select a notation key to explain why8Transportation > On-road01/20/2022 02:27:05
118375Cities 20212021834289Municipality of RauchArgentinaLatin America7. Local Government EmissionsLocal Government Operations GHG Emissions Data7.7aPlease complete the table reporting your local government Scope 3 emissions.1Source of Scope 3 emissions0Question not applicable01/20/2022 02:27:05
118376Cities 20212021827047Fuzhou Municipal People's GovernmentChinaEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.6If 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 why23AFOLU > Land useQuestion not applicable01/20/2022 02:27:05
118377Cities 2021202135887Ajuntament de ValènciaSpainEurope5. Emissions ReductionMitigation Actions5.4Describe 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.3Means of implementation73Infrastructure development01/20/2022 02:27:05
118378Cities 2021202173712Camilo AldaoArgentinaLatin America5. Emissions ReductionMitigation Actions5.4Describe 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.5Start year of action401/20/2022 02:27:05
118379Cities 2021202150401City of Madison, WIUnited States of AmericaNorth America5. Emissions ReductionMitigation Actions5.4Describe 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.12Action description and implementation progress8Green fleet strategies provide opportunities for the City of Madison to achieve emissions savings, cost savings andcontribute to operator safety. The City of Madison Fleet department has started to develop an alternate fuels fleet menu,listing qualified fuel-efficient vehicles for city agencies to consider right-sizing vehicles when making procurementrequests. Operator training opportunities include safety and fuel conservation training and frequently are paired withinstalling GPS vehicle tracking. This can contribute to operator safety and accountability. Idle-reduction strategiesinclude battery auxiliary power systems, air heaters, automatic power management systems and waste heat recoverysystems.35 For utility trucks, using auxiliary power to avoid power take off and reducing idling from these vehicles isa potential strategy for community stakeholders with these types of fleet vehicles. Under the leadership of the City of Madison Fleet Superintendent Mahanth Joishy, a group of fleet managers representing public fleets from around the Madison area met to share information at the first Madison Area Fleet Managers meeting in June 2018. The fleet managers discussed best practices in procurement, operations, safety, and sustainability. Agreeing to meet again periodically, the fleet managers identified several opportunities to consider collaborating in the future, which may help contribute to efficient implementation of green fleet strategies for the City of Madison and other public fleets, leading to further emissions reductions from fleet operations.Green fleet initiatives have the potential to achieve fuel cost savings between 15%-20% of annual fleet expenditures($295,000-$414,000) and estimated GHG emissions reductions between 10%-20% of current fleet annualemissions (956-1,673 tons CO2e). Initial investment for green fleet strategies ranges from $150,000 to $400,000and includes initial cost estimates to fully develop a right-size fleet menu, operator education materials, and trainingand supporting fleet managers best practices discussions for a period of 3 years. Idle-reduction costs vary and requireadditional research to identify specific vehicles for implementation. The City of Madison Fleet department added B5 biodiesel to its diesel fuel mix in 2018 to reduce GHG emissions from vehicle operations at a comparable cost to traditional diesel fuel. A biodiesel mix between B5 and B20 is allowed by most vehicle manufacturers without voiding engine warranties. A lower mix of biodiesel (B5) is necessary to cope with cold weather during Madison’s winters, with a higher mix (up to B20) potentially available for use during summer months. Cost estimates for biodiesel are comparable with traditional diesel and in some cases may even save money on fuel costs. Biodiesel is associated with emissions reductions from vehicle operations of between 5% and 20%, depending on the mix. Another option for some equipment is fueling with propane, which emits fewer GHG per gallon equivalent and is less expensive than gasoline or diesel.01/20/2022 02:27:05
118380Cities 2021202174698BeiraMozambiqueAfrica5. Emissions ReductionMitigation Planning5.5aPlease 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.10Describe the synergies, trade-offs, and co-benefits of this interaction001/20/2022 02:27:05
118381Cities 2021202135914Greater Hyderabad Municipal CorporationIndiaSouth and West Asia5. Emissions ReductionMitigation Target setting5.0dPlease provide details of your total city-wide baseline scenario target(s), including projected business as usual emissions.3Boundary of target relative to city boundary (reported in 0.1)0Question not applicable01/20/2022 02:27:05
118382Cities 2021202135907BangaloreIndiaSouth and West Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6cPlease provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why.10Calculated total Scope 1 + Scope 2 emissions1City-wide emissionsQuestion not applicable01/20/2022 02:27:05
118383Cities 2021202131155City of Buenos AiresArgentinaLatin America4. City-wide EmissionsCity-wide GHG Emissions Data4.6bPlease 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.1Emissions (metric tonnes CO2e)2Stationary Energy: energy use – Scope 2 (I.X.2)Question not applicable01/20/2022 02:27:05
118384Cities 20212021834196Miyoshi CityJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6cPlease provide a breakdown of your GHG emissions by scope. Where values are not available, please use the comment field to indicate the reason why.5Calculated Total Scope 1 emissions1City-wide emissionsQuestion not applicable01/20/2022 02:27:05
118385Cities 2021202168383Prefeitura de ItatibaBrazilLatin America4. City-wide EmissionsHistorical emissions inventories4.13Please 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.9Comments001/20/2022 02:27:05
118386Cities 20212021859108Mihama TownJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.5Emissions occurring outside the city boundary as a result of in-city activities (metric tonnes CO2e)15Waste > Biological treatmentQuestion not applicable01/20/2022 02:27:05
118387Cities 20212021859073Ichinohe TownJapanEast Asia0. IntroductionCity Details0.5Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible.4Projected population year1Please complete01/20/2022 02:27:05
118388Cities 20212021848404MonguiColombiaLatin America4. City-wide EmissionsGCoM Emission Factor and Activity Data4.14aPlease provide a summary of emissions factors and activity data used in your inventory.8Emission factor unit (denominator)31Question not applicable01/20/2022 02:27:05
118389Cities 2021202154075City of Lakewood, COUnited States of AmericaNorth America5. Emissions ReductionMitigation Actions5.4Describe 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.18Web link to action website9https://www.lakewood.org/Government/Departments/Economic-Development01/20/2022 02:27:05
118390Cities 20212021859144Kizugawa CityJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.8Please indicate if your city-wide emissions have increased, decreased, or stayed the same since your last emissions inventory, and describe why.1Change in emissions1Please explainQuestion not applicable01/20/2022 02:27:05
118391Cities 2021202162407Blacktown City CouncilAustraliaSoutheast Asia and Oceania5. Emissions ReductionMitigation Target setting5.0ePlease explain why you do not have a city-wide emissions reduction target and any plans to set one in the future.1Reason1Please explainQuestion not applicable01/20/2022 02:27:05
118392Cities 20212021859168Saijo CityJapanEast Asia4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.7Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments25Total AFOLUQuestion not applicable01/20/2022 02:27:05
118393Cities 20212021843399Wandsworth CouncilUnited Kingdom of Great Britain and Northern IrelandEurope4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.7Please explain any excluded sources, identify any emissions covered under an ETS and provide any other comments5Stationary energy > Agriculture01/20/2022 02:27:05
118394Cities 2021202150566City of Anchorage, AKUnited States of AmericaNorth America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.1Direct emissions (metric tonnes CO2e)15Waste > Biological treatment01/20/2022 02:27:05
118395Cities 20212021859103Murakami CityJapanEast Asia4. City-wide EmissionsGCoM Emission Factor and Activity Data4.14aPlease provide a summary of emissions factors and activity data used in your inventory.3Fuel type or activity0Question not applicable01/20/2022 02:27:05
118396Cities 2021202136501Comune di PratoItalyEurope4. City-wide EmissionsCity-wide GHG Emissions Data4.6bPlease 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.2Where data is not available, please explain why11Industrial Processes and Product Use – Scope 1 (IV)Question not applicable01/20/2022 02:27:05
118397Cities 2021202149367Freetown CitySierra LeoneAfrica5. Emissions ReductionMitigation Actions5.4Describe 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.10Timescale of reduction / savings / energy production401/20/2022 02:27:05
118398Cities 2021202154026City of Tacoma, WAUnited States of AmericaNorth America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.2If you have no direct emissions to report, please select a notation key to explain why20IPPU > Product use01/20/2022 02:27:05
118399Cities 2021202136039Accra Metropolitan AssemblyGhanaAfrica4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.2If you have no direct emissions to report, please select a notation key to explain why3Stationary energy > Institutional buildings & facilitiesIE01/20/2022 02:27:05
118400Cities 2021202110495City of Las Vegas, NVUnited States of AmericaNorth America4. City-wide EmissionsCity-wide GHG Emissions Data4.6aThe 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.4If you have no indirect emissions to report, please select a notation key to explain why18Total WasteQuestion not applicable01/20/2022 02:27:05

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created Sep 7 2021

updated Jan 20 2022

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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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