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2021 Cities - Vulnerability and Adaptation

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
143951Cities 2021202131111Tokyo Metropolitan GovernmentJapanEast Asia3. AdaptationAdaptation Planning3.2aPlease provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation.5Year of adoption of adaptation plan by local government2201601/20/2022 02:27:05
143952Cities 2021202174673İzmir Metropolitan MunicipalityTurkeyEurope3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.5Means of implementation11Capacity building and training activities01/20/2022 02:27:05
143953Cities 2021202154274Rotorua Lakes CouncilNew ZealandSoutheast Asia and Oceania2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.5Explanation of boundary choice where the assessment boundary differs from the city boundary1Provincial city with significant rural population. Boundary used is Rotorua Lakes District01/20/2022 02:27:05
143954Cities 2021202135848Municipality of Belo HorizonteBrazilLatin America6. OpportunitiesCollaboration6.2aPlease provide some key examples of how your city collaborates with business and/or industries in the table below.3Description of collaboration3Parceria entre BHTrans e Google indica previsão de chegada de linhas de ônibus.Usuários de ônibus em Belo Horizonte podem visualizar em tempo real os horários dos coletivos através do aplicativo Google Maps. A iniciativa é uma parceria da empresa com a prefeitura da cidade.A ideia é que os passageiros encontrem detalhes sobre linhas, rotas, quantidade de paradas e distâncias, além de descobrir se o ônibus está atrasado ou adiantado.https://g1.globo.com/minas-gerais/noticia/parceria-entre-bhtrans-e-google-indica-previsao-de-chegada-de-linhas-de-onibus.ghtml01/20/2022 02:27:05
143955Cities 2021202155801City of West Palm Beach, FLUnited States of AmericaNorth America2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.8Areas/sectors covered by the risk and vulnerability assessment1Water Supply & Sanitation01/20/2022 02:27:05
143956Cities 2021202131051Coventry City CouncilUnited Kingdom of Great Britain and Northern IrelandEurope6. OpportunitiesFinance and Economic Opportunities6.5List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'.7Project description and attach project proposal3Business case on refuse vehicles to enable informed purchase selection in the next vehicle replacement cycle. Will cover both electric and hydrogen-based RCVs and associated infrastructure. “Mini Hub” concept would be part of the electric business caseThe projects mentioned above in section 6.4a will also attract further investment to Coventry.01/20/2022 02:27:05
143957Cities 2021202150362Municipalidad de ConcepciónChileLatin America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.6Co-benefit area5Promote circular economy01/20/2022 02:27:05
143958Cities 20212021840521City of DenizliTurkeyEurope3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.1Climate hazards8Extreme cold temperature > Extreme cold days01/20/2022 02:27:05
143959Cities 202120213203City of Chicago, ILUnited States of AmericaNorth America6. OpportunitiesOpportunities6.1Has your city measured the wider social and economic impacts of delivering climate actions/projects/policies? If so, please provide more details on which benefits are being measured and/or a link to more information.2Has your city measured the distribution of these impacts across the city’s population (e.g. through the listed actions)1Response01/20/2022 02:27:05
143960Cities 20212021863238Stadt St.GallenSwitzerlandEurope2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.11When do you first expect to experience those changes in frequency and intensity?2Short-term (by 2025)The greatest climatic hazards are: heavy precipitation and natural hazards. The federal climate scenarios are an important basis for assessment.This mainly affects infrastructure facilities and buildings, which cannot be quantified. https://www.nccs.admin.ch/nccs/de/home/klimawandel-und-auswirkungen/schweizer-klimaszenarien.html01/20/2022 02:27:05
143961Cities 2021202150357Ciudad de MendozaArgentinaLatin America3. AdaptationAdaptation Planning3.2aPlease provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation.14Update/revision process in place for the Adaptation Plan1Question not applicable01/20/2022 02:27:05
143962Cities 20212021859098Ayase CityJapanEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.8Future change in frequency001/20/2022 02:27:05
143963Cities 2021202163862City of Ashland, ORUnited States of AmericaNorth America2. Climate Hazards and VulnerabilityClimate Hazards2.3aPlease report on how climate change impacts health outcomes and health services in your city.4Identify the climate-related health issues faced by your city1Heat-related illnesses01/20/2022 02:27:05
143964Cities 2021202159696City of Longmont, COUnited States of AmericaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.8Action description and implementation progress3Longmont provides $25 and 80% income-qualified discounts for Resource Central's water-wise Garden in a Boxes to promote xeriscape gardens in the community.01/20/2022 02:27:05
143965Cities 2021202155801City of West Palm Beach, FLUnited States of AmericaNorth America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.6Select the initiatives related to this adaptation goal that your city has committed to3Deadline 2020 - Delivering the 1.5 degree ambition of the Paris Agreement in a resilient, inclusive wayThe City has just recently concluded its draft vulnerability and risk assessment with the NEMAC+FernLeaf group, and will be using this assessment to identify new metrics based strictly on adaptation efforts. The adaptation initiatives listed here were established in the Sustainability Action Plan and City Strategic Plan.01/20/2022 02:27:05
143966Cities 20212021840923Prefeitura de Nova Santa RitaBrazilLatin America6. OpportunitiesClimate Action Planning6.12Describe how your city plans to enhance ambition and scale up Climate Action Plan (integrated/adaptation/mitigation) and actions to achieve climate neutrality, net zero emissions, carbon neutrality or 100% renewables.00Question not applicable01/20/2022 02:27:05
143967Cities 2021202156276New Taipei City GovernmentTaiwan, Greater ChinaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.3aPlease report on how climate change impacts health outcomes and health services in your city.6Please identify which vulnerable populations are affected by these climate-related impacts1Low-income households01/20/2022 02:27:05
143968Cities 2021202111315City of ManchesterUnited Kingdom of Great Britain and Northern IrelandEurope2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.6Most relevant assets / services affected overall1Transport01/20/2022 02:27:05
143969Cities 20212021839665Ayuntamiento de CelayaMexicoLatin America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.5Means of implementation5Awareness raising program or campaign01/20/2022 02:27:05
143970Cities 2021202173755Legazpi CityPhilippinesSoutheast Asia and Oceania3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.2Climate hazards that adaptation goal addresses18Storm and wind > Storm surge01/20/2022 02:27:05
143971Cities 2021202173777Muang PhichitThailandSoutheast Asia and Oceania6. OpportunitiesOpportunities6.0Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities.1Opportunity7Reduced risk to human health01/20/2022 02:27:05
143972Cities 20212021862673City of Selkirk, MBCanadaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.6Co-benefit area4Enhanced resilience01/20/2022 02:27:05
143973Cities 20212021834313Municipality of TópagaColombiaLatin America6. OpportunitiesOpportunities6.0Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities.1Opportunity7Other, please specify: EXTENSIÓN AGROPECUARIA01/20/2022 02:27:05
143974Cities 2021202150578City of Windsor, ONCanadaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.5Means of implementation78Development and implementation of action plan01/20/2022 02:27:05
143975Cities 20212021834278Municipality of ResistenciaArgentinaLatin America3. AdaptationAdaptation Planning3.2aPlease provide more information on your plan that addresses climate change adaptation and/or resilience and attach the document. Please provide details on the boundary of your plan, and where this differs from your city’s boundary, please provide an explanation.2Web link101/20/2022 02:27:05
143976Cities 20212021831999Concejo Municipal de Distrito de Monte VerdeCosta RicaLatin America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.5Means of implementation4Development and implementation of action plan01/20/2022 02:27:05
143977Cities 202120211093City of Atlanta, GAUnited States of AmericaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.6Co-benefit area2Enhanced resilience01/20/2022 02:27:05
143978Cities 2021202150359Gobierno Municipal de León de los AldamasMexicoLatin America2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.10Future expected magnitude of hazard1MediumLa plataforma tiene un error en la selección de "desconoce" marca "desconce"01/20/2022 02:27:05
143979Cities 2021202149342City of Rochester, NYUnited States of AmericaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.13Total cost provided by the majority funding source (currency)101/20/2022 02:27:05
143980Cities 2021202159653City of Manhattan Beach, CAUnited States of AmericaNorth America1. Governance and Data ManagementGovernance1.1Please attach the letter from your city’s Mayor requesting the relevant local government department to participate in the Green Climate Cities (GCC) program.0001/20/2022 02:27:05
143981Cities 2021202173413Commune de CocodyCôte d'IvoireAfrica2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.8Areas/sectors covered by the risk and vulnerability assessment1Law & Order01/20/2022 02:27:05
143982Cities 2021202144196Hwaseong CityRepublic of KoreaEast Asia1. Governance and Data ManagementGovernance1.4Please list the stakeholder engagement activities for each relevant stakeholder group.1Name of the stakeholder group0Question not applicable01/20/2022 02:27:05
143983Cities 2021202135883City of San José, CAUnited States of AmericaNorth America2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.6Primary author of assessment7Consultant01/20/2022 02:27:05
143984Cities 2021202173645KwaDukuzaSouth AfricaAfrica3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.6Co-benefit area3Disaster preparedness01/20/2022 02:27:05
143985Cities 2021202150681Município de FunchalPortugalEurope6. OpportunitiesFinance and Economic Opportunities6.5List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'.1Project area001/20/2022 02:27:05
143986Cities 2021202136159Município de LisboaPortugalEurope2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.9Please explain1Determination of the Flood and Vulnerability Cartography of the area along the Lisbon river affected by the tidal surge as a consequence of the future rise in the Mean Sea Level (https://biblios.ciencias.ulisboa.pt/detalhes/40099);Underway in the framework of the RESCCUE / Horizon 2020 Project, and the updating of urban and emergency planning tools, the objective is to strengthen urban resilience: the capacity of cities to prevent, prepare, respond and recover from disruptive events (shocks) multi-risk (by cascade effects), minimizing human, material, environmental and property damage (https://toolkit.resccue.eu/);01/20/2022 02:27:05
143987Cities 2021202168383Prefeitura de ItatibaBrazilLatin America2. Climate Hazards and VulnerabilityClimate Hazards2.2Please identify and describe the factors that most greatly affect your city’s ability to adapt to climate change and indicate how those factors either support or challenge this ability.3Level of degree to which factor challenges/supports the adaptive capacity of your city2Significantly challenges01/20/2022 02:27:05
143988Cities 2021202154614Prefeitura da Cidade de São José do Rio PretoBrazilLatin America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.10Majority funding source9Local01/20/2022 02:27:05
143989Cities 2021202154608Alcaldia de MonteríaColombiaLatin America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.2Climate hazards that adaptation goal addresses201/20/2022 02:27:05
143990Cities 2021202143930Gemeente Den HaagNetherlandsEurope6. OpportunitiesOpportunities6.0Please indicate the opportunities your city has identified as a result of addressing climate change and describe how the city is positioning itself to take advantage of these opportunities.2Describe how the city is maximizing this opportunity2The Hague has a history of innovative approaches to the energy transition. This applies not only to technology (heat-cold storage, geothermal wells in built up environments, etc), but to financial schemes as well.01/20/2022 02:27:05
143991Cities 20212021841154Municipalidad de Independencia (Peru)PeruLatin America0. Introduction0.1Please give a general description and introduction to your city including your city’s reporting boundary in the table below.2Description of city1Please completeEl distrito de Independencia es uno de los 43 distritos que conforman la provincia de lima, capital del Perú, ubicada en el departamento de lima. se encuentra localizado en el área norte de lima metropolitana y limita al norte con el distrito de Comas, al este con el distrito de san juan de Lurigancho, al sur con el distrito del Rímac y el distrito de San Martín de Porres Y al oeste con el distrito de Los Olivos, dentro de la división eclesiástica de la iglesia católica del Perú, pertenece a la diócesis de Carabayllo.cuenta con una población de más de doscientos cincuenta mil habitantes. Se ha logrado el desarrollo gracias al esfuerzo de todos, principalmente de las mujeres que cumplen un rol fundamental dentro de las organizaciones sociales agrupadas en 686 comités de vaso de leche, 250 comedores autogestionarios y 122 clubes de madres con más de sesenta mil beneficiarios.La niñez y juventud son el 70 por ciento del total de vecinos haciendo necesaria la incorporación de programas para el desarrollo de sus capacidades y habilidades, ya que ellos son el presente y futuro del distrito.El distrito de Independencia es uno de los 43 distritos que conforman la Provincia De Lima, capital del Perú, ubicada en el departamento de Lima. se encuentra localizado en el área norte de lima metropolitana y limita al norte con el distrito de Comas, al este con el distrito de san juan de Lurigancho, al sur con el distrito del Rímac y el distrito de San Martín de Porres Y al oeste con el distrito de Los Olivos, dentro de la división eclesiástica de la iglesia católica del Perú, pertenece a la diócesis de Carabayllo.El 16 de marzo de 1964, mediante ley número 14965, fue creado el distrito Independencia, que hoy a articulado a 6 ejes zonales comprendidos por La Unificada, El Ermitaño, la capital Independencia- ex pampa de cueva -Tahuantinsuyo, Túpac Amaru y la Zona Industrial – Comercial, que juntos forman la mano del Perú.Cuenta con una población de más de doscientos cincuenta mil habitantes. Se ha logrado el desarrollo gracias al esfuerzo de todos, principalmente de las mujeres que cumplen un rol fundamental dentro de las organizaciones sociales agrupadas en 686 comités de vaso de leche, 250 comedores autogestionarios y 122 clubes de madres con más de sesenta mil beneficiarios.La niñez y juventud son el 70 por ciento del total de vecinos haciendo necesaria la incorporación de programas para el desarrollo de sus capacidades y habilidades, ya que ellos son el presente y futuro del distrito.El distrito Independencia, Centro Económico de Lima Norte cuenta con grandes industrias y ha alcanzado un importante nivel de crecimiento económico gracias a la llegada de grandes inversiones, capitales peruanos y extranjeros que atraen mensualmente a millones de visitantes de todas partes de la capital, convirtiéndose en la principal zona comercial limeña, futura capital económica del Perú.01/20/2022 02:27:05
143992Cities 2021202154098City of Thunder Bay, ONCanadaNorth America2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.6Most relevant assets / services affected overall1Residential01/20/2022 02:27:05
143993Cities 20212021834047Choma Municipal CouncilZambiaAfrica6. OpportunitiesClimate Action Planning6.13How many people within your city are employed in green jobs/industries?2If you measure green jobs in your city, please also indicate if you analyze demographic variables1Green jobs/industriesQuestion not applicable01/20/2022 02:27:05
143994Cities 2021202154537Sunderland City CouncilUnited Kingdom of Great Britain and Northern IrelandEurope6. OpportunitiesFinance and Economic Opportunities6.5List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'.9Total investment cost needed12300000001/20/2022 02:27:05
143995Cities 2021202155800City of Cambridge, MAUnited States of AmericaNorth America6. OpportunitiesFinance and Economic Opportunities6.7Has your city received/secured funding for any climate projects (e.g. energy efficiency, renewable energy, low emission vehicles, waste management, flood defence etc.) from an International Financial Institution (e.g. World Bank, Asian Development Bank, etc.)?1Funding received/secured for low carbon projects or climate adaptation1Funding received/securedQuestion not applicable01/20/2022 02:27:05
143996Cities 20212021848568Metropolitan Council, Twin CitiesUnited States of AmericaNorth America2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0bPlease attach and provide details on your climate change risk and vulnerability assessment. Please provide details on the boundary of your assessment, and where this differs from your city’s boundary, please provide an explanation.8Areas/sectors covered by the risk and vulnerability assessment1Land use planning01/20/2022 02:27:05
143997Cities 2021202159532City of Hoboken, NJUnited States of AmericaNorth America6. OpportunitiesFinance and Economic Opportunities6.5List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'.2Project title1Rebuild by Design - Hudson River (RBD-HR)01/20/2022 02:27:05
143998Cities 2021202150387Prefeitura de GuarulhosBrazilLatin America2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.6Most relevant assets / services affected overall2Residential01/20/2022 02:27:05
143999Cities 2021202158668City of New Bedford, MAUnited States of AmericaNorth America3. AdaptationAdaptation Actions3.0Please describe the main actions you are taking to reduce the risk to, and vulnerability of, your city’s infrastructure, services, citizens, and businesses from climate change as identified in the Climate Hazards section.11Total cost of the project (currency)7001/20/2022 02:27:05
144000Cities 2021202150362Municipalidad de ConcepciónChileLatin America6. OpportunitiesFinance and Economic Opportunities6.5List any mitigation, adaptation, water related or resilience projects you have planned within your city for which you hope to attract financing and provide details on the estimated costs and status of the project. If your city does not have any relevant projects, please select 'No relevant projects' under 'Project Area'.8Total cost of project1149086400301/20/2022 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 Climate Risk and Vulnerability Assessment and Adaptation 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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