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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
127551Cities 20212021848124GoicoecheaCosta 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.10Majority funding source1Local01/20/2022 02:27:05
127552Cities 20212021859081City of SakuragawaJapanEast 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.12Please describe the impacts experienced so far, and how you expect the hazard to impact in the future001/20/2022 02:27:05
127553Cities 2021202150357Ciudad de MendozaArgentinaLatin America2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0cPlease explain why your city does not have a climate risk and vulnerability assessment.1Reason1Please explainQuestion not applicable01/20/2022 02:27:05
127554Cities 2021202160104Cambridge City CouncilUnited Kingdom of Great Britain and Northern IrelandEurope6. OpportunitiesFinance and Economic Opportunities6.11Does your city have its own credit rating?2Rating agency1InternationalQuestion not applicable01/20/2022 02:27:05
127555Cities 20212021834261Municipality of IrapuatoMexicoLatin 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 overall2Transport01/20/2022 02:27:05
127556Cities 2021202131172Mexico CityMexicoLatin 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.11When do you first expect to experience those changes in frequency and intensity?3Immediately01/20/2022 02:27:05
127557Cities 2021202131173Comune di MilanoItalyEurope2. 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.7Please identify which vulnerable populations are affected1201/20/2022 02:27:05
127558Cities 20212021859084Kawaba VillageJapanEast Asia2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0Has a climate change risk and vulnerability assessment been undertaken for your city?0001/20/2022 02:27:05
127559Cities 2021202135886Comune di TorinoItalyEurope3. 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 link1http://www.comune.torino.it/ambiente/bm~doc/idap_28maggio2018-c1b1207-c.pdf01/20/2022 02:27:05
127560Cities 20212021850301Bellingen ShireAustraliaSoutheast Asia and Oceania3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.3Target year of goal101/20/2022 02:27:05
127561Cities 2021202173758Mataram CityIndonesiaSoutheast Asia and Oceania0. IntroductionCity Details0.3Please provide information about your city’s Mayor or equivalent legal representative authority in the table below.3Current term end year1Please complete202401/20/2022 02:27:05
127562Cities 20212021826237Alcaldia de MadridColombiaLatin America6. OpportunitiesCollaboration6.3Describe how your local/regional government collaborates and coordinates horizontally on climate action.1Entity with which your local/regional government collaborates and coordinates horizontally on climate action1Horizontal collaboration and coordinationQuestion not applicable01/20/2022 02:27:05
127563Cities 2021202142123City of GoiâniaBrazilLatin 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'.1Project area1Other, please specify: Partnership between public power and private initiative for the preservation of the environment aiming to promote the adoption of parks (green areas) by companies.01/20/2022 02:27:05
127564Cities 2021202131169Government of Hong Kong Special Administrative RegionChina, Hong Kong Special Administrative RegionEast 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.14Update/revision process in place for the Adaptation Plan1Question not applicable01/20/2022 02:27:05
127565Cities 20212021840943Prefeitura de Boa VenturaBrazilLatin America6. OpportunitiesClimate Action Planning6.13How many people within your city are employed in green jobs/industries?3If you analyse demographic variables, please indicate which variables from the list below1Green jobs/industriesQuestion not applicable01/20/2022 02:27:05
127566Cities 2021202149345City of Birmingham, ALUnited States of AmericaNorth 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.7Please identify which vulnerable populations are affected1Persons living in sub-standard housing01/20/2022 02:27:05
127567Cities 2021202135853City of Baltimore, MDUnited States of AmericaNorth 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.5Social impact of hazard overall4Increased incidence and prevalence of disease and illness01/20/2022 02:27:05
127568Cities 2021202151079Guatemala CityGuatemalaLatin 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'.4Status of financing101/20/2022 02:27:05
127569Cities 2021202154611Alcaldia de ManizalesColombiaLatin 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 title2Promover soluciones eficientes con el entorno ecológico que promuevan la calidad del hábitat urbana y a su vez apoyen la gestión del cambio climático en el municipio de Manizales.01/20/2022 02:27:05
127570Cities 2021202154663Prefeitura do Jaboatão dos GuararapesBrazilLatin America1. Governance and Data ManagementGovernance1.5Please describe to what extent the planning process is transparent and open.3The climate adaptation/mitigation plan makes the different commitments for reporting (including in public meetings) on progress towards implementing the plan explicit1Planning processNo01/20/2022 02:27:05
127571Cities 2021202174560City of Moab, UTUnited States of AmericaNorth 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 overall2Tourism01/20/2022 02:27:05
127572Cities 2021202131166Jakarta City GovernmentIndonesiaSoutheast Asia and Oceania6. 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 area1Waste management01/20/2022 02:27:05
127573Cities 2021202169834Municipalidad de General Alvear (Mendoza)ArgentinaLatin 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'.6Identified financing model description201/20/2022 02:27:05
127574Cities 2021202154345City Government of DavaoPhilippinesSoutheast Asia and Oceania3. 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 hazards3Flood and sea level rise > Flash / surface flood01/20/2022 02:27:05
127575Cities 2021202136494Comune di PadovaItalyEurope6. 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 area2Energy efficiency / retrofit01/20/2022 02:27:05
127576Cities 2021202154119City of Palo Alto, CAUnited States of AmericaNorth America6. OpportunitiesCollaboration6.2aPlease provide some key examples of how your city collaborates with business and/or industries in the table below.1Collaboration area6Energy01/20/2022 02:27:05
127577Cities 20212021848145Ciudad MaderoMexicoLatin America1. Governance and Data ManagementGovernance1.0Please detail sustainability goals and targets (e.g. GHG reductions) that are incorporated into your city’s master plan and describe how these are addressed in the table below.2Description6Promover la reforestación del municipio. Promover y fortalecer áreas verdes arboladas y bosques urbanos con plantas nativas de la región.Implementar un programa de educación ambiental con énfasis especial en contaminación atmosférica y calidad de aire.01/20/2022 02:27:05
127578Cities 2021202164014City of Cupertino, CAUnited States of AmericaNorth 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.2Indicate if this factor either supports or challenges the ability to adapt1Supports01/20/2022 02:27:05
127579Cities 2021202155415City of Columbia, SCUnited States of AmericaNorth 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.2Describe how the city is maximizing this opportunity4The City's Food Policy Committee is investigating ways to increase access to fresh food in food desert areas, including a fresh food bus and food co-op.01/20/2022 02:27:05
127580Cities 2021202143910City of Columbus, OHUnited States of AmericaNorth 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.4Please describe how the factor supports or challenges the adaptive capacity of your city23In 2016, Columbus won a $40 million Smart City Challenge grant from the US Department of Transportation (USDOT). Another $10 million was granted by Vulcan Inc. to create smart energy solutions for the city. As defined by the International Data Corporation (IDC), smart city development is “the use of smart initiatives combined to leverage technology investments across an entire city, with common platforms increasing efficiency, data being shared across systems, and IT investments tied to smart missions.” While this program is very new, the established Smart Columbus Operating System (SCOS) is at its core. SCOS is an online, open-source data platform that contains various city data, including traffic conditions, electrical grid status, and transit user ship. The data collected and stored here will soon manage and connect the Smart applications, vehicles, and other infrastructure outlined in the Smart Columbus Final Program Management Plan. The City of Columbus’s expectations for this data and the program as a whole are to: Improve Safety, Enhance Mobility, Enhance access to Opportunities & Services, and Reduce Environmental Impact. The ability to collect city data and analyze the changing needs of residents and businesses in real-time, will support Columbus’s climate change resilience and adaptive capacity. https://www.smartcolumbusos.com/https://smart.columbus.gov/uploadedFiles/SCC-A-PMP-Final-Program%20Management%20Plan_1-30-18.pdf01/20/2022 02:27:05
127581Cities 2021202154687Prefeitura Municipal de São José dos CamposBrazilLatin 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 progress1O Programa de Pagamento por Serviços Ambientais (PSA), instituído pela lei municipal 8073/12 e regulamentado pelo decreto 16086/2014, é uma iniciativa da Prefeitura de São José dos Campos voltada à conservação dos serviços ecossistêmicos, sobretudo, à conservação dos mananciais de abastecimento do município. O programa deve viabilizar o apoio técnico e a bonificação de proprietários que destinam áreas de suas propriedades rurais à manutenção de serviços ecossistêmicos.O PSA é uma ferramenta de incentivo econômico, utilizada em políticas públicas ambientais, que cria um mecanismo de valorização para os benefícios gerados pelos ecossistemas e pela biodiversidade, como proteção do solo, produção de água, estocagem de carbono, regulação climática, purificação do ar, controle natural de pragas, entre outros.A microbacia do Ribeirão das Couves, de 780 hectares, é a bacia de abastecimento público do Distrito de São Francisco Xavier, prioritária por sua posição estratégica, fica a montante da rede de drenagem, na cabeceira da Bacia do Rio do Peixe a qual fornece água para o Reservatório Jaguari, um dos principais reservatórios da Bacia do Rio Paraíba do Sul. A soma das áreas totais das propriedades que aderiram ao projeto é de, aproximadamente, 65% da microbacia.As ações implementadas incluem a conservação de áreas com vegetação nativa, a restauração de Áreas de Preservação Permanente e daquelas prioritárias para conservação dos recursos hídricos, adequação de estradas rurais, a conservação de solo em áreas produtivas, tais como lavouras e pastagens, além de apoio técnico relacionado à adoção de modelos produtivos mais sustentáveis. Essas ações visam, sobretudo, favorecer a infiltração de água e a consequente recarga do lençol freático, evitando também que a água de chuva promova escoamento superficial, maior causador de erosão e assoreamento de corpos d’água em ambientes rurais.O projeto piloto de PSA municipal conta com recursos do convênio firmado com a Agevap/Ceivap (Agência e Comitê de Integração da Bacia Hidrográfica do Rio Paraíba do Sul) e dá ênfase à modalidade Conservação de Recursos Hídricos, implantado na microbacia do ribeirão das Couves, responsável pelo abastecimento de água do Distrito de São Francisco Xavier. Obteve recursos a partir do Edital PSA Hídrico da AGEVAP 01/2014 com repasse acordado de R$856.827,70 e contrapartida de R$290.839,45 do Fundo Municipal de Serviços Ecossistêmicos (recursos oriundos de compensação ambiental por emissão de autorização para supressão de árvores isoladas no Município).A seleção das propriedades rurais aconteceu em 2015, por meio de chamada pública, e os contratos com os proprietários foram assinados em 2016. Foram pagas bonificações semestrais, de até 200 reais por hectare/ano. O projeto está promovendo a restauração florestal em 33,22 hectares e a conservação de 140,91 hectares de vegetação nativa existentes na microbacia Ribeirão das Couves. A implantação das 53,5 mil mudas, visando à restauração florestal de antigas pastagens degradadas nas propriedades participantes, teve início em novembro de 2017, sendo que as ações de manutenção de 12 polígonos, em três propriedades rurais, que abrangem mais da metade da área da microbacia, devem ser finalizadas em dezembro de 2021, com a formação de florestas autossustentáveis.Como uma das ações finais do projeto de piloto de PSA, em fevereiro de 2021, por meio do Contrato nº CONTRATO Nº 71/2021, a Prefeitura de São José dos Campos contratou a empresa Ecovale Consultoria Agroambiental para executar ações de conservação das áreas (tratos culturais), em processo de restauração florestal, pelo intervalo de 10 meses01/20/2022 02:27:05
127582Cities 2021202150713Chuncheon CityRepublic of KoreaEast 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.9Future change in intensity18Decreasing01/20/2022 02:27:05
127583Cities 20212021862705Comodoro RivadaviaArgentinaLatin 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.2Indicate if this factor either supports or challenges the ability to adapt5Challenges01/20/2022 02:27:05
127584Cities 20212021859081City of SakuragawaJapanEast Asia1. 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.00Question not applicable01/20/2022 02:27:05
127585Cities 20212021826429Município de Figueira da FozPortugalEurope1. 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 increase access to urban green spaces01/20/2022 02:27:05
127586Cities 2021202131154Bogotá Distrito CapitalColombiaLatin America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.3Target year of goal54202401/20/2022 02:27:05
127587Cities 2021202154125City of Boise, IDUnited 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.1Climate hazards3Extreme hot temperature > Extreme hot days01/20/2022 02:27:05
127588Cities 2021202136494Comune di PadovaItalyEurope3. 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.7Sectors/areas adaptation action applies to5Public Health and Safety01/20/2022 02:27:05
127589Cities 2021202150374Alcaldia Distrital de Cartagena de IndiasColombiaLatin America6. OpportunitiesFinance and Economic Opportunities6.11Does your city have its own credit rating?4If you do not have a credit rating, please provide more details on why and what steps you are taking to get one1InternationalQuestion not applicable01/20/2022 02:27:05
127590Cities 2021202154345City Government of DavaoPhilippinesSoutheast Asia and Oceania2. 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.1Factors that affect ability to adapt11Access to education01/20/2022 02:27:05
127591Cities 20212021826429Município de Figueira da FozPortugalEurope6. 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 opportunity5Aposta nos desportos náuticos.01/20/2022 02:27:05
127592Cities 20212021841050Ayuntamiento San Nicolás de los GarzaMexicoLatin 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.8Stage of implementation0Question not applicable01/20/2022 02:27:05
127593Cities 2021202150578City of Windsor, ONCanadaNorth America1. Governance and Data ManagementGovernance1.6Please provide information on the overall impact of COVID-19 on climate action in your city.1Impact of COVID-19 on climate action in your city1ResponseNo change on emphasis on climate action01/20/2022 02:27:05
127594Cities 20212021848917KnysnaSouth AfricaAfrica0. IntroductionCity Details0.3Please provide information about your city’s Mayor or equivalent legal representative authority in the table below.2Leader name1Please completeElrick van Aswegen01/20/2022 02:27:05
127595Cities 20212021859142Fukuchiyama 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
127596Cities 2021202154088City of Peterborough, 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.11Total cost of the project (currency)4500001/20/2022 02:27:05
127597Cities 2021202162855Egedal KommuneDenmarkEurope6. 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 project101/20/2022 02:27:05
127598Cities 2021202150550City of Buffalo, NYUnited States of AmericaNorth 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.12Please describe the impacts experienced so far, and how you expect the hazard to impact in the future3Average annual temperature is projected to increase 3 to 5.5 degrees-Fahrenheit by mid-century (i.e. 2050). Temperature increase relates to a projected increase in the number of days over 90 degrees-Fahrenheit, which heavily impact those individuals of the City living with chronic health issues or in older housing stock. The natural environment and agricultural industry are susceptible to major shocks in the system induced by high heat days, especially when coupled with longer dry periods and short, intense rain storms.01/20/2022 02:27:05
127599Cities 20212021840529Ayuntamiento de Victoria (Tamaulipas)MexicoLatin 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 supports01/20/2022 02:27:05
127600Cities 2021202135449Stadt ZürichSwitzerlandEurope6. OpportunitiesCollaboration6.2aPlease provide some key examples of how your city collaborates with business and/or industries in the table below.3Description of collaboration3Settlement: Maintaining recreation areas (in combination with climate adaptation)Buildings: Buildings on a high certificate level (e.g. LEED standards)01/20/2022 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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