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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
148901Cities 2021202150396Prefeitura Municipal de SantosBrazilLatin 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.2Description17Seção IDos Objetivos e Diretrizes da Ordenação TerritorialArt. 31. São objetivos de ordenação territorial: XIV – fortalecer diretrizes e procedimentos que possibilitem a mitigação do impacto da implantação de empreendimentos polos atrativos de trânsito e transporte, quanto ao sistema de circulação e de estacionamento, harmonizando-os com o entorno, bem como para a adaptação de polos existentes, mitigando seus impactos negativos;01/20/2022 02:27:05
148902Cities 20212021834167Kochi Municipal CorporationIndiaSouth and West Asia3. 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.14Web link5https://kochimetro.org/rain-water-harvesting/01/20/2022 02:27:05
148903Cities 20212021862814South-East Region of Ireland (Kilkenny, Carlow, Wexford, and Waterford Counties)IrelandEurope1. 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.2Description28Wexford County Development Plan 2013-2019:The Wexford County Development Plan 2013-2019 sets out Wexford County Council’sintentions for the future development of land, including measures for the improvementof the natural and physical environment and the provision of infrastructure. The Planbuilds on the strategies, policies and objectives of the previous County DevelopmentPlan 2007-2013. The review process and preparation of the Plan has had regard tokey recent development trends and national, regional and local policy developments, inparticular the increased emphasises on flooding, climate change, renewable energy andthe need to support economic development.Wexford County Council intends to take a positive approach to development. Newdevelopment opportunities will not be restricted unless there are strong, persuasivejustifications for doing so having regard to European, national and regional policies. TheCouncil recognises that prudent, long term planning will help mitigate the unacceptableadverse impacts of development. The Plan seeks to reconcile the need to protectthe environment with the demand for necessary development to meet the needs andaspirations of the people of County Wexford.In summary, the Plan will provide:● A sustainable spatial development strategy to guide the location ofdevelopment● Clear guidance on the future use of land and the pattern of development overthe next six years● A framework for the future investment in physical and social infrastructure● A framework for developing the county’s economy● Management and control by indicating standards to be achieved in newdevelopments● Ways to conserve and enhance the urban and rural environment and to protectthe diversity of the natural and cultural landscape● Guidance for public and private investors in relation to land use anddevelopment● A framework for developing tourism in the county.01/20/2022 02:27:05
148904Cities 2021202131148Gemeente AmsterdamNetherlandsEurope6. 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 area1Renewable energy01/20/2022 02:27:05
148905Cities 202120211184City of Austin, TXUnited 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.7Sectors/areas adaptation action applies to7Building and Infrastructure01/20/2022 02:27:05
148906Cities 20212021834400Yasothon Town MunicipalityThailandSoutheast Asia and Oceania2. 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 overall2Waste management01/20/2022 02:27:05
148907Cities 20212021840070Somerset West and TauntonUnited Kingdom of Great Britain and Northern IrelandEurope2. Climate Hazards and VulnerabilityClimate Hazards2.3aPlease report on how climate change impacts health outcomes and health services in your city.7Please explain1The Coronavirus pandemic originated in wildlife and there is evidence that increasing human pressure on the natural environment may drive disease emergence. Combined with climate change there is likely to be an increased level of impact on health outcomes and on the capacity of the health system to cope.There are already (anecdotally) an increased number of people suffering from climate-related anxiety, and as awareness increases and local effects begin to be felt this may increase, though hopefully increasingly visible climate action may mitigate some of this. Increased summer temperatures and risk of heatwaves has the potential to cause greater public health risks as our buildings and urban areas are not designed to cope with these. It also poses a risk to food security and increases potential for pest species.5% of deaths in the former Taunton Deane Borough Council area were estimated to be caused by long-term exposure to man-made particulate air pollution (see https://www.gov.uk/government/publications/estimating-local-mortality-burdens-associated-with-particulate-air-pollution). Climate action should help address this issue.Increased flood risk carries increased risk to life and potential for water-bourne diseases as well as creating concerns about food security.01/20/2022 02:27:05
148908Cities 2021202136426Rīgas valstspilsētas pašvaldībaLatviaEurope6. 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'.3Stage of project development14Post-implementationSources of information: Riga City Council, City Development Department, https://www.rdpad.lv/projekti/Riga Energy Agency, https://rea.riga.lv/lv/projekti01/20/2022 02:27:05
148909Cities 2021202156276New Taipei City GovernmentTaiwan, Greater ChinaEast Asia3. 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
148910Cities 20212021859094Katsushika CityJapanEast 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 impacts1Question not applicable01/20/2022 02:27:05
148911Cities 2021202150382Municipio de MéridaMexicoLatin 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 overall1Land use planning01/20/2022 02:27:05
148912Cities 2021202131154Bogotá Distrito CapitalColombiaLatin 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.9Finance status4Feasibility finalized, and finance partially secured01/20/2022 02:27:05
148913Cities 2021202153860City of Wilmington, NCUnited 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
148914Cities 2021202135898Greater ManchesterUnited Kingdom of Great Britain and Northern IrelandEurope6. OpportunitiesCollaboration6.2aPlease provide some key examples of how your city collaborates with business and/or industries in the table below.1Collaboration area5Industry01/20/2022 02:27:05
148915Cities 2021202135865Municipality of FortalezaBrazilLatin 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'.3Stage of project development3Implementation01/20/2022 02:27:05
148916Cities 20212021859176Aka VillageJapanEast Asia6. 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.3Further information1ResponseQuestion not applicable01/20/2022 02:27:05
148917Cities 2021202155415City of Columbia, SCUnited 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.2Did this hazard significantly impact your city before 2021?3Yes01/20/2022 02:27:05
148918Cities 2021202154613Alcaldia de ValdiviaChileLatin 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 assessment1Public health01/20/2022 02:27:05
148919Cities 2021202154116City of Dubuque, IAUnited States of AmericaNorth America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.1Adaptation goal2Increase the resilience of the natural and built environment to more intense rain events and associated flooding.01/20/2022 02:27:05
148920Cities 20212021826446City of BradfordUnited 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.12Please describe the impacts experienced so far, and how you expect the hazard to impact in the future7Covid-19 Pandemic -WY emergency confirmed in March 2020. Health, public health, community impacts. Fundamental impacts on public services, public finances, commercial activity and under / un employment, impact on regeneration and renewal and climate emergency response.01/20/2022 02:27:05
148921Cities 20212021831152Municipio de San Pedro de UrabáColombiaLatin 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 completeSan Pedro de Urabá es un municipio de Colombia, localizado en la subregión de Urabá al noroccidente del Departamento de Antioquia. Limita al norte con el municipio de Arboletes, al sur con el municipio de Tierralta (Córdoba), al occidente con el municipio de Turbo y al oriente con el municipio de Valencia (Córdoba). Su cabecera dista 425 kilómetros de la ciudad de Medellín, capital del departamento de Antioquia. El municipio posee una extensión de 475 km² y una altura de 200 msnm, Temperatura media: 27º C​​Es recorrido por el río San Juan que desemboca al Atlántico, atravesándolo de sur a norte, y por sus principales afluentes. Además Aguas Claras, El Caimán, El Pirú, Quebrada del Medio, Molenillo, y Zapindonga entre otros, le dan riqueza a sus suelos.Topografía Plana, ondulada y quebrada. Hecho que favorece la producción agropecuaria, predominando la cría del ganado vacuno con permanente salida hacia los mercados de Medellín, también el cultivo del maíz, la papaya, el plátano y el arroz.Población: 32.513 habitantes.Clima Tropical: húmedoEconomía: la agricultura, ganadería y la explotación maderera01/20/2022 02:27:05
148922Cities 2021202151079Guatemala CityGuatemalaLatin America3. AdaptationAdaptation Actions3.1Describe how your city identified and prioritized adaptation actions to implement.1Method1Identifying and prioritizing adaptation actionsQuestion not applicable01/20/2022 02:27:05
148923Cities 2021202145219Município de AparecidaBrazilLatin 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.5Explanation of boundary choice where the assessment boundary differs from the city boundary0Question not applicable01/20/2022 02:27:05
148924Cities 20212021859175Soeda TownJapanEast 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.13Description of the stakeholder engagement processes0Question not applicable01/20/2022 02:27:05
148925Cities 202120211499Ajuntament de BarcelonaSpainEurope3. 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.4Status of action10Implementation01/20/2022 02:27:05
148926Cities 2021202114344City of Park City, UTUnited States of AmericaNorth America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.5Does this goal align with a requirement from a higher level of government?1Yes, and it exceeds its scale or requirementsOn July 11, 2019, the Water Department updated City Council on progress towards this goalhttps://legistarweb-production.s3.amazonaws.com/uploads/attachment/pdf/391594/Staff_Communications_Report_Water_Conservation_Update_Final.pdf01/20/2022 02:27:05
148927Cities 2021202154510Umeå kommunSwedenEurope2. 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 city1Significantly challenges01/20/2022 02:27:05
148928Cities 2021202154125City of Boise, IDUnited States of AmericaNorth 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.5Year of adoption of adaptation plan by local government1202101/20/2022 02:27:05
148929Cities 20212021834278Municipality of ResistenciaArgentinaLatin 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 hazards5Flood and sea level rise > Permanent inundation01/20/2022 02:27:05
148930Cities 2021202131056Edinburgh City CouncilUnited 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.7Please identify which vulnerable populations are affected2Low-income householdsThis data came from as stated above completion of a Local Climate Impact Profile (LCLIP), the risk assessment and evidence base done for the Resilient Edinburgh Framework, risks identified by Council departments reported through the CCPBD reports, Edinburgh Adapts Steering Group members, other stakeholders in the city and through the Edinburgh Adapts Action Plan. That is why it states risk assessment in progress because some work has already been done in this area but does not constitute a formal risk assessment.01/20/2022 02:27:05
148931Cities 2021202154498Ayuntamiento de MurciaSpainEurope2. 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.4Boundary of assessment relative to city boundary (reported in 0.1)1Larger – covers the whole city and adjoining areas01/20/2022 02:27:05
148932Cities 2021202149335Metropolitan Government of Nashville and Davidson County, TNUnited 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 assessment2Information & Communications Technology01/20/2022 02:27:05
148933Cities 2021202160053Indore Municipal CorporationIndiaSouth and West 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.10Future expected magnitude of hazard4Medium01/20/2022 02:27:05
148934Cities 2021202160546Nanjing Municipal People's GovernmentChinaEast Asia1. Governance and Data ManagementGovernance1.3Please list the key development challenges, barriers and opportunities within the GCC Program.1Type0Question not applicable01/20/2022 02:27:05
148935Cities 2021202160009Bacolod CityPhilippinesSoutheast Asia and Oceania3. 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.11Describe the synergies, trade-offs, and co-benefits of this interaction101/20/2022 02:27:05
148936Cities 2021202150673Município de FaroPortugalEurope6. 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.1Which of the impacts has your cities measured1ResponseQuestion not applicable01/20/2022 02:27:05
148937Cities 2021202154386Tainan City GovernmentTaiwan, Greater ChinaEast Asia1. Governance and Data ManagementGovernance1.4Please list the stakeholder engagement activities for each relevant stakeholder group.5Please attach stakeholder engagement and communication plan001/20/2022 02:27:05
148938Cities 2021202157509Prefeitura de NiteróiBrazilLatin America2. Climate Hazards and VulnerabilityClimate Hazards2.3aPlease report on how climate change impacts health outcomes and health services in your city.7Please explain1Por Niterói ser uma cidade costeira, os impactos das mudanças climáticas no sistema de saúde municipal podem ser significativos. A elevação do nível do mar e constantes alagamentos na cidade provocados pelo aumento no número de tempestades podem causar avarias nas estruturas físicas dos hospitais e clínicas. Além disso, o aumento na demanda da população por serviços públicos de saúde por conta do aumento de doenças transmissíveis causadas por alagamentos e proliferação de mosquitos, e por frustações na renda do cidadão, pelos impactos que esses eventos extremos tem no emprego no comércio, o que dificulta o acesso a serviços privados.01/20/2022 02:27:05
148939Cities 2021202135878City of Sacramento, CAUnited 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.10Future expected magnitude of hazard401/20/2022 02:27:05
148940Cities 2021202135912Surat Municipal CorporationIndiaSouth and West Asia3. 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.2Action47Resilience and resistance measures for buildings01/20/2022 02:27:05
148941Cities 2021202154478Gemeente NijmegenNetherlandsEurope6. 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.1Opportunity1Increased energy security01/20/2022 02:27:05
148942Cities 2021202150384Prefeitura de FlorianópolisBrazilLatin 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 financing2Project not funded and seeking full funding01/20/2022 02:27:05
148943Cities 20212021834313Municipality of TópagaColombiaLatin America0. Introduction0.1Please give a general description and introduction to your city including your city’s reporting boundary in the table below.1Administrative boundary1Please completeCity / Municipality01/20/2022 02:27:05
148944Cities 20212021862768Vallentuna kommunSwedenEurope6. 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 opportunity2Vallentuna municipality has identified national funding available for mitigation actions and other environmental projects. So far, the municipality has focused on funding for water management and nature conservation projects as the major national funding "Klimatklivet" for local climate investments is only available for implementation of actions and not for pilot or feasability studies etc.01/20/2022 02:27:05
148945Cities 2021202154488Trondheim kommuneNorwayEurope3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.4Description of metric / indicator used to track goal3Capacity calculations, model runs, floods and setbacks related to extreme weather. Results from completed condition checks / risk assessments as well as restructuring. Achievement by benchmarking (Norsk Vann)01/20/2022 02:27:05
148946Cities 20212021826182Ayuntamiento de TonaláMexicoLatin 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.4Boundary of assessment relative to city boundary (reported in 0.1)1Larger – covers the whole city and adjoining areas01/20/2022 02:27:05
148947Cities 2021202158668City of New Bedford, MAUnited States of AmericaNorth America1. Governance and Data ManagementGovernance1.2Please list the local government departments involved in the GCC program and its role.4Attach awareness raising and capacity building plan for the municipal staff0Question not applicable01/20/2022 02:27:05
148948Cities 2021202135879City of Minneapolis, MNUnited 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 overall1Increased risk to already vulnerable populations01/20/2022 02:27:05
148949Cities 2021202118078Swale Borough CouncilUnited Kingdom of Great Britain and Northern IrelandEurope3. AdaptationAdaptation Actions3.1Describe how your city identified and prioritized adaptation actions to implement.2Comment1Identifying and prioritizing adaptation actionsQuestion not applicable01/20/2022 02:27:05
148950Cities 2021202154034City of Grand Rapids, MIUnited 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.10Majority funding source3Local01/20/2022 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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