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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
148351Cities 2021202135274City of Portland, MEUnited 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 affected8Children & youth01/20/2022 02:27:05
148352Cities 2021202154102City of Albany, NYUnited States of AmericaNorth America3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.3Target year of goal001/20/2022 02:27:05
148353Cities 20212021845299San Sebastián de MariquitaColombiaLatin 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.8Future change in frequency2Decreasing01/20/2022 02:27:05
148354Cities 2021202155372Prefeitura Municipal de CanoasBrazilLatin 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 title501/20/2022 02:27:05
148355Cities 2021202135848Municipality of Belo HorizonteBrazilLatin 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 partial funding01/20/2022 02:27:05
148356Cities 20212021859137The City of SuzukaJapanEast Asia6. OpportunitiesFinance and Economic Opportunities6.9Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?1Response2Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?Question not applicable01/20/2022 02:27:05
148357Cities 2021202154361Petaling Jaya City CouncilMalaysiaSoutheast 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.14Update/revision process in place for the Adaptation Plan1Question not applicable01/20/2022 02:27:05
148358Cities 2021202150555City of Hamilton, 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.1Climate hazards16Extreme Precipitation > Rain storm01/20/2022 02:27:05
148359Cities 2021202160044Bhopal Municipal CorporationIndiaSouth and West Asia3. 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 to1Other, please specify01/20/2022 02:27:05
148360Cities 2021202154492Bergen kommuneNorwayEurope6. 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
148361Cities 2021202143937Wellington City CouncilNew ZealandSoutheast Asia and Oceania1. 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
148362Cities 2021202154335Government of the City of YogyakartaIndonesiaSoutheast Asia and Oceania1. Governance and Data ManagementGovernance1.4Please list the stakeholder engagement activities for each relevant stakeholder group.4Aim of the engagement activities0Question not applicable01/20/2022 02:27:05
148363Cities 20212021834374Tagum CityPhilippinesSoutheast Asia and Oceania3. AdaptationAdaptation Goals3.3Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.1Adaptation goal15Increased community awareness of the 70% total population on Climate Change, its risks and impacts01/20/2022 02:27:05
148364Cities 20212021859254Uppvidinge kommunSwedenEurope1. 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.1Sustainability goals and targets4Renewable energy targets01/20/2022 02:27:05
148365Cities 2021202173635MetepecMexicoLatin 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 origen de la palabra Metepec, viene del náhuatl Metepétl, que significa “En el cerro de los magueyes”. Tiene un clima templado en primavera; templado húmedo con lluvias en verano; semi frío con ligeras lluvias en otoño y frío en invierno. La temporada de heladas de invierno en ocasiones se prolonga hasta los meses de marzo y abril. La temperatura media fluctúa entre los 14ºC, la máxima entre los 28ºC y la mínima entre los 3ºC.Cuenta con una extensión territorial de 6,969.59 hectáreas, equivalente al 0.30 por ciento del territorio estatal. Coordenadas Geográficas: 19°15’14” al norte y 19°12’53’’ al sur de latitud; al este 99°30’45” y al oeste 99°36’17” de longitud, con una altitud que va de los 2 mil 500 a los 2 mil 8004 metros sobre el nivel del mar (m.s.n.m.).El Municipio de Metepec establece en su Bando Municipal 2019, que para su organización territorial, política y administrativa está integrado por: 1 Cabecera Municipal, denominada: “Ciudad Típica de Metepec”, con seis Barrios; 11 Pueblos; 4 Colonias Agrícolas; 13 Colonias Urbanas; 27 Fraccionamientos; 364 Condominios; 8 Conjuntos Urbanos; y 8 Unidades Habitacionales.Para el cumplimiento de sus funciones sociales, políticas y administrativas, el Ayuntamiento ha dividido al territorio del municipio de Metepec en 52 delegaciones Geomorfología De acuerdo al atlas de riesgo de Metepec, publicado en la página del IPOMEX, la geomorfología del municipio se caracteriza por ser una llanura de pocas topoformas de consideración. El Cerro de los magueyes está ubicado en la cabecera municipal con una altura de 2,690 metros sobre el nivel del mar, con pendientes mayores a 4.4 % variando su altura de 75 a 90 metros además de manifestar susceptibilidad a desprendimientos rocosos y deslaves. En las localidades de Santa Ma. Magdalena Ocotitlan y San Bartolomé Tlaltelulco al suroeste del municipio se localiza una zona de lomeríos que sobrepasan el 5% de pendiente.Geología El tipo de roca volcánica que se encuentra en el municipio es de tipo aluvial, lo que facilita la recarga de los mantos freáticos. La estructura y formación de suelos del municipio corresponde a cuatro tipos: aluvial (Al) 83.30%, lacustre (La) 12.60%, volcanoclástica (Vc) 2.61% y brecha volcánica básica 1.49%.Edafología La edafología del Municipio de Metepec se compone de tres tipos de suelo: feozem (0.0005km²), litosol (0.000001km²) e histosol (0.00002km²). Sus características se consideran propicias para desarrollar actividades urbanas o rurales, ya que son ricos en nutrientes y materia orgánica, además de ser suelos propicios para ciertos tipos de vegetación. Según el Instituto Nacional de Investigaciones Forestales y Agropecuarias (INIFAP) y la Comisión Nacional para el Conocimiento y Uso de la Biodiversidad (CONABIO), las características edafológicas del municipio son: Gruesa, menos de 18% de arcilla y más de 65% de arena; Media, menos de 35% de arcilla y menos de 65% de arena, y Fina, más de 35% de arcilla. Hidrología No existen corrientes superficiales de importancia, pues las que hay son arroyos utilizados como drenes naturales. Sin embargo, hay corrientes subterráneas con importantes veneros, mantos acuíferos y freáticos que se utilizan para la extracción de agua y su posterior potabilización y distribución.FloraLa vegetación que predomina es la llamada acuática ropería o de ribera, constituida por árboles, hierbas y arbustos, localizados en zonas templadas como el resto del río Lerma. Existen algunas variedades de árboles como pino (Pinus montezumae), sauce llorón (Salix babilónica), cedro (Cupressus lindly), trueno, fresno. De los árboles frutales que se cultivan en casas particularmente y otros que crecen en forma silvestre se pueden mencionar al tejocote, chabacano, capulín, manzana, durazno, ciruelo, higo, mora, membrillo y nogal.En el año 2000, el Municipio de Metepec contaba con una población total de 194,463 habitantes, así en 2015 un total de 227,827 habitantes.metepec.jpg01/20/2022 02:27:05
148366Cities 2021202154253Wollongong City CouncilAustraliaSoutheast Asia and Oceania6. OpportunitiesClimate Action Planning6.13How many people within your city are employed in green jobs/industries?1Number of people in your city employed in green jobs and/or industries1Green jobs/industriesQuestion not applicable01/20/2022 02:27:05
148367Cities 2021202154109City of Bloomington, INUnited 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 future4According to the Purdue University Indiana Climate Change Impacts Assessment, since 1895, Indiana’s statewide annual average temperature has risen by 1.2°F, or about 0.1°F per decade. While Indiana’s temperature has been rising over the last century, much of that increase has occurred since the 1960s and has already led to much earlier springs than the state experienced a century ago. The warming trend has sped up in recent decades. Since 1960, the average annual temperature has risen 0.4°F per decade, with warming trends identified in all four seasons. This recent temperature increase has been greatest in winter, at 0.7°F per decade.Under the medium- and high-emission scenarios, relative to the recent past , Indiana’s annual average temperature is projected to increase by about 3°F by the 2020s. By the mid-century, temperatures rise about 5°F under the medium scenario and about 6°F under the high scenario. By late century, the state’s average annual temperature reaches about 6°F and 10°F above the historical average7, respectively, under those scenarios. This increase is projected to be similar in all seasons, although some models suggest the warming will be greatest in summer and fall by late century.https://ag.purdue.edu/indianaclimate/indiana-climate-report#temperatures01/20/2022 02:27:05
148368Cities 20212021834232Municipality of CaldasColombiaLatin 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.1Sustainability goals and targets8Other, please specify: Educación Ambiental01/20/2022 02:27:05
148369Cities 2021202173637Steve TshweteSouth AfricaAfrica1. Governance and Data ManagementGovernance1.3Please list the key development challenges, barriers and opportunities within the GCC Program.2Please describe the selected development, challenge, barrier or opportunity31.Infrastructure planning and maintenance by municipality and province not aligned sufficiently01/20/2022 02:27:05
148370Cities 2021202135449Stadt ZürichSwitzerlandEurope2. 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 impacts1Elderly01/20/2022 02:27:05
148371Cities 20212021840948City of PakseLao People's Democratic RepublicSoutheast 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.4Current magnitude of hazard3Medium High01/20/2022 02:27:05
148372Cities 20212021859178Ureshino CityJapanEast 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
148373Cities 20212021834161Kinmen County GovernmentTaiwan, Greater ChinaEast Asia2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0aPlease select the primary process or methodology used to undertake the risk and vulnerability assessment of your city.2Description1Risk assessment methodologyQuestion not applicable01/20/2022 02:27:05
148374Cities 2021202144081Lusaka City CouncilZambiaAfrica1. 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.1Sustainability goals and targets9Emissions reduction targets01/20/2022 02:27:05
148375Cities 2021202154613Alcaldia de ValdiviaChileLatin 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
148376Cities 20212021840208Botkyrka kommunSwedenEurope3. 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)101/20/2022 02:27:05
148377Cities 20212021834143Hokuto CityJapanEast Asia1. 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 synergies1Response01/20/2022 02:27:05
148378Cities 2021202120113City of Vancouver, BCCanadaNorth 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 city10Moderately supports01/20/2022 02:27:05
148379Cities 2021202131176Prefeitura do Rio de JaneiroBrazilLatin 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 overall9Education01/20/2022 02:27:05
148380Cities 2021202154389Taichung City GovernmentTaiwan, Greater ChinaEast Asia3. 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
148381Cities 20212021848249CorralesColombiaLatin 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 affected1Low-income households01/20/2022 02:27:05
148382Cities 2021202154652Prefeitura de OsascoBrazilLatin 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.2Action11Community engagement/education01/20/2022 02:27:05
148383Cities 2021202160185Vantaan kaupunkiFinlandEurope3. 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.4Climate hazards factored into plan that addresses climate change adaptation1Biological hazards > Vector-borne disease01/20/2022 02:27:05
148384Cities 2021202154114City of Asheville, NCUnited 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.3Current probability of hazard2Medium High01/20/2022 02:27:05
148385Cities 20212021863202Trenggalek RegencyIndonesiaSoutheast Asia and Oceania2. Climate Hazards and VulnerabilityClimate Risk and Vulnerability Assessment2.0aPlease select the primary process or methodology used to undertake the risk and vulnerability assessment of your city.1Primary methodology1Risk assessment methodologyState or region vulnerability and risk assessment methodology01/20/2022 02:27:05
148386Cities 2021202131151Stadt BaselSwitzerlandEurope6. OpportunitiesFinance and Economic Opportunities6.9Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?1Response2Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?Question not applicable01/20/2022 02:27:05
148387Cities 2021202131175Ville de ParisFranceEurope3. 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.2Action40Other, please specify: Studies and Research Convention on migrations01/20/2022 02:27:05
148388Cities 2021202160381Alcaldía Distrital de Santa MartaColombiaLatin 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.2Description4Diseñar una Guía Distrital para la implementación del Modelo de Economía CircularPromover 16 Acciones de sensibilización y cultura de reciclaje en el DistritoImpulsar un programa de reciclaje y separación en la fuente.Actualizar el Plan de Gestión Integral de Residuos Sólidos – PGIRSPoner en funcionamiento una Estaciones de clasificación y aprovechamiento de residuos sólidosDesarrollar los estudios del nuevo sitio de manejo de residuos sólidos mediante disposición final u otra técnicaImpulsar a 50 productores para que adopten técnicas de aprovechamiento de los residuos.01/20/2022 02:27:05
148389Cities 2021202135993Singapore GovernmentSingaporeSoutheast 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.10Future expected magnitude of hazard4Medium01/20/2022 02:27:05
148390Cities 20212021859177Takeo CityJapanEast Asia6. OpportunitiesCollaboration6.2aPlease provide some key examples of how your city collaborates with business and/or industries in the table below.1Collaboration area9Question not applicable01/20/2022 02:27:05
148391Cities 2021202131172Mexico CityMexicoLatin 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 addresses6Extreme hot temperature > Heat waveLa ciudad está trabajando ahora en la creación de un sistema de MRV. Los criterios e indicadores adecuados para las acciones que conforman esta estrategia, desarrollados por los sectores público y privado, la sociedad civil y la comunidad científica, deben integrarse en el sistema.Por lo anterior, no hay un indicador o criterio evaluado al momento.01/20/2022 02:27:05
148392Cities 20212021834339Odawara CityJapanEast Asia3. AdaptationAdaptation Planning Process3.5Please explain how your city has addressed vulnerable groups through transformative action.00Question not applicable01/20/2022 02:27:05
148393Cities 20212021862956Inashiki CityJapanEast Asia1. Governance and Data ManagementGovernance1.3Please list the key development challenges, barriers and opportunities within the GCC Program.2Please describe the selected development, challenge, barrier or opportunity0Question not applicable01/20/2022 02:27:05
148394Cities 2021202146473Ayuntamiento de ZaragozaSpainEurope0. IntroductionCity Details0.5Please provide details of your city’s current population. Report the population in the year of your reported inventory, if possible.1Current population1Please complete68187701/20/2022 02:27:05
148395Cities 2021202135883City of San José, CAUnited 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)12001/20/2022 02:27:05
148396Cities 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.2Action74Incorporating climate change into long-term planning documents01/20/2022 02:27:05
148397Cities 20212021848138Prefeitura de Conde (Paraíba)BrazilLatin America6. OpportunitiesFinance and Economic Opportunities6.9Has your city taken steps to decarbonize the investments held by the city retirement funds and/or municipal investments, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?1Response2Investments held by the city retirement funds, e.g. by making a commitment to divest from fossil fuels and/or increase sustainable investments?Question not applicable01/20/2022 02:27:05
148398Cities 20212021848128OcúPanamaLatin 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 implementation4Awareness raising program or campaign01/20/2022 02:27:05
148399Cities 20212021839665Ayuntamiento de CelayaMexicoLatin 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 assessment1Consultant01/20/2022 02:27:05
148400Cities 2021202159657City of Beaverton, ORUnited 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.6Boundary of plan relative to city boundary (reported in 0.1)1Same - covers entire city and nothing else01/20/2022 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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