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2018 - 2019 Full Cities Dataset

Row numberQuestionnaireYear Reported to CDPAccount NumberOrganizationCountryCDP RegionParent SectionSectionQuestion NumberQuestion NameColumn NumberColumn NameRow NumberRow NameResponse AnswerCommentsFile NameLast update
153501Cities 2019201954652Prefeitura de OsascoBrazilLatin AmericaOpportunitiesOpportunities6.2List any emission reduction, 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 recycling24/06/2020 05:30:36
153502CDP Cities 2018201853254City of HobartAustraliaSoutheast Asia and OceaniaGovernance and Data ManagementGovernance1.4Does your city incorporate sustainability goals and targets (e.g. GHG reductions) into the master planning for the city?00Yes24/06/2020 05:28:18
153503Cities 2019201935887Ajuntament de ValenciaSpainEuropeEmissions ReductionMitigation Planning5.5aPlease attach your city’s climate change mitigation plan below. If your city has both action and energy access plans, please make sure to attach all relevant documents below.7Stage of implementation024/06/2020 05:30:36
153504Cities 20192019839980Municipalidad de AvellanedaArgentinaLatin AmericaGovernance and Data ManagementGovernance1.0aPlease detail which goals and targets are incorporated in your city’s master plan and describe how these goals are addressed in the table below.2How are these goals/targets addressed in the city master plan?4La ciudad está desarrollando un programa incentivo a la generación distribuida de energía renovable mediante el financiamiento de artefactos tales como: termotanques solares y paneles fotovoltaicos. De este modo, se pretende lograr una diversificación inicial de la matriz energética local, incorporando a escala domiciliaria la generación de energías limpias.Por su parte, el Municipio con el Programa Gestión de Residuos Especiales (ProGRE), en asociación con una empresa privada de la ciudad, se recicla aceite vegetal usado transformándolo en biodiesel el cual es utilizado en la maquinaria municipal pesada (motoniveladoras, excavadoras y tractores) cortando un 15% el gasoil.Por otra parte, la empresa Biogás Avellaneda genera actualmente, utilizando corrientes residuales industriales, 6 MW que inyecta a la red de distribución de energía eléctrica. Esto equivale al 25% del consumo total de la ciudad (urbano, rural e industrial), y al 100% del consumo residencial urbano. Gracias a esto los días domingo cuando el consumo energético es menor se exporta energía a las localidades aledañas.24/06/2020 05:30:36
153505Cities 2019201954337Greater Amman MunicipalityJordanMiddle EastClimate Hazards & 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.3Please describe the factor and the degree to which it supports or challenges the adaptive capacity of your city1Rapidly rising population is placing stress on resources, particularly water and energy. It is also placing extra stress on already overcrowded health and educational facilities.24/06/2020 05:30:36
153506Cities 2019201953254City of HobartAustraliaSoutheast Asia and OceaniaAdaptationAdaptation Planning3.1Does your city council have a published plan that addresses climate change adaptation?00Yes24/06/2020 05:30:36
153507CDP Cities 2018201814088City of OsloNorwayEuropeHazards and AdaptationClimate Hazards2.1Does your city have an update / revision process for the climate risk or vulnerability assessment?00Yes24/06/2020 05:28:18
153508CDP Cities 2018201850551City of Long BeachUnited States of AmericaNorth AmericaHazards and AdaptationClimate Hazards2.3Do you consider that the effects of climate change could negatively impact the ability of businesses to operate successfully in your city?2Explanation1Please explainMany major businesses are located in vulnerable areas. The impacts of climate change have the potential to make business operations challenging. For example, climate impacts could be detrimental to the Port of Long Beach and the Port of Los Angeles, which collectively account for more than 40 percent of U.S. imports.24/06/2020 05:28:18
153509CDP Cities 2018201836504Comune di RiminiItalyEuropeStrategyEmissions Reduction: Local Government8.0aPlease provide details of your local government operations emissions reduction target.3Baseline year1201424/06/2020 05:28:18
153510Cities 2019201954510Umeå municipalitySwedenEuropeTransport10.5Please provide the total fleet size and number of vehicle types for the following modes of transport:5Number of taxis5Hydrogen24/06/2020 05:30:36
153511CDP Cities 2018201854683Prefeitura Municipal de Franco da RochaBrazilLatin AmericaStrategyTransport11.0What is the mode share of each transport mode in your city?8Other1Please complete24/06/2020 05:28:18
153512CDP Cities 2018201850154City of TurkuFinlandEuropeEmissions Reduction: Local GovernmentEmissions Reduction Actions: Local Government8.1What actions are you undertaking to reduce your emissions in your local government operations?5Project description1124/06/2020 05:28:18
153513CDP Cities 2018201835993Singapore GovernmentSingaporeSoutheast Asia and OceaniaEmissions Reduction: City-wideEmissions Reduction Actions : City-wide8.4What actions is your city taking to reduce emissions? Please also indicate estimated emissions reduction potential and status of the emissions reduction actions your city has planned.2Status of project6Operation24/06/2020 05:28:18
153514CDP Cities 2018201852638Prefeitura de AracajuBrazilLatin AmericaStrategyTransport11.0What is the mode share of each transport mode in your city?2Rail/Metro/Tram1Please complete24/06/2020 05:28:18
153515Cities 2019201963999City of Miami Beach, FLUnited States of AmericaNorth AmericaCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.2If you have no direct emissions to report, please select a notation key to explain why10Transportation > Waterborne navigationNot Estimated24/06/2020 05:30:36
153516Cities 2019201959167Municipalidad de ProvidenciaChileLatin AmericaEmissions ReductionMitigation Planning5.5aPlease attach your city’s climate change mitigation plan below. If your city has both action and energy access plans, please make sure to attach all relevant documents below.4Areas covered by action plan2Social Services24/06/2020 05:30:36
153517Cities 2019201954517City ÖrebroSwedenEuropeEmissions ReductionMitigation Target setting5.3aPlease provide details on the use of transferable emissions.3What percentage of the target does this unit represent?1624/06/2020 05:30:36
153518Cities 2019201954104City of BoulderUnited States of AmericaNorth AmericaAdaptationAdaptation Goals3.2Please describe the main goals of your city’s adaptation efforts and the metrics / KPIs for each goal.3Metrics / indicators1Preparing for future disruption is a core aspect of building community resilience.Most recent progress report: https://www-static.bouldercolorado.gov/docs/COB_Resilience_Progress_Report-1-201712081130.pdf24/06/2020 05:30:36
153519Cities 2019201955325Município de ÁguedaPortugalEuropeCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.5Emissions occurring outside the city boundary as a result of in-city activities / Scope 3 (metric tonnes CO2e)28Generation of grid-supplied energy > Heat/cold generation24/06/2020 05:30:36
153520Cities 2019201954491Municipality of MálagaSpainEuropeEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.19Aim of the engagement activities024/06/2020 05:30:36
153521Cities 201920191499Ajuntament de BarcelonaSpainEuropeEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.2Action title3Lighting Plan24/06/2020 05:30:36
153522Cities 2019201960633La mairie de BujumburaBurundiAfricaTransport10.5Please provide the total fleet size and number of vehicle types for the following modes of transport:2Number of buses4Plug in hybrid24/06/2020 05:30:36
153523Cities 2019201954513Municipality of UppsalaSwedenEuropeCity Wide EmissionsCity-wide GHG Emissions Data4.5Please attach your city-wide inventory in Excel or other spreadsheet format and provide additional details on the inventory calculation methods in the table below.5Please select which additional sectors are included in the inventory1Agriculture, forestry or other land use sectors24/06/2020 05:30:36
153524Cities 2019201950361Ayuntamiento de HermosilloMexicoLatin AmericaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.1Mitigation action9Waste > Recyclables and organics separation from other waste24/06/2020 05:30:36
153525Cities 2019201961753Yilan County GovernmentTaiwan, Greater ChinaEast AsiaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.6Energy savings (MWh)13620.824/06/2020 05:30:36
153526Cities 2019201931179Gemeente RotterdamNetherlandsEuropeWaste13.3What is the amount of your city’s total solid waste collected for each of the following sectors (tonnes/year)?1Amount of solid waste generated (tonnes/person/year)5Construction and demolition waste24/06/2020 05:30:36
153527Cities 2019201950551City of Long BeachUnited States of AmericaNorth AmericaTransport10.5Please provide the total fleet size and number of vehicle types for the following modes of transport:1Number of private cars1Total fleet size36706924/06/2020 05:30:36
153528Cities 2019201935904Kolkata Metropolitan AreaIndiaSouth and West AsiaClimate Hazards & 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 overall824/06/2020 05:30:36
153529CDP Cities 2018201831184Prefeitura de São PauloBrazilLatin AmericaLocal Government EmissionsLocal Government Operations GHG Emissions Data6.9Please indicate if your local government operations emissions have increased, decreased, or stayed the same since your last emissions inventory, and please describe why.3Please explain1Please explain24/06/2020 05:28:18
153530Cities 20192019834260Municipality of OlavarríaArgentinaLatin AmericaClimate Hazards & 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 future5Impacta en el sector de energía, tecnología y comunicación provocando cortes no programados. En nuestro caso ha habido fuertes tormentas provocando caídas de numerosos árboles provocando cortes de energía e incomunicación.24/06/2020 05:30:36
153531CDP Cities 2018201835858City of Cape TownSouth AfricaAfricaStrategyWaste14.5Of your total municipal waste treated, what percentage is treated via:1Percentage treated10Other20.58NB The percentage figures are not worked out in terms of municipal waste, but all the waste which is landfilled in the City’s landfill sites, which includes industrial, commercial and municipal (residential) waste. Hence the figures cannot be compared to municipal waste figures.The percentages of different types of waste diversion carried out by City of Cape Town programmes (treatment, as defined above), are calculated as a percentage of the following total: Total = Total Waste Received at CCT landfills +Total Waste Diverted by CCT Waste Diversion Programmes.This is the most accurate method of reaching a percentage figure for City of Cape Town waste diversion programmes. NB: The waste recycled, composted and treated in the private sector (which never reaches the City’s waste streams), and the waste landfilled in the Vissershok Private Landfill is excluded24/06/2020 05:28:18
153532Cities 2019201958511City of Richmond, CAUnited States of AmericaNorth AmericaWater SecurityWater Supply Management14.5Does your city have a publicly available Water Resource Management strategy?0024/06/2020 05:30:36
153533Cities 2019201955371Municipalidad de Vicente LópezArgentinaLatin AmericaTransport10.5Please provide the total fleet size and number of vehicle types for the following modes of transport:4Number of freight vehicles4Plug in hybrid24/06/2020 05:30:36
153534Cities 201920193422Greater London AuthorityUnited Kingdom of Great Britain and Northern IrelandEuropeClimate Hazards & 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 2019?5Yes24/06/2020 05:30:36
153535CDP Cities 2018201850578City of WindsorCanadaNorth AmericaClimate HazardsClimate Hazards2.2aPlease 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 top 3 assets or services that are affected by the climate hazard, and provide a description of the impact.7Future change in frequency6Increasing24/06/2020 05:28:18
153536Cities 2019201969834Municipalidad de General Alvear (Mendoza)ArgentinaLatin AmericaCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.2If you have no direct emissions to report, please select a notation key to explain why16Waste > Incineration and open burning24/06/2020 05:30:36
153537CDP Cities 2018201849330Kansas CityUnited States of AmericaNorth AmericaEmissions Reduction: City-wideEmissions Reduction Actions : City-wide8.4What actions is your city taking to reduce emissions? Please also indicate estimated emissions reduction potential and status of the emissions reduction actions your city has planned.2Status of project024/06/2020 05:28:18
153538Cities 2019201950361Ayuntamiento de HermosilloMexicoLatin AmericaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.1Mitigation action11Waste > Waste prevention policies and programs24/06/2020 05:30:36
153539Cities 2019201954367Melaka Historic City CouncilMalaysiaSoutheast Asia and OceaniaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.10Action description24A Water Taxi service proposal is being develop by Perbadanan Sungai Dan Pantai (PPSPM) along the Melaka River as an alternative means of transport through the city. This service will be separate to the river cruise service, and will provide both residents and visitors with a link from Melaka Sentral, into the WHS. This project will be closely aligned with the Sungai Melaka Phase II infrastructure improvements, and initiatives to pedestrianize the WHS.Water Taxi project aimed to provide a sustainable and alternative means of transport, extending connectivity and transport options through the city centre. It is also to enhances the city identity and supports tourism.24/06/2020 05:30:36
153540Cities 2019201954347Pasig CityPhilippinesSoutheast Asia and OceaniaCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.2If you have no direct emissions to report, please select a notation key to explain why6Stationary energy > Fugitive emissionsNot Occurring24/06/2020 05:30:36
153541Cities 20192019834226Municipality of Bell VilleArgentinaLatin AmericaEmissions ReductionMitigation Target setting5.0dPlease provide details of your total city-wide baseline scenario target, including projected business as usual emissions.12Please describe the target and the modelling methodology(ies) and parameters used to define it1En 2016 Argentina presentó su NDC, en ella propone no exceder la emisión neta de 483 millones de toneladas de dióxido de carbono equivalente en el año 2030, esto significaría reducir el 18% de las emisiones proyectadas en un escenario de referencia.Durante el 2014 en Argentina se emitieron 368 millones de toneladas de dióxido de carbono equivalente (MtCO2e). Por otro lado, las emisiones proyectadas al año 2030 bajo el escenario BAU ascienden a 592 MtCO2e11. De esta forma, el aumento porcentual relativo de emisiones proyectado para el 2030 es del 60,87%. Desagregando por sectores este aumento, a nivel nacional, el aumento fue deEste aumento será considerado para la preparación del escenario BAU de Bell Ville donde se proyectarán las emisiones alcanzadas por el nivel BÁSICO. Este nivel abarca los sectores en los cuales los gobiernos locales poseen mayor capacidad de realizar acciones concretas, y que pueden ser gestionados más fácilmente que los incluidos en el nivel BÁSICO+.En este caso, se proyectaron las emisiones por sector: Energía Estacionaria, Transporte y Residuos. Basados en las emisiones proyectadas por la Tercera Comunicación Nacional sobre Cambio Climático de la Secretaría de Ambiente y Desarrollo Sustentable de la Nación, a nivel nacional, el aumento porcentual 2014-2030 de emisiones para cada sector fue de: Energía Estacionaria, 57.7%; Transporte, 38.57% y Residuos, 42.18%. Se utilizaron estos mismos porcentajes para proyectar el crecimiento de emisiones para el caso de Bell Ville al 2030.Tomando de base el inventario BÁSICO de Bell Ville del 2014, las emisiones proyectadas bajo el escenario tendencial al 2030 serán así de: Energía Estacionaria, 42.218,24 tCO2e; Transporte 84.417,43 tCO2e y Residuos, 9.690,26 tCO2e, totalizando 136.325,93 tCO2e.Tomando como referencia la meta de reducción de emisiones presentada por el país y acorde a lo establecido en el Pacto de Alcaldes por el Clima y la Energía, Bell Ville se compromete a reducir sus emisiones de gases de efecto en al menos un 18% respecto al escenario BAU al 2030, considerando las fuentes de emisión del alcance BÁSICO. De esta forma, en 2030, Bell Ville no emitirá más de 111.787,26 tCO2e.24/06/2020 05:30:36
153542Cities 2019201950373Municipalidad de RosarioArgentinaLatin AmericaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.2Action title22Nuevas estructuras de tratamiento de RSU y nuevos modelos de gestión24/06/2020 05:30:36
153543Cities 2019201949335Metropolitan Government of Nashville and Davidson CountyUnited States of AmericaNorth AmericaClimate Hazards & 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 future2Flooding exacerbates indoor air quality problems that are caused by mold and trigger asthma. Property damage and dislocation caused by flooding is financially devastating, especially for people without access to a personal vehicle, or whose homes are located in flood zones. Allocating funding toward Metro Water Services' Green Infrastructure Master Plan provides an equitable solution: https://static1.squarespace.com/static/5c2e0ebbf93fd4aa8fce0e8c/t/5c5c7d1feef1a1953a67a17d/1549565218230/Green_Infrastructure_Report_20Nov09.pdfIn May 2010, Middle Tennessee experienced unprecedented rainfalls totaling between 10 to 20 inches, which led to widespread catastrophic flooding. This followed an historical 2-day rainfall with a statistical recurrence interval of greater than 1,000 years. Widespread flooding in the region led to 26 flood-related deaths, including 11 in Nashville, with a disproportionate number of elderly victims. Record flood stages on the Harpeth and Cumberland Rivers and the tributaries led to more than $2 billion in damages, more than 11,000 damaged structures, and to the closing of 115 roads including major interstates (I-24 and I-40). Infrastructure damage was extensive, with significant damage to water and wastewater treatment plants, pump stations, and distribution and collection systems, along with damage to roads and electrical substations, including the system that provides power to the downtown business core. Major tourist attractions incurred millions of dollars in damage. Over 13,000 jobs were temporarily or permanently lost, and est. $3.6 billion of commerce was permanently disrupted. As the recovery process transitioned into mitigation, a unified approach to flood preparedness was deemed necessary to avoid overlap of efforts, coordinate benefits of combined solutions, and maximize available resources of all stakeholders. The Unified Flood Preparedness Plan identified and evaluated flood damage reduction measures on the Cumberland River and its 5 major tributaries through a collaborative approach with stakeholders. The plan identifies the locations that would benefit from flood-damage reduction projects and the most beneficial solutions for each location so that as funding became available, Metro knows what and where to invest.https://www.nashville.gov/Portals/0/SiteContent/WaterServices/docs/reports/UFPP%20Final%20report.pdf24/06/2020 05:30:36
153544CDP Cities 2018201831113City of YokohamaJapanEast AsiaClimate HazardsClimate Hazards2.2aPlease 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 top 3 assets or services that are affected by the climate hazard, and provide a description of the impact.1Climate Hazards524/06/2020 05:28:18
153545CDP Cities 2018201831172Mexico CityMexicoLatin AmericaCity Wide EmissionsGHG Emissions Data7.3aPlease provide a summary of emissions by sector and scope as defined in the Global Protocol for Community Greenhouse Gas Emissions Inventories (GPC) in the table below.1Emissions (metric tonnes CO2e)17TOTAL BASIC+ emissions40487313.0424/06/2020 05:28:18
153546Cities 2019201954037City of Des MoinesUnited States of AmericaNorth AmericaEmissions ReductionMitigation Actions5.4Describe the anticipated outcomes of the most impactful mitigation actions your city is currently undertaking; the total cost of the action and how much is being funded by the local government.5Estimated emissions reduction (metric tonnes CO2e)024/06/2020 05:30:36
153547CDP Cities 2018201858796Odder KommuneDenmarkEuropeHazards and AdaptationClimate Hazards2.3Do you consider that the effects of climate change could negatively impact the ability of businesses to operate successfully in your city?1Response1Please explainNo – businesses in my city will not be negatively impacted by climate change24/06/2020 05:28:18
153548Cities 2019201954612Alcaldia de ValleduparColombiaLatin AmericaCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.1Direct emissions / Scope 1 (metric tonnes CO2e)22AFOLU > Livestock24/06/2020 05:30:36
153549Cities 20192019840370Upplands-Bro MunicipalitySwedenEuropeCity Wide EmissionsCity-wide GHG Emissions Data4.6aThe Global Covenant of Mayors requires committed cities to report their inventories in the format of the new Common Reporting Framework, to encourage standard reporting of emissions data. Please provide a breakdown of your city-wide emissions by sector and sub-sector in the table below. Where emissions data is not available, please use the relevant notation keys to explain the reason why.5Emissions occurring outside the city boundary as a result of in-city activities / Scope 3 (metric tonnes CO2e)16Waste > Incineration and open burning24/06/2020 05:30:36
153550Cities 2019201960414Municipalidad Venado TuertoArgentinaLatin AmericaAdaptationAdaptation 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 action1Operation24/06/2020 05:30:36

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created Sep 19 2018

updated Mar 1 2021

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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 the full responses of publicly disclosing cities in 2018 and 2019.

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