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2018 Cities Adaptation Actions

Row numberYear Reported to CDPAccount NumberOrganizationCityCountryCDP RegionReporting AuthorityAccessClimate hazardAdaptation actionAction titleStatus of actionCo-benefit areaAction description and implementation progressFinance StatusTotal cost of projectTotal cost provided by the local governmentPrimary Source FundWeb linkPopulationPopulation YearCity LocationLast update
751201854113City of FlagstaffFlagstaffUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicDroughtPromoting and incentivizing water efficiencyImplementationThe City of Flagstaff Department of Water Services offers rebates as incentive for installation of low-flow toilets, rainwater harvest/capture systems, and low-water landscaping/removal of lawn grass. (https://www.flagstaff.az.gov/1030/Rebate-Programs)719752017{"type"=>"Point", "coordinates"=>[-111.631, 35.1992]}2019-10-16T18:32:22.947
752201831176Prefeitura do Rio de JaneiroRio de JaneiroBrazilLatin AmericaC40, CDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicLightning / thunderstormResilience and resistance measures for buildingsOperationThe use of lightning rods ir obligatory in buildings with height bigger than 30 meters, as stated by a State decree. There is also a national technical norm which regulates the installation of lightning rods. The Alerta Rio system and the Rio Operations Center warn the population of the risk of lightning when there is forecast for a thunderstorm.65202662017{"type"=>"Point", "coordinates"=>[-43.5614, -22.9054]}2019-10-16T18:32:22.947
753201855331Município de ÍlhavoÍlhavoPortugalEuropeCDP CitiespublicHeat waveStorm water capture systemsImplementationNo âmbito das Opções de Adaptação está prevista a construção de mais bacias de retenção como forma de captar as águas pluviais e das chuvas, estratégia que visa também diluir eventuais necessidades de água, e simultaneamente permitir uma melhor circulação da água como forma de combater eventuais inundações/cheias.385982017{"type"=>"Point", "coordinates"=>[-7.58, 38.85]}2019-10-16T18:32:22.947
754201835886Comune di TorinoTorinoItalyEuropeCDP Cities, ICLEI - Local Governments for SustainabilitypublicFlash/surface floodOther: maintenance of public greenPre-feasibility studyA targeted maintenance and improvement of the arboreal heritage to avoid branch or tree crash causing damage to people or assets is under planning. A study to understand the interaction between storm and trees, in particular as strong winds are concerned, is ongoing.8847332017{"type"=>"Point", "coordinates"=>[7.668, 45.1006]}2019-10-16T18:32:22.947
75520183422Greater London AuthorityLondonUnited Kingdom of Great Britain and Northern IrelandEuropeC40, CDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicHeat waveCommunity engagement/educationPre-implementationWorking with public health officials to support improved communication of heat risk to Londoners88838002017{"type"=>"Point", "coordinates"=>[-0.07868, 51.5048]}2019-10-16T18:32:22.947
756201854277New Plymouth District CouncilNew Plymouth DistrictNew ZealandSoutheast Asia and OceaniaCDP CitiespublicLandslideLandslide risk mappingScoping821302017{"type"=>"Point", "coordinates"=>[174.354, -39.1011]}2019-10-16T18:32:22.947
757201854623Prefeitura de BetimBetimBrazilLatin AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicVector-borne diseaseDisease prevention measuresOperationBetim in the fight against Dengue increased in one year the amount invested (from R $ 4,133,014.12 to 7,717,809.60), the number of doctors (from 153 to 230), contracted health professionals (from 0 to 271 ) and attendance, resulting in a drastic reduction in the number of cases reported (from 19,111 to 2,331), the number of confirmed cases (from 15,853 to 546) and deaths (2 to 0) - all data for the years 2016 and 2017.3780892010{"type"=>"Point", "coordinates"=>[-44.2012, -19.9673]}2019-10-16T18:32:22.947
758201859669City of North VancouverNorth VancouverCanadaNorth AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicRain stormPublic preparedness (including practice exercises/drills)OperationRain Storm: The City’s Emergency Management Office conducts outreach activities promoting personal emergency preparedness to increase the community’s resilience during storm events. The City has developed an Integrated Stormwater Management Plan (ISMP) which combines land-use planning, environmental protection, and stormwater management to protect developed lands and natural habitat, while still allowing for long-term urban and economic development. The City’s ISMP integrates all aspects of watershed values and management, including: Engineering and Design; Ecological Health; Community and Recreation; and Economic Development. The City’s ISMP explicitly considers future climate projections and adaptation needs for private and public infrastructure.528982016{"type"=>"Point", "coordinates"=>[-123.072, 49.32]}2019-10-16T18:32:22.947
759201850381Municipio de TorreónTorreónMexicoLatin AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicVector-borne diseaseTesting/vaccination programmes for vector-borne diseaseImplementationthere is a program for vector control6396292010{"type"=>"Point", "coordinates"=>[-103.407, 25.5428]}2019-10-16T18:32:22.947
760201860416Municipalidad de San Isidro (Argentina)San Isidro (Argentina)ArgentinaLatin AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublic292.8782010{"type"=>"Point", "coordinates"=>[-68.8122, -32.9775]}2019-10-16T18:32:22.947
761201843940Malmö StadMalmöSwedenEuropeCDP Cities, ICLEI - Local Governments for Sustainability, Union of the Baltic CitiespublicRain stormCommunity engagement/educationImplementation3336332017{"type"=>"Point", "coordinates"=>[13.0038, 55.605]}2019-10-16T18:32:22.947
762201831169Government of Hong Kong Special Administrative RegionHong KongChina, Hong Kong Special Administrative RegionEast AsiaCDP Cities, C40publicCoastal floodCrisis management including warning and evacuation systemsScopingA consultancy study was on going to investigate the resilience of critical infrastructures in Hong Kong under the effects of climate change and extreme weather, and to holistically examine the scope of enhancement works for strengthening the resilience of critical infrastructures.73917002017{"type"=>"Point", "coordinates"=>[114.14, 22.2881]}2019-10-16T18:32:22.947
763201857347Pingtung County GovernmentPingtung CountyTaiwan, Greater ChinaEast AsiaCDP Cities, ICLEI - Local Governments for SustainabilitypublicFlash/surface floodDisease prevention measuresOperationPublic Health Bureau sets up a multi-dimension prevention network for infectious diseases such as tuberculosis, HIV/AIDS, sexually transmitted diseases, dengue fever, respiratory tract and gastrointestinal infectious diseases to prevent the occurrence of infectious diseases.1.Health education for various infectious diseases among various ethnic groups.2.Infectious disease prevention and control targets.3.Infectious diseases education and training for related personnel.4.Screening program for vulnerable populations.5.Preventive measures against the epidemic of infectious diseases.6.Epidemic of infectious diseases monitor.7.Using multiple channels to promote the awareness and prevention measures of infectious diseases.8299392017{"type"=>"Point", "coordinates"=>[120.47, 22.6558]}2019-10-16T18:32:22.947
764201831446Taipei City GovernmentTaipeiTaiwan, Greater ChinaEast AsiaCDP Cities, ICLEI - Local Governments for SustainabilitypublicCyclone (Hurricane/Typhoon)Crisis management including warning and evacuation systemsOperationAn APP utilizes GIS to display disaster location. It can also show the distance between the disaster location and the user. This information serves as a reminder to user to avoid disaster site. We also edit city disaster prevention manual per year and prevention disaster acknowledge, these can be find on this APP.26832572017{"type"=>"Point", "coordinates"=>[121.564, 25.0375]}2019-10-16T18:32:22.947
765201836274Comune di BolognaBolognaItalyEuropeCDP Cities, ICLEI - Local Governments for SustainabilitypublicFlash/surface floodFlood mappingImplementationFlood risk maps have been implemented since years by the Emilia-Romagna Region according to the Directive 2007/60/CE (Floods Directive). The Municipality is included in the mapping. Floods occured and areas of high probability of flooding are reported in the Local Climate Profile as well.To improve flood mapping (with reference to flash floods in urban areas), the Municipality of Bologna is partner of the Life RainBo project, a follow-up of the Life BLUEAP (Bologna Urban Environment Adaptation Plan for a resilient city) project, aiming methods and tools to predict severe rainfall events and their impact, focusing on the hydrologic response of the small watercourses within the urban area of Bologna.389.2612017{"type"=>"Point", "coordinates"=>[11.3387, 44.4938]}2019-10-16T18:32:22.947
766201843934City of PerthPerthAustraliaSoutheast Asia and OceaniaCDP Cities, ICLEI - Local Governments for Sustainabilitypublic274322017{"type"=>"Point", "coordinates"=>[115.861, -31.9526]}2019-10-16T18:32:22.947
767201874594City of Boynton BeachBoynton BeachUnited States of AmericaNorth AmericaCDP CitiespublicFlash/surface floodFlood mappingImplementationFEMA flood maps were updated for Palm Beach County in 2017. We have work to do to develop maps that account for future flood risk including sea level rise.739922017{"type"=>"Point", "coordinates"=>[-80.216, 26.4986]}2019-10-16T18:32:22.947
768201873413Commune de CocodyCocodyCôte d'IvoireAfricaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicRain stormCrisis management including warning and evacuation systemsMonitoring and reportingLa combinaison, d’informations multi-sources (image, données exogènes, résultats d’enquêtes socio-environnementales) dans un système d’information géographique (SIG), a permis d’analyser l'environnement sanitaire de 6 quartiers précaires situés le long d'un canal d'évacuation des eaux ou dans les versants d'eaux pluviales. L’analyse et la cartographie des principaux facteurs relatifs à la qualité de vie des populations, permettent de constituer un observatoire de l’environnement sanitaire et urbain de ces milieux défavorisés. Ceci a contribué à la mise à jour de la carte du mode d’occupation du sol. L’analyse des différents facteurs caractérisant l’environnement sanitaire et urbain, révèle de nombreuses insuffisances dans le système de gestion de l’assainissement des quartiers précaires et la dangerosité des sites, exposant ainsi les populations aux maladies liées à l’assainissement telles que le paludisme et la diarrhée et des risques d’inondation en cas de pluies diluviennes. Les résultats permettront de planifier et de valider les mesures à prendre pour remédier aux déficits d’assainissement et d’aménagement des sols dans ces milieux précaires.8002014{"type"=>"Point", "coordinates"=>[-3.9674, 5.3602]}2019-10-16T18:32:22.947
769201835878City of SacramentoSacramentoUnited States of AmericaNorth AmericaCDP CitiespublicExtreme hot daysTree planting and/or creation of green spaceMonitoring and reportingThe City of Sacramento has a long‐standing reputation as the City of Trees. Emphasis on the importance of trees in Sacramento dates back to its founding in 1849. In the late 1970s and the 1980s, Sacramento’s urban forestry program was recognized for its beautiful tree canopy and partnerships; today, our urban forest is rated as one of the top ten in the country.In August 2016, the City adopted comprehensive updates to the City Code to update and clarify its tree regulations. During the process of revising the city’s tree related ordinances, additional policy issues were raised regarding the City’s urban forest and its future. Sacramento is currently covered by 12,198 acres (19.1%) of tree canopy, including trees and woody shrubs. The City’s updated Urban Forest Master Plan will address the protection, maintenance, sustainability, and enhancement of Sacramento’s tree canopy.4952342016{"type"=>"Point", "coordinates"=>[-121.494, 38.5816]}2019-10-16T18:32:22.947
770201836265Comune di Reggio EmiliaReggio EmiliaItalyEuropeCDP Citiespublic{"type"=>"Point", "coordinates"=>[10.8774, 44.4376]}2019-10-16T18:32:22.947
771201855801City of West Palm BeachWest Palm BeachUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicOcean acidificationIncorporating climate change into long-term planning documentsImplementationIn order to reduce ocean acidification, the City first has to address its atmospheric carbon emissions. The Mayor has pledged to reduce carbon emissions to net zero by 2050, by means of using renewable energy, procuring electric fleet vehicles, and the promotion of more energy efficient technologies for City operations. These measures are incorporated in the Sustainability Action Plan, which is aligned with the City's overarching Strategic Plan.1081612017{"type"=>"Point", "coordinates"=>[-80.0534, 26.7153]}2019-10-16T18:32:22.947
772201835864Ekurhuleni Metropolitan MunicipalityEkurhuleniSouth AfricaAfricaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublic33791042016{"type"=>"Point", "coordinates"=>[28.3462, -26.1777]}2019-10-16T18:32:22.947
773201873301City of Gretna, LAGretnaUnited States of AmericaNorth AmericaCDP CitiespublicRain stormCommunity engagement/educationOperation179352017{"type"=>"Point", "coordinates"=>[-90.0542, 29.9164]}2019-10-16T18:32:22.947
774201849342City of RochesterRochesterUnited States of AmericaNorth AmericaCDP CitiespublicRain stormGreen roofs/wallsCompleteImplementation of green infrastructure projects (including rain gardens, porous pavement, green roofs, bioswales). Green infrastructure retrofit manual has been created for future planning. Considering expanding green infrastructure in the future Adaptation Plan to account for increased storms, extreme weather, flooding events.2080462017{"type"=>"Point", "coordinates"=>[-77.6109, 43.161]}2019-10-16T18:32:22.947
775201855418City of Huntington BeachHuntington BeachUnited States of AmericaNorth AmericaCDP CitiespublicDroughtSea level rise modellingScoping2024982016{"type"=>"Point", "coordinates"=>[-117.999, 33.6603]}2019-10-16T18:32:22.947
776201831185City of WarsawWarsawPolandEuropeC40, CDP Cities, ICLEI - Local Governments for SustainabilitypublicRain stormCrisis management including warning and evacuation systemsImplementation17581432017{"type"=>"Point", "coordinates"=>[21.0122, 52.2297]}2019-10-16T18:32:22.947
777201831176Prefeitura do Rio de JaneiroRio de JaneiroBrazilLatin AmericaC40, CDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicLandslideLandslide risk mappingMonitoring and reportingThe city of Rio de Janeiro has developed a map of landslide risk for the city's slums/favelas. This map is continuously updated to reflect changes in these areas.65202662017{"type"=>"Point", "coordinates"=>[-43.5614, -22.9054]}2019-10-16T18:32:22.947
778201843907City of IndianapolisIndianapolisUnited States of AmericaNorth AmericaCDP CitiespublicHeat waveAir quality initiativesOperationThe City of Indianapolis founded and runs the Knozone program. The aim of the program is primarily to reduce ozone and particulate matter (PM) 2.5. However, the program has co-benefits in reducing carbon emissions through promoting energy efficiency, alternative transportation, smart fleet choices, etc. The Knozone program serves as a public education and outreach program.8630002017{"type"=>"Point", "coordinates"=>[-86.1785, 39.7676]}2019-10-16T18:32:22.947
779201860433City of HvidovreHvidovreDenmarkEuropeCDP CitiespublicRain stormCommunity engagement/educationOperationFor each individual area pointed out in the climate adaption strategy, the Communities are engaged in forming the adaption plan for their local area.529642017{"type"=>"Point", "coordinates"=>[12.4754, 55.6425]}2019-10-16T18:32:22.947
780201874594City of Boynton BeachBoynton BeachUnited States of AmericaNorth AmericaCDP CitiespublicFlash/surface floodStorm water capture systemsImplementationBoynton Beach Utilities has spent more than $5 Million in the past two years on Capital Improvement Projects to improve stormwater management infrastructure. Developers in the City are required to retain stormwater on-site.739922017{"type"=>"Point", "coordinates"=>[-80.216, 26.4986]}2019-10-16T18:32:22.947
781201843940Malmö StadMalmöSwedenEuropeCDP Cities, ICLEI - Local Governments for Sustainability, Union of the Baltic CitiespublicHeat waveGreen roofs/wallsImplementation3336332017{"type"=>"Point", "coordinates"=>[13.0038, 55.605]}2019-10-16T18:32:22.947
782201854114City of AshevilleAshevilleUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicRiver floodCrisis management including warning and evacuation systemsOperationThe Office of Sustainability is working with the Fire Department to make sure that the Emergency Management Response is utilizing the climate resilience assessment to enhance the work of emergency management within the municpality.891212016{"type"=>"Point", "coordinates"=>[-82.5515, 35.5951]}2019-10-16T18:32:22.947
783201835905Corporation of ChennaiChennaiIndiaSouth and West AsiaCDP Cities, C40publicRain stormReal time risk monitoringPre-implementation76000002016{"type"=>"Point", "coordinates"=>[80.2425, 13.0992]}2019-10-16T18:32:22.947
784201849334City of Richmond, VARichmond, VAUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicRiver floodFlood defences – development and operation & storageCompleteA flood wall along both banks of the James River was constructed in 1995.2228532017{"type"=>"Point", "coordinates"=>[-77.436, 37.5407]}2019-10-16T18:32:22.947
785201856276New Taipei City GovernmentNew TaipeiTaiwan, Greater ChinaEast AsiaCDP Cities, ICLEI - Local Governments for SustainabilitypublicRiver floodFlood mappingImplementation新北市建置防災監測系統,監測颱風動向、掌握境內土石流潛勢分析位置圖及暴雨即時監控,蒐集災害潛勢資訊並定期更新資料,以利災害危機管理。39866892017{"type"=>"Point", "coordinates"=>[121.446, 25.0111]}2019-10-16T18:32:22.947
786201860320Prefeitura de Presidente PrudentePresidente PrudenteBrazilLatin AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicRain stormFlood mappingPre-feasibility studytemos alguns estudos realizados principalmente pelas universidades para mapear os pontos de inundação.225.2712017{"type"=>"Point", "coordinates"=>[-51.3856, -22.1276]}2019-10-16T18:32:22.947
787201831110Roma CapitaleRomaItalyEuropeC40, CDP Cities, ICLEI - Local Governments for SustainabilitypublicForest fireProjects and policies targeted at those most vulnerablePre-implementationRome has recently adopted the "Unified plan of activities of forecasting, prevention and active fight against forest fires of the State Natural Reserve of the Roman Coast 2018-2022".The plan identifies forecasting types of action based on actions to prevent or combat the spread of fires2876.6142017{"type"=>"Point", "coordinates"=>[12.2858, 41.53]}2019-10-16T18:32:22.947
788201854579Sekhukhune District MunicipalitySekhukhune District MunicipalitySouth AfricaAfricaCDP Citiespublic10768402011{"type"=>"Point", "coordinates"=>[29.974, -24.8335]}2019-10-16T18:32:22.947
789201858668City of New Bedford, MANew BedfordUnited States of AmericaNorth AmericaCDP CitiespublicStorm surgeCrisis management including warning and evacuation systemsPre-feasibility studyOur Emergency Management Department is evaluating the feasibility of using the CodeRED weather alert notification and mobile ap. We are looking to apply for a grant to run a pilot study.951202017{"type"=>"Point", "coordinates"=>[-70.9342, 41.6362]}2019-10-16T18:32:22.947
790201835872Municipality of RecifeRecifeBrazilLatin AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicExtreme hot daysTree planting and/or creation of green spaceOperationA Prefeitura da cidade, através de um mapeamento de ilhas de calor, prioriza o plantio em áreas urbanas localizadas nessas regiões. Além disso, os planos de manejo de todas as 25 unidades de conservação da cidade, o que corresponde a 38% do território municipal, estão sendo construídos e deverão ser finalizados até 2019. Alguns fatores que serão avaliados são a importância histórica da área, a evolução da ocupação, a fauna, a flora e os impactos ambientais provocados pela presença do homem nas áreas. Concluída a categorização, será possível definir se a unidade se presta a uso sustentável ou ficará sujeita à proteção integral. Em todo esse contexto, o papel do aumento e manutenção do verde dessas áreas é primordial.16336972017{"type"=>"Point", "coordinates"=>[-34.8829, -8.05783]}2019-10-16T18:32:22.947
791201835858City of Cape TownCape TownSouth AfricaAfricaC40, CDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicDroughtWater use restrictions and standardsOperationThe City has implemented a very successful water conservation and water demand management plan since 2007. This plan includes a variety of actions, such as promoting low flow technologies, water-wise gardening, and water efficiency; maintenance and repair of infrastructure; water use restrictions and standards; and awareness campaigns and education to reduce water use.41745102017{"type"=>"Point", "coordinates"=>[18.4239, -33.9253]}2019-10-16T18:32:22.947
792201810495City of Las VegasLas VegasUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicExtreme hot daysCooling centers, pools, water parks/plazasImplementationOn days with extreme heat, these centers are put into operation by local municipalities and the health district6482242017{"type"=>"Point", "coordinates"=>[-115.14, 36.1699]}2019-10-16T18:32:22.947
793201816581City of SeattleSeattleUnited States of AmericaNorth AmericaC40, CDP Cities, ICLEI - Local Governments for SustainabilitypublicCoastal floodFlood mappingCompleteWe will update the maps as new projections are released.7250002017{"type"=>"Point", "coordinates"=>[-122.332, 47.6062]}2019-10-16T18:32:22.947
794201869968Alcaldia de RionegroRionegroColombiaLatin AmericaCDP Cities, ICLEI - Local Governments for Sustainability, WWFpublicRain stormReal time risk monitoringImplementationSe generan monitoreos constantes a través de tecnología1330002017{"type"=>"Point", "coordinates"=>[-75.3739, 6.15316]}2019-10-16T18:32:22.947
795201849327City of ProvidenceProvidenceUnited States of AmericaNorth AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicRiver floodOther: Flood impact studyCompleteA study on the area comprising Woonasquatucket River, Waterplace Park to the hurricane barrier, and Port of Providence, was conducted by the US Corps of Engineers to identify potential upgrades that could be made to limit future flood damage.1785622014{"type"=>"Point", "coordinates"=>[-71.4128, 41.824]}2019-10-16T18:32:22.947
796201816581City of SeattleSeattleUnited States of AmericaNorth AmericaC40, CDP Cities, ICLEI - Local Governments for SustainabilitypublicCoastal floodProjects and policies targeted at those most vulnerableImplementationWe are working in partnership with community to address coastal flood risk in our most climate and socially vulnerable community.7250002017{"type"=>"Point", "coordinates"=>[-122.332, 47.6062]}2019-10-16T18:32:22.947
797201854443Landeshauptstadt MagdeburgMagdeburgGermanyEuropeCDP Citiespublic2380002015{"type"=>"Point", "coordinates"=>[11.6276, 52.1205]}2019-10-16T18:32:22.947
798201860218Municipality of KarlskronaKarlskronaSwedenEuropeCDP Cities, ICLEI - Local Governments for Sustainability, Union of the Baltic Cities, WWFpublicDroughtSea level rise modellingImplementationWorking with the implementation{"type"=>"Point", "coordinates"=>[15.5866, 56.1616]}2019-10-16T18:32:22.947
799201854625Prefeitura de LondrinaLondrinaBrazilLatin AmericaCDP Cities, ICLEI - Local Governments for SustainabilitypublicSevere windNo action currently takenScopingRealizar levantamento dos fortes ventos com planejamento estratégico para futuras construções na cidade.Investimentos no manejo da arborização urbana (equipamentos e viveiro de mudas) para contenção de ventos, redução da velocidade dos ventos, etc.5067012010{"type"=>"Point", "coordinates"=>[-51.1505, -23.3356]}2019-10-16T18:32:22.947
800201861427Municipality of NacalaNacalaMozambiqueAfricaCDP Citiespublic2410502014{"type"=>"Point", "coordinates"=>[40.6854, -14.5656]}2019-10-16T18:32:22.947

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Profile Picture Dua Zehra

created Oct 18 2019

updated Oct 18 2019

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This dataset contains all climate adaptation actions disclosed publicly by cities in 2018.

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