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2021 Cities Climate Hazards

Row numberQuestionnaire NameAccount NumberAccount NameCountryCDP RegionParentSectionSectionQuestion NumberQuestion NameRowNumberRowNameClimate HazardsDid this hazard significantly impact your city before 2021?Current probability of hazardCurrent magnitude of hazardSocial impact of hazard overallMost relevant assets / services affected overallPlease identify which vulnerable populations are affectedFuture change in frequencyFuture change in intensityFuture expected magnitude of hazardWhen do you first expect to experience those changes in frequency and intensity?Please describe the impacts experienced so far, and how you expect the hazard to impact in the future
1001Cities 202143938The Executive Council, Govt of DubaiUnited Arab EmiratesMiddle East2. 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.2Extreme hot temperature > Extreme hot daysYesHighDo not knowIncreased demand for healthcare services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populationsEnergy; Land use planning; Public health; Water supply & sanitationChildren & youth; Elderly; Other, please specify: Workers working outdoors in labor-intensive occupations (construction, landscaping maintenance, police, petrol stations, etc...)IncreasingIncreasingHighMedium-term (2026-2050)Hot days already impact the health of workers and working hours are changed during summer months in order to avoid heat related health incidences. With an increase in the number of hot days and in the temperatures, precautionary measures will need to be revised and adjusted to protect the most vulnerable people. Furthermore, increasing temperatures will make it more difficult to encourage people to shift from car-centric mobility to more sustainable means of transportation that require more walking. Increased temperatures will also increase the energy demand for cooling and water. They may also impact soil quality and wildlife (land and marine i.e. coral reefs).
1002Cities 202143938The Executive Council, Govt of DubaiUnited Arab EmiratesMiddle East2. 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.3Extreme Precipitation > FogNoMedium HighMedium LowIncreased demand for healthcare services; Other, please specify: Increased risk of car accidents.Emergency services; TransportOther, please specify: No specific social group - applicable to all drivers.IncreasingDo not knowMediumMedium-term (2026-2050)Air and road transport impacted because of lower visibility and this is expected to increase in frequency with time.
1003Cities 202143938The Executive Council, Govt of DubaiUnited Arab EmiratesMiddle East2. 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.4Flood and sea level rise > Groundwater floodYesLowLowOther, please specify: None.Environment, biodiversity, forestry; Food & agriculture; Land use planningOther, please specify: Farmers possibly and developers with property in impacted areas.Do not knowDo not knowDo not knowLong-term (after 2050)there are several locations in Dubai which require long-term dewatering. It is expected that should groundwater levels rise because of seawater intrusion and sea level rise, there may be floods in buildings' basements requiring pumping and dewatering.
1004Cities 202143938The Executive Council, Govt of DubaiUnited Arab EmiratesMiddle East2. 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.5Extreme Precipitation > Rain stormNoDo not knowDo not knowIncreased demand for public services; Other, please specify: Increased risk of road accidents.Emergency services; Land use planning; Law & order; Residential; TransportOther, please specify: None specifically.Do not knowDo not knowDo not knowMedium-term (2026-2050)In the rare of event of having heavy rainfall, some roads are blocked due to flooding. There will likely be more blocked roads in the future as well as damage to properties in flooding areas should the frequency and magnitude of rainfall increase. Dubai municipality does however have a city-wide programme for improving the stormwater drainage network and has prioritised action in the areas most vulnerable to floods.
1005Cities 202143938The Executive Council, Govt of DubaiUnited Arab EmiratesMiddle East2. 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.6Mass movement > SubsidenceDo not knowDo not knowOther, please specify: Disruption to businesses and mobilityLand use planning; TourismOther, please specify: Community living in island developments.Do not knowDo not knowDo not knowLong-term (after 2050)There is a specific island development on reclaimed land which is currently experiencing subsidence. Increase in sea level rise might result in more land experiencing subsidence specifically in reclaimed lands (high end residential and beach resorts).
1006Cities 202143940Malmö StadSwedenEurope2. 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.1Extreme Precipitation > Rain stormYesMediumMedium LowFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public servicesCommercial; Emergency services; Environment, biodiversity, forestry; Land use planning; Public health; Residential; Society / community & culture; Transport; Water supply & sanitationElderly; Marginalized groups; Persons with disabilitiesIncreasingIncreasingMediumImmediatelyThe areas where soil flooding has had the greatest consequences lie along the old ditches that previously dewatered the ground. The direct costs for the rain storm Arvid in 2014 are estimated to at least SEK 600 million. Damage to buildings accounts for most of the costs.
1007Cities 202143940Malmö StadSwedenEurope2. 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.2Flood and sea level rise > Coastal floodNoLowLowIncreased demand for public services; Increased resource demand; Population displacementCommercial; Energy; Environment, biodiversity, forestry; Industrial; Land use planning; Public health; Residential; Society / community & culture; Tourism; Transport; Water supply & sanitationIncreasingIncreasingHighLong-term (after 2050)Many houses and functions are located close to the coastline and we have already started to take the coastal floods into consideration when exploiting new properties in Malmö. We may have to build some kind of large protection around the city in the future.
1008Cities 202143940Malmö StadSwedenEurope2. 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.3Extreme hot temperature > Heat waveYesMedium LowMediumIncreased demand for healthcare services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsEducation; Emergency services; Food & agriculture; Land use planning; Public health; Residential; Society / community & culture; Water supply & sanitationChildren & youth; Elderly; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingMediumImmediatelyThe summer of 2018 were very hot and very dry. Especially elderly people and infants could easily get dehydrated. Because of the lack of precipitation, crops and harvests failed. The ground water levels of 2019 was still lower than average.
1009Cities 202143940Malmö StadSwedenEurope2. 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.4Storm and wind > Storm surgeYesLowMedium LowIncreased demand for healthcare services; Increased demand for public services; Increased resource demandEmergency services; Industrial; Land use planning; Residential; TransportElderly; Marginalized groups; Persons with disabilitiesIncreasingIncreasingMediumMedium-term (2026-2050)In 2013 we had a storm which made ther water in Öresund rise to almost 2 meters above normal. Lots of traffic had to be cancelled and roads were flooded. Infrastructure were damaged and the price to repair everything was very high.
1010Cities 202143940Malmö StadSwedenEurope2. 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.5Flood and sea level rise > Flash / surface floodYesMediumMedium LowFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public servicesCommercial; Emergency services; Environment, biodiversity, forestry; Land use planning; Public health; Residential; Society / community & culture; Transport; Water supply & sanitationElderly; Marginalized groups; Persons with disabilitiesIncreasingDecreasingMediumImmediatelyA consequence of heavy rainfalls, described above. The areas where soil flooding has had the greatest consequences lie along the old ditches that previously dewatered the ground.
1011Cities 202143969Ciudad de AsunciónParaguayLatin 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.1Extreme hot temperature > Heat waveYesMedium HighMedium HighIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Loss of traditional jobs; Population displacementEnergy; Food & agriculture; TransportIndigenous population; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilities; Unemployed personsIncreasingIncreasingHighMedium-term (2026-2050)INCREMENTO DE LA TEMPERATURA MEDIA EN LA ESTACIÓN DE VERANO; IMPACTO EN LA SALUD DE LOS CIUDADANOS Y POR ENDE EN EL SISTEMA DE SALUD PÚBLICA.Frecuentes inundaciones y prolongadas, olas de calor y sequias, enfermedades transmitidas por vectores.
1012Cities 202143969Ciudad de AsunciónParaguayLatin 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.2Flood and sea level rise > River floodYesMedium HighMedium HighIncreased conflict and/or crime; Increased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public services; Loss of traditional jobs; Migration from rural areas to cities; Population displacementEnergy; Transport; Water supply & sanitationChildren & youth; Elderly; Indigenous population; Low-income households; Marginalized groups; Persons with disabilities; Unemployed persons; Women & girlsDo not knowDo not knowHighMedium-term (2026-2050)CRECIDAS MAS PRONUNCIADAS DEL RÍO LO QUE PROVOCA DESPLAZAMIENTO DE LOS HABITANTES DE LA ZONA RIBEREÑAS, PROBLEMAS SANITARIOS, IMPACTO EN LA EDUCACIÓN, VIVIENDAS, aumento de enfermedades por vectores, aumento de residuos solidos.
1013Cities 202143969Ciudad de AsunciónParaguayLatin 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.3Biological hazards > Vector-borne diseaseYesMedium HighMedium HighIncreased demand for healthcare services; Increased demand for public services; Increased resource demand; Loss of tax base to support public services; Migration from rural areas to cities; Population displacementWaste management; Water supply & sanitationChildren & youth; Elderly; Low-income households; Marginalized groups; Persons living in sub-standard housingDo not knowDo not knowHighMedium-term (2026-2050)El 97% de los afectados cuenta con diagnóstico de Dengue.La consulta oportuna y los trabajos de eliminación de criaderos siguen siendo claves para frenar el avance de la enfermedad. (fuente: ministerio de salud publica y bienestar social)La Municipalidad de Asunción, a través del trabajo en conjunto entre las Direcciones Generales del Área Social, Servicios Urbanos, Gestión Ambiental y Reducción de Riesgos y Desastres comenzará mingas ambientales “AsuProtege” con la finalidad de prevenir y disminuir casos de dengue y otras enfermedades transmitidas por el vector Aedes aegypti.Se realizaron cursos de capacitación dirigido a Monitores Ambientales con el objetivo de dar herramientas de gestión y cuidado de las Reservas Naturales Urbanas como espacio y ecosistemas aliados para la Mitigación y Adaptación al Cambio Climático.
1014Cities 202143969Ciudad de AsunciónParaguayLatin 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.4Water Scarcity > DroughtNoMediumMediumIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsEnergy; Food & agriculture; Water supply & sanitationChildren & youth; Elderly; Indigenous population; Marginalized groups; Persons living in sub-standard housingDo not knowDo not knowMediumMedium-term (2026-2050)Mayor intensidad de lluvias y vientos generando impactos en las poblaciones y comunidades más vulnerabilizadas, quienes pierden sus viviendas y sus modos de vida a consecuencias de las inundaciones o cortes de energias eléctricas y suministro de agua.Los impactos del peligro en el futuro podría duplicarse en gran manera, si no se cuenta con políticas públicas de gestión de riesgos con panes de adaptación y mitigación para cada caso.
1015Cities 202143969Ciudad de AsunciónParaguayLatin 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.5Extreme Precipitation > Rain stormYesMedium HighMedium HighIncreased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public services; Loss of traditional jobs; Migration from rural areas to cities; Population displacementCommercial; Education; Energy; Industrial; Information & communications technology; Public health; TransportElderly; Indigenous population; Marginalized groups; Persons living in sub-standard housing; Persons with disabilitiesIncreasingIncreasingHighMedium-term (2026-2050)DAÑOS MATERIALES, EN EL SUMINISTRO DE ENERGÍA Y EN EL AMBIENTE A CAUSA DE LAS TORMENTAS MÁS FRECUENTES E INTENSAS
1016Cities 202143970Alcaldía Distrital de BarranquillaColombiaLatin 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.1Extreme Precipitation > Rain stormYesDo not knowDo not knowIncreased risk to already vulnerable populationsEnergy; Environment, biodiversity, forestry; Transport; Water supply & sanitationLow-income households; Persons living in sub-standard housingDo not knowDo not knowDo not knowLa ciudad de Barranquilla, se ha visto impactada durante las temporadas de lluvias por crecientes de arroyos urbanos a lo largo de la ciudad. Estos arroyos han generado la muerte de un sin número de personas, por lo que la ciudad implemento el proyecto "Barranquilla sin arroyos", el cual busca canalizar 55.2Km de vías afectadas por la creciente de arroyos, de estos se han logrado canalizar 16Km que ayudan a reducir el riesgo asociado a los arroyos causados por las tormentas. Afectación en infraestructura urbana, de instituciones educativas, hospitalarias, bienes particulares, en redes de servicios públicos.Afectación temporal de la actividad comercial del sector.
1017Cities 202143970Alcaldía Distrital de BarranquillaColombiaLatin 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.2Storm and wind > Severe windYesDo not knowDo not knowIncreased resource demand; Increased risk to already vulnerable populationsCommercial; Education; Energy; Environment, biodiversity, forestry; Industrial; Residential; TourismChildren & youth; Elderly; Low-income households; Persons living in sub-standard housingDo not knowDo not knowDo not knowEn Barranquilla se da un incremento paulatino de los vientos alisios durante los primeros días de la época seca (Diciembre-abril), obteniéndose valores máximos de velocidad del viento de 35 nudos (1852 m/h), afectando a las personas, bienes materiales particulares como: vehículos, edificaciones vecinas, muebles y enceres de oficina y mobiliario urbano. En bienes materiales colectivos como Instituciones educativas, de salud y hogares de paso por caídas de cubiertas. Bienes de producción: se afectan establecimientos comerciales por caídas de cubiertas y otro tipo de estructuras. Bienes ambientales: se afecta bienes ecosistemicos del sector .
1018Cities 202143970Alcaldía Distrital de BarranquillaColombiaLatin 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.3Mass movement > LandslideYesDo not knowDo not knowIncreased resource demand; Population displacementLand use planning; ResidentialOther, please specify: Población de estrato medio y bajoDecreasingNot expected to happen in the futureDo not knowEl riesgo por movimiento en masa es el que mayor área de territorio urbano afecta (3041 Ha.) ha sido ampliamente caracterizado y definidas las acciones para su tratamiento en el plan de manejo integral de laderas (2015) y en el plan integral de gestión del riesgo en el distrito.
1019Cities 202143975Municipalidad de Magdalena del MarPeruLatin 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.1Water Scarcity > DroughtYesMedium HighMedium HighIncreased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsOther, please specify: ÁREAS VERDES; Water supply & sanitationChildren & youth; Elderly; Other, please specify: PERSONAS QUE REQUIEREN ÁREA VERDES PARA EL ESPARCIMIENTO Y RECREACIÓN; Women & girlsIncreasingIncreasingMediumMedium-term (2026-2050)En el distrito para el mantenimiento y conservación de las áreas verdes se tiene la siguiente distribución en el riego: un (10%) riego por canales, (70%) riego con cisterna, (20%) riego con agua potable; en donde la mayor proporción es mediante el agua de pozo y el agua potable. Por ello cuando hubo la afectación del fenómeno del niño en el país, hubo una repercusión también en el distrito, causando la escasez de agua tanto para las áreas verdes como para la población. A futuro se espera optimizar la forma de riego, y lograr la reserva de agua para el mantenimiento y conservación usando tecnologías sostenibles.
1020Cities 202143975Municipalidad de Magdalena del MarPeruLatin 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.2Extreme hot temperature > Heat waveYesMedium HighMedium HighIncreased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsResidentialChildren & youth; Elderly; Persons living in sub-standard housing; Women & girlsIncreasingIncreasingMediumShort-term (by 2025)Debido al aumento de temperatura por el fenómeno del niño y el cambio climático en estos últimos año en las épocas de verano se evidencias las olas de calor que se intensifican en horas de la tarde perjudicando algunos sectores identificados del distrito, asimismo a la población y al personal de limpieza pública, áreas verdes y Serenazgo. Para lo cual se espera extender las medidas sostenibles para la reducción de este riesgo
1021Cities 202143975Municipalidad de Magdalena del MarPeruLatin 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.3Flood and sea level rise > Coastal floodYesHighHighIncreased risk to already vulnerable populationsEnvironment, biodiversity, forestry; Residential; Tourism; TransportElderly; Persons with disabilities; Women & girlsIncreasingIncreasingHighShort-term (by 2025)En cuanto al Aumento del Nivel del Mar, la vulnerabilidad es alta pues se prevé que el nivel del mar aumentará progresivamente y la infiltración del agua salada puede afectar las bases de las edificaciones, la tierra cercana y las reservas de pozos de agua dulce que tiene el distrito, además de la vulnerabilidad a los oleajes que enfrenta la Playa Marbella .
1022Cities 202144077Kampala CityUgandaAfrica2. 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.1Flood and sea level rise > Flash / surface floodYesHighHighFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public servicesCommercial; Energy; Public health; Residential; Transport; Waste management; Water supply & sanitationChildren & youth; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with disabilities; Unemployed personsIncreasingIncreasingHighImmediatelyDamage on transport network, flood water has led to increased destruction of roads through washing them away and reducing their productive time Destruction of property, this through destruction of residential houses and business infrastructure hence affecting quality of people living in prone areas Increased incidence of water borne diseases due to contamination of water sources with sewage that is released by communities with poor toilet/latrine facilities. This ends up in the water sources like wells where communities fetch water.
1023Cities 202144077Kampala CityUgandaAfrica2. 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.2Extreme hot temperature > Heat waveYesHighMediumIncreased demand for healthcare services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsCommercial; Environment, biodiversity, forestry; Food & agriculture; Industrial; Public health; Residential; Society / community & culture; Water supply & sanitationChildren & youth; Elderly; Low-income households; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingHighShort-term (by 2025)Hot days cause severe impacts on health of people and as well as lead to drying up of water sources within the City. This has also led to an Increase in heat stress related illnesses. From projections RCP 4.5 and 8.5 for Kampala there will be an increase of temperatures between 1.5C to 3 C which will intensify impacts like drying up of water sources, dust airpollution, effect on crop and livestock production. The increase will also increase heat related illnesses.
1024Cities 202144077Kampala CityUgandaAfrica2. 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.3Extreme Precipitation > Rain stormYesHighHighFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public servicesCommercial; Education; Emergency services; Energy; Environment, biodiversity, forestry; Food & agriculture; Industrial; Information & communications technology; Public health; Residential; Society / community & culture; Tourism; Transport; Waste management; Water supply & sanitationChildren & youth; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Unemployed personsIncreasingIncreasingMediumShort-term (by 2025)Heavy rain storms have impacted energy distribution infrastructure causing black outs among other s. The heavy rain storms have also led to falling of trees on people's houses, cars hence causing injuries and death in some cases. Heavy rains have led to weakening of buildings like wall fences that has led to falling of walls that has led to loss of property and lives.
1025Cities 202144080City of KitakyushuJapanEast 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.1Extreme Precipitation > Rain stormYesMediumMediumFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of traditional jobsCommercial; Environment, biodiversity, forestry; Food & agriculture; Industrial; Law & order; Public health; Residential; Society / community & culture; Transport; Waste management; Water supply & sanitationOther, please specify: 洪水、浸水の影響を受ける住民Do not knowDo not knowMediumShort-term (by 2025)昭和28年6月の北九州大水害(水防法第14条に定める想定最大規模降雨による河川の氾濫による浸水)平成11年台風18号による高潮災害(水防法第14条の3に定める想定し得る最大規模の高潮により発生が想定される浸水)
1026Cities 202144080City of KitakyushuJapanEast 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.2Extreme hot temperature > Extreme hot daysDo not knowMedium HighMedium HighIncreased demand for healthcare services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsElderlyIncreasingIncreasingMedium HighShort-term (by 2025)高温多湿の環境下で皮膚から熱を放散しきれず、体温調節がスムーズにいかなくなることで起きる、さまざまな障害を引き起こす「熱中症」に罹る。健康づくりアプリ「GO!GO! あるくっちゃ KitaQ」に、「熱中症情報」を表示。環境省「熱中症予防情報サイト」による「熱中症予防のための運動指針」の情報を3時間ごとに15時間先まで表示。
1027Cities 202144081Lusaka City CouncilZambiaAfrica2. 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.1Extreme Precipitation > Rain stormYesHighHighIncreased incidence and prevalence of disease and illnessEnergy; Land use planning; Water supply & sanitationElderly; Low-income households; Persons living in sub-standard housing; Persons with disabilitiesDo not knowDo not knowDo not knowImmediatelyflooding in peri-urban areas ( informal settlements that make up 70% of the population ) they do not have access to services. when the city floods these are the most impacted because there is an outbreak of water borne diseases such as cholera and now that the covid19 is near there are likely to be most affected
1028Cities 202144180Daegu Metropolitan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme hot temperature > Heat waveYesHighHighIncreased demand for healthcare servicesPublic healthElderly; Low-income householdsIncreasingIncreasingHighShort-term (by 2025)In order to solve health vulnerabilities, we are continuously carrying out support projects for the underprivileged (supply of bottled water in summer, air conditioners and air conditioner supplies)
1029Cities 202144184Ulsan Metropolitan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme Precipitation > Rain stormYesMediumMediumIncreased demand for public servicesEnvironment, biodiversity, forestry; Water supply & sanitationChildren & youth; Elderly; Low-income householdsIncreasingIncreasingMediumShort-term (by 2025)2016년 10월 태풍 차바의 영향으로 집중호우가 발생 3명이 숨지고 재산피해가 2,000억원으로 추산된다. 재난/재해분야 취약성 평가결과 홍수에 의한 기반시설 취약성이 높은것으로 평가 되었다
1030Cities 202144185Suwon CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme hot temperature > Heat waveYesMedium HighMedium HighIncreased demand for healthcare services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populationsEnergy; Food & agriculture; Public health; Water supply & sanitationElderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseasesIncreasingIncreasingHighImmediatelyIncreases in summer building energy use due to heat will increase greenhouse gas emissions. Heatwaves increase health risks to vulnerable populations. The increase in water usage due to the heat wave is expected to cause a disruption in water supply, and it is highly likely to be exposed to waterborne diseases due to high water temperatures.
1031Cities 202144185Suwon CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.2Extreme cold temperature > Cold waveYesMedium HighMedium HighIncreased resource demand; Increased risk to already vulnerable populationsEnergy; Public healthElderly; Low-income households; Persons living in sub-standard housingIncreasingIncreasingHighImmediatelyThe increase in building energy use in winter due to cold weather will increase greenhouse gas emissions. Cold waves increase the health risks of people with poor health and low-income people with poor living conditions. In particular, the elderly are at greater risk of developing cardiovascular diseases if they are exposed to rapid temperature changes.
1032Cities 202144187Goyang CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme hot temperature > Heat waveYesMedium HighMedium HighIncreased demand for healthcare services; Increased demand for public services; Increased risk to already vulnerable populationsFood & agriculture; Public health; Residential; Water supply & sanitationElderly; Low-income households; Marginalized groupsIncreasingIncreasingHighImmediatelyExtremely hot days are rising. If Goyang City continues to emit GHG at the current pace, the average annual temperature is expected to rise by more than 1.6℃ in 2040year.
1033Cities 202144187Goyang CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.2Extreme Precipitation > Rain stormYesMedium HighMedium HighIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsEnvironment, biodiversity, forestry; Land use planning; Public health; Water supply & sanitationElderly; Low-income households; Marginalized groups; Persons living in sub-standard housingIncreasingIncreasingHighImmediatelyAccording to the vulnerability assessment study, Rain storm are found to be more dangerous in the water management sector.
1034Cities 202144191Ansan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme hot temperature > Heat waveYesMedium HighMedium HighIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populations; Loss of tax base to support public servicesEmergency services; Energy; Environment, biodiversity, forestry; Food & agriculture; Public health; Residential; Water supply & sanitationChildren & youth; Elderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingHighImmediatelyIn addition to death when exposed to heat waves, diseases such as sunstroke, heat exhaustion, and heat exhaustion appear due to high temperatures.Due to the increase in the number of days of heat wave, there is a risk of large-scale power outages in summer due to the use of air condition
1035Cities 202144191Ansan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.2Flood and sea level rise > Flash / surface floodNoMediumMediumIncreased demand for healthcare services; Increased demand for public services; Increased risk to already vulnerable populationsEmergency services; Environment, biodiversity, forestry; Food & agriculture; Public health; Residential; Water supply & sanitationElderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingMedium HighMedium-term (2026-2050)Due to heavy rain in a short period of time, the threat caused by flooding of infrastructure, landslides, and the collapse of steep slopes are causing damage to life and property.
1036Cities 202144191Ansan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.3Biological hazards > Air-borne diseaseNoMedium HighMediumIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illnessIndustrial; Public healthChildren & youth; Elderly; Low-income households; Marginalized groups; Persons with chronic diseasesIncreasingIncreasingMedium HighShort-term (by 2025)The increase in respiratory disease and death rate is caused by the increase in ultrafine dust due to the increase in greenhouse gases and the use of fossil fuels. Respiratory infections caused by various viruses such as bird flu and coronavirus due to changes in the environment.
1037Cities 202144191Ansan CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.4Biological hazards > Insect infestationNoMediumMediumIncreased demand for healthcare services; Increased demand for public servicesEnvironment, biodiversity, forestry; Food & agriculture; Residential; Society / community & cultureElderly; Other, please specify: agriculturistIncreasingIncreasingMedium HighMedium-term (2026-2050)Due to climate change, forest and agriculture are affected by increased insect pests. Changes in the habitat of insects, plants, and animals cause ecological disturbances due to reduced biodiversity.
1038Cities 202144196Hwaseong CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.0
1039Cities 202144205Gwangmyeong CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Extreme hot temperature > Heat waveNoLowLowIncreased risk to already vulnerable populationsPublic healthElderlyDo not knowDo not knowLowLong-term (after 2050)
1040Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Flood and sea level rise > Coastal floodNoMedium HighMedium LowFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public services; Increased resource demand; Increased risk to already vulnerable populations; Loss of traditional jobs; Migration from rural areas to citiesEmergency services; Land use planning; Residential; TourismElderly; Indigenous population; Persons living in sub-standard housingIncreasingIncreasingMedium HighMedium-term (2026-2050)Yeosu is a coastal city, and there is a high risk of coastal erosion due to sea level rise.Due to climate change, sea level rise is expected to affect local housing and land.Recently, when it rains heavily in some low-lying areas, the effect of erosion of agricultural land is occurring.Due to the nature of the city located on the coast, the risk of coastal flooding is expected to be high.
1041Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.2Biological hazards > Water-borne diseaseNoLowMediumIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populationsEmergency services; Food & agriculture; Public health; Tourism; Water supply & sanitationChildren & youth; Elderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingMediumMedium-term (2026-2050)Yeosu is a maritime tourism city, attracting many tourists.There are many tourists and citizens visiting restaurants and grocery stores.Accordingly, there is a high risk of the impact and spread of water-borne diseases due to climate change.
1042Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.3Mass movement > LandslideNoMediumMediumIncreased demand for public services; Increased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public servicesEmergency services; Environment, biodiversity, forestry; Industrial; Land use planning; Residential; Tourism; Waste managementElderly; Indigenous population; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with disabilitiesIncreasingIncreasingMediumMedium-term (2026-2050)Yeosu is an area outside the city center, and development is continuing. Therefore, development is being carried out not only on flat land but also on mountainside.Also, since the topography of the city is mountainous, there is a high risk of landslides if it rains heavily.
1043Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.4Storm and wind > Severe windDo not knowMedium HighMediumIncreased demand for healthcare services; Increased demand for public services; Increased resource demand; Loss of tax base to support public servicesCommercial; Emergency services; Residential; Society / community & culture; TourismLow-income households; Persons living in sub-standard housingIncreasingIncreasingMediumMedium-term (2026-2050)Yeosu is a city built along the coast and is directly affected by the wind by typhoons and storms due to climate change.Therefore, there is concern about damage caused by strong winds to not only houses but also rural areas.
1044Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.5Extreme hot temperature > Heat waveYesHighHighIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of tax base to support public services; Population displacementCommercial; Emergency services; Energy; Food & agriculture; Industrial; Public health; Residential; Tourism; Water supply & sanitationElderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingHighImmediatelyThe number of days of summer heat is gradually increasing, and the intensity is also increasing.As the elderly population is increasing, the health of the elderly and children may be affected if there is no proper response to the heat wave.
1045Cities 202144210Yeosu CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.6Chemical change > Ocean acidificationYesHighHighIncreased conflict and/or crime; Increased resource demand; Loss of tax base to support public services; Loss of traditional jobs; Migration from rural areas to citiesEnvironment, biodiversity, forestry; Food & agriculture; Society / community & culture; TourismIndigenous populationIncreasingIncreasingMedium HighImmediatelyAs a coastal city, Yeosu is a city for fisheries and marine tourism.Although the fishery industry has developed in the sea rich in fish, shellfish, and seaweed, the fishery industry is losing its competitiveness due to recent ocean acidification.Although efforts are being made to drop artificial reefs, transplant seaweeds, and expand aquaculture farms, there is a lot of damage to the fishery industry due to ocean acidification.
1046Cities 202144299Dangjin CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.1Biological hazards > Air-borne diseaseNoLowLowIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased risk to already vulnerable populations; Loss of traditional jobsPublic health; Society / community & cultureChildren & youth; Elderly; Low-income households; Marginalized groups; Persons with chronic diseases; Persons with disabilitiesIncreasingIncreasingMedium LowShort-term (by 2025)
1047Cities 202144299Dangjin CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.2Biological hazards > Water-borne diseaseNoLowLowIncreased demand for healthcare services; Increased demand for public services; Increased resource demand; Increased risk to already vulnerable populations; Loss of traditional jobsCommercial; Environment, biodiversity, forestry; Food & agriculture; Public health; Residential; Water supply & sanitationChildren & youth; Elderly; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilitiesNoneNoneLowLong-term (after 2050)
1048Cities 202144299Dangjin CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.3Extreme hot temperature > Heat waveYesHighHighIncreased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of traditional jobs; Population displacementCommercial; Education; Energy; Environment, biodiversity, forestry; Food & agriculture; Public health; Residential; Society / community & culture; Tourism; Transport; Water supply & sanitationChildren & youth; Elderly; Indigenous population; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilities; Women & girlsIncreasingIncreasingHighImmediately○ Increase in heat-related diseases among infants, the elderly, and the disabled○ Increase in crop and livestock damage caused by the heat wave○ Change of local ecosystem due to abnormal temperature according to average temperature increase, etc.
1049Cities 202144299Dangjin CityRepublic of KoreaEast Asia2. Climate Hazards and VulnerabilityClimate Hazards2.1Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact.4Extreme cold temperature > Cold waveYesMedium HighMedium HighFluctuating socio-economic conditions; Increased demand for healthcare services; Increased demand for public services; Increased incidence and prevalence of disease and illness; Increased resource demand; Increased risk to already vulnerable populations; Loss of traditional jobs; Population displacementCommercial; Energy; Environment, biodiversity, forestry; Food & agriculture; Public health; Residential; Society / community & culture; Tourism; Water supply & sanitationChildren & youth; Elderly; Indigenous population; Low-income households; Marginalized groups; Persons living in sub-standard housing; Persons with chronic diseases; Persons with disabilities; Unemployed persons; Women & girlsIncreasingIncreasingMedium HighImmediately○ Increase of cold wave diseases among infants, the elderly, and the disabled○ Increase in crop and livestock damage caused by cold weather○ Change of local ecosystem due to abnormal temperature according to average temperature increase, etc.
1050Cities 202145219Município de AparecidaBrazilLatin 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.0

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created Dec 23 2021

updated Dec 23 2021

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The dataset contains 2021 data on cities' climate hazards, reported by cities through the CDP-ICLEI Unified Reporting System in response to question 2.1 (" Please 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.") in the 2021 Cities questionnaire. View cities questionnaire guidance at https://www.cdp.net/en/guidance/guidance-for-cities. Please contact cities@cdp.net if you have any questions.
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’.
For further guidance on how to reference this data for use in external publications, please refer to the Open Data Portal Terms of Use available on the homepage.

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