0000000000006268

AUTHOR

Yasushi Honda

showing 18 related works from this author

Air conditioning and heat-related mortality: a multi-country longitudinal study

2020

Background: Air conditioning has been proposed as one of the key factors explaining reductions of heat-related mortality risks observed in the last decades. However, direct evidence is still limited. Methods: We used a multi-country, multi-city, longitudinal design to quantify the independent role of air conditioning in reported attenuation in risk. We collected daily time series of mortality, mean temperature, and yearly air conditioning prevalence for 311 locations in Canada, Japan, Spain, and the USA between 1972 and 2009. For each city and sub-period, we fitted a quasi-Poisson regression combined with distributed lag non-linear models to estimate summer-only temperature–mortality associ…

Distributed lagCanadaLongitudinal studyMultivariate statisticsHot TemperatureEpidemiologyPoison control01 natural sciences1117 Public Health and Health Services010104 statistics & probability03 medical and health sciences0302 clinical medicineJapanHumansAir ConditioningLongitudinal Studies030212 general & internal medicineMortality0101 mathematicsMean radiant temperaturebusiness.industry0104 StatisticsRegressionSpainAir conditioningRelative riskEnvironmental sciencebusinessDemographyEpidemiology
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Suicide and Ambient Temperature: A Multi-Country Multi-City Study

2019

Background: Previous literature suggests that higher ambient temperature may play a role in increasing the risk of suicide. However, no multi-country study has explored the shape of the association and the role of moderate and extreme heat across different locations. Objectives: We examined the short-term temperature–suicide relationship using daily time-series data collected for 341 locations in 12 countries for periods ranging from 4 to 40 y. Methods: We conducted a two-stage meta-analysis. First, we performed location-specific time-stratified case-crossover analyses to examine the temperature–suicide association for each location. Then, we used a multivariate meta-regression to combine t…

RiskCanadaHot TemperatureHealth Toxicology and MutagenesisPhilippinesMEDLINETaiwan010501 environmental sciencesTemperature a01 natural sciences03 medical and health sciencesSouth Africa0302 clinical medicineJapanRisk FactorsEnvironmental healthBrazil; Canada; Cities; Hot Temperature; Humans; Japan; Philippines; Republic of Korea; Risk; South Africa; Spain; Suicide; Switzerland; Taiwan; United Kingdom; United States; VietnamRepublic of KoreaShort-term temperature–suicide relationshipHumans030212 general & internal medicineCities0105 earth and related environmental sciencesAmbient TemperatureExtramuralResearchPublic Health Environmental and Occupational HealthTemperatureUnited KingdomUnited States3. Good healthSuicideGeographyVietnam13. Climate actionSpainDisease SusceptibilityBrazilSwitzerlandMulti countryEnvironmental Health Perspectives
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Global, regional, and national burden of mortality associated with non-optimal ambient temperatures from 2000 to 2019: a three-stage modelling study

2021

Background: Exposure to cold or hot temperatures is associated with premature deaths. We aimed to evaluate the global, regional, and national mortality burden associated with non-optimal ambient temperatures. Methods: In this modelling study, we collected time-series data on mortality and ambient temperatures from 750 locations in 43 countries and five meta-predictors at a grid size of 0·5° × 0·5° across the globe. A three-stage analysis strategy was used. First, the temperature–mortality association was fitted for each location by use of a time-series regression. Second, a multivariate meta-regression model was built between location-specific estimates and meta-predictors. Finally, the gri…

Multivariate statisticsHot TemperatureHealth (social science)Grid sizeMedicine (miscellaneous)mortality ratemedical researchtemperature mortalityBackground exposureGE1-350residentBurden of MortalityAmbient temperature610 Medicine & healthThree stageHealth PolicyMortality rateadultpublic healthTemperaturearticlePublic Health Global Health Social Medicine and EpidemiologyCold TemperatureGeographyfemaleModelling Studyweatherenvironmental temperatureAvaliação do Risco360 Social problems & social servicesNon-optimal Ambient TemperaturesAsiaClimate Change610 Medicine & healthEastern Europemale360 Social problems & social servicescontrolled studyhumanMortalityNational healthAustraliaPublic Health Environmental and Occupational Healthmajor clinical studyEnvironmental sciencesPremature deathFolkhälsovetenskap global hälsa socialmedicin och epidemiologiAfrica south of the SaharaResearch counciltime series analysiscold stressheatDeterminantes da Saúde e da DoençaDemography
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How urban characteristics affect vulnerability to heat and cold: a multi-country analysis

2019

Background The health burden associated with temperature is expected to increase due to a warming climate. Populations living in cities are likely to be particularly at risk, but the role of urban characteristics in modifying the direct effects of temperature on health is still unclear. In this contribution, we used a multi-country dataset to study effect modification of temperature–mortality relationships by a range of city-specific indicators. Methods We collected ambient temperature and mortality daily time-series data for 340 cities in 22 countries, in periods between 1985 and 2014. Standardized measures of demographic, socio-economic, infrastructural and environmental indicators were d…

Hot TemperatureEpidemiologyClimateVulnerability010501 environmental sciencesEnvironmentAffect (psychology)01 natural sciencesBody Temperature03 medical and health sciences0302 clinical medicineRisk FactorsEnvironmental health11. SustainabilitycitiesHumansBody temperature030212 general & internal medicineBuilt EnvironmentCitiesMortalityclimate0105 earth and related environmental sciencesTemperaturesEmotional vulnerability1. No povertyTemperatureGeneral MedicinePlantsHeatmortality3. Good healthCold TemperatureGeographySocioeconomic Factors13. Climate actionGreen Space and PollutionepidemiologyheatMulti country
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Quantifying Excess Deaths Related to Heatwaves under Climate Change Scenarios: A multicountry time series modelling study

2018

Background: Heatwaves are a critical public health problem. There will be an increase in the frequency and severity of heatwaves under changing climate. However, evidence about the impacts of climate change on heatwave-related mortality at a global scale is limited. Methods and findings: We collected historical daily time series of mean temperature and mortality for all causes or nonexternal causes, in periods ranging from January 1, 1984, to December 31, 2015, in 412 communities within 20 countries/regions. We estimated heatwave–mortality associations through a two-stage time series design. Current and future daily mean temperature series were projected under four scenarios of greenhouse g…

Greenhouse EffectAtmospheric ScienceTime Factors010504 meteorology & atmospheric sciencesHot temperature010501 environmental sciences01 natural sciencesGeographical LocationsJapanRisk FactorsCause of Death11. SustainabilityMedicine and Health SciencesPublic and Occupational Healthskin and connective tissue diseasesHeat related mortalityClimatologyTemperaturesRGeneral MedicineEuropeChemistryclimate changeClimatologyPhysical SciencesMedicineBehavioral and Social Aspects of HealthRisk assessmentResearch ArticleEnvironmental Monitoringcarbon footprintDeath RatesClimate ChangeClimate changemacromolecular substancesColombiaRisk AssessmentGreenhouse GasesArbetsmedicin och miljömedicinPopulation MetricsGeneral & Internal MedicineHeat-related mortalitydeathEnvironmental ChemistryHumanscontrolled studyhuman0105 earth and related environmental sciencesBehaviorPopulation BiologyEcology and Environmental SciencesGlobal warmingMUDANÇA CLIMÁTICABiology and Life SciencesEnvironmental ExposureOccupational Health and Environmental HealthMoldovaTime series modellingMoldovamortalitytime series analysisuncertaintyUnited StatesMulticenter study13. Climate actionAtmospheric ChemistryGreenhouse gasPeople and PlacesEarth SciencesEnvironmental scienceClimate modeldisease simulationsense organsEnvironmental SciencesClimate Modeling
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Short term association between ozone and mortality: global two stage time series study in 406 locations in 20 countries

2020

Objective To assess short term mortality risks and excess mortality associated with exposure to ozone in several cities worldwide. Design Two stage time series analysis. Setting 406 cities in 20 countries, with overlapping periods between 1985 and 2015, collected from the database of Multi-City Multi-Country Collaborative Research Network. Population Deaths for all causes or for external causes only registered in each city within the study period. Main outcome measures Daily total mortality (all or non-external causes only). Results A total of 45 165 171 deaths were analysed in the 406 cities. On average, a 10 µg/m3 increase in ozone during the current and previous day was associated with a…

OzoneClimate ChangeInternational CooperationShort term mortality610 Medicine & health010501 environmental sciencesGlobal Health01 natural sciences03 medical and health scienceschemistry.chemical_compoundArbetsmedicin och miljömedicin0302 clinical medicineOzone360 Social problems & social servicesEnvironmental healthAir PollutionHumans030212 general & internal medicineTime series studyCitiesMortality610 Medicine & health0105 earth and related environmental sciencesExcess mortalitySeries (stratigraphy)Ar e Saúde OcupacionalResearchGeneral MedicineOccupational Health and Environmental HealthEnvironmental ExposureTerm (time)Environmental PolicyGeographychemistryMulticenter studyAir qualityStage (hydrology)SeasonsDeterminantes da Saúde e da Doença360 Social problems & social services
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Short term associations of ambient nitrogen dioxide with daily total, cardiovascular, and respiratory mortality: multilocation analysis in 398 cities

2021

Objective To evaluate the short term associations between nitrogen dioxide (NO2) and total, cardiovascular, and respiratory mortality across multiple countries/regions worldwide, using a uniform analytical protocol. Design Two stage, time series approach, with overdispersed generalised linear models and multilevel meta-analysis. Setting 398 cities in 22 low to high income countries/regions. Main outcome measures Daily deaths from total (62.8 million), cardiovascular (19.7 million), and respiratory (5.5 million) causes between 1973 and 2018. Results On average, a 10 μg/m3 increase in NO2 concentration on lag 1 day (previous day) was associated with 0.46% (95% confidence interval 0.36% to 0.5…

OzoneNitrogen DioxideRespiratory Tract Diseases610 Medicine & healthAir Pollutants; Air Pollution; Cardiovascular Diseases; Cities; Developed Countries; Developing Countries; Environmental Exposure; Global Health; Humans; Linear Models; Nitrogen Dioxide; Respiratory Tract Diseases; Urban HealthRespiratory MortalityHealth benefitsGlobal HealthArbetsmedicin och miljömedicinchemistry.chemical_compound360 Social problems & social servicesCardiovascular MortalityAir PollutionHumansMedicineAmbient Nitrogen DioxideNitrogen dioxideCitiesRespiratory system610 Medicine & healthDeveloping CountriesMCCAir Pollutantsbusiness.industryResearchDeveloped CountriesUrban HealthEnvironmental ExposureOccupational Health and Environmental HealthGeneral MedicineEnvironmental exposureConfidence intervalTerm (time)Increased riskchemistryambient nitrogen dioxideCardiovascular DiseasesLinear ModelsRespiratory mortalityDeterminantes da Saúde e da Doençabusiness360 Social problems & social servicesDaily MortalityDemography
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Seasonality of suicide: a multi-country multi-community observational study.

2020

Aims We aimed to investigate the heterogeneity of seasonal suicide patterns among multiple geographically, demographically and socioeconomically diverse populations. Methods Weekly time-series data of suicide counts for 354 communities in 12 countries during 1986–2016 were analysed. Two-stage analysis was performed. In the first stage, a generalised linear model, including cyclic splines, was used to estimate seasonal patterns of suicide for each community. In the second stage, the community-specific seasonal patterns were combined for each country using meta-regression. In addition, the community-specific seasonal patterns were regressed onto community-level socioeconomic, demographic and …

MalePeriodicityHot TemperatureEpidemiologyClimate610 Medicine & healthTrough (economics)Suicide preventionsocioeconomicSocioeconomic360 Social problems & social servicesSeasonal suicide patternsmedicineHumansSex Distribution610 Medicine & healthSocioeconomic statusseasonalityPublic Health Environmental and Occupational HealthOriginal ArticlesSeasonalitymedicine.diseaseConfidence intervalCold TemperaturePsychiatry and Mental healthSuicideGeographySocioeconomic FactorsClimate; heterogeneity; seasonality; socioeconomic; suicide; Cold Temperature; Female; Hot Temperature; Humans; Male; Periodicity; Sex Distribution; Socioeconomic Factors; Suicide; SeasonsRelative riskObservational studyFemaleSeasonsheterogeneity360 Social problems & social servicesDemographyMulti country
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Predicted temperature-increase-induced global health burden and its regional variability

2019

An increase in the global health burden of temperature was projected for 459 locations in 28 countries worldwide under four representative concentration pathway scenarios until 2099. We determined that the amount of temperature increase for each 100 ppm increase in global CO2 concentrations is nearly constant, regardless of climate scenarios. The overall average temperature increase during 2010–2099 is largest in Canada (1.16 °C/100 ppm) and Finland (1.14 °C/100 ppm), while it is smallest in Ireland (0.62 °C/100 ppm) and Argentina (0.63 °C/100 ppm). In addition, for each 1 °C temperature increase, the amount of excess mortality is increased largely in tropical countries such as Vietnam (10.…

010504 meteorology & atmospheric sciencesvulnerabilityVulnerabilityHot temperatureprojection010501 environmental sciencesGlobal Health01 natural sciencesGlobal WarmingRegional variationHot TemperatureAnimal scienceElderly populationPhysical Sciences and MathematicsGlobal healthHumansClimate changeProjectionMortalitylcsh:Environmental sciences0105 earth and related environmental sciencesGeneral Environmental Sciencelcsh:GE1-350Excess mortalityTemperatureregional variationPublic Health Global Health Social Medicine and EpidemiologyAtmospheric temperature rangemortality3. Good healthFolkhälsovetenskap global hälsa socialmedicin och epidemiologiclimate changeRegional variationAvaliação do Impacte em Saúde13. Climate actionEnvironmental scienceDeterminantes da Saúde e da DoençaForecasting
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Air Conditioning and Heat-related Mortality

2020

Background: Air conditioning has been proposed as one of the key factors explaining reductions of heat-related mortality risks observed in the last decades. However, direct evidence is still limited. Methods: We used a multi-country, multi-city, longitudinal design to quantify the independent role of air conditioning in reported attenuation in risk. We collected daily time series of mortality, mean temperature, and yearly air conditioning prevalence for 311 locations in Canada, Japan, Spain, and the USA between 1972 and 2009. For each city and sub-period, we fitted a quasi-Poisson regression combined with distributed lag non-linear models to estimate summer-only temperature–mortality associ…

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Mortality risk attributable to wildfire-related PM2·5 pollution: a global time series study in 749 locations

2021

Summary Background Many regions of the world are now facing more frequent and unprecedentedly large wildfires. However, the association between wildfire-related PM2·5 and mortality has not been well characterised. We aimed to comprehensively assess the association between short-term exposure to wildfire-related PM2·5 and mortality across various regions of the world. Methods For this time series study, data on daily counts of deaths for all causes, cardiovascular causes, and respiratory causes were collected from 749 cities in 43 countries and regions during 2000–16. Daily concentrations of wildfire-related PM2·5 were estimated using the three-dimensional chemical transport model GEOS-Chem …

PollutionHealth (social science)all cause mortalitymedia_common.quotation_subjectPopulationMedicine (miscellaneous)610 Medicine & healthPM2.5medical researchwildfirehealth hazard360 Social problems & social servicescardiovascular mortalityEnvironmental healthMedicinecontrolled studyhumaneducation610 Medicine & healthMortality riskCardiovascular mortalitymedia_commonSeries (stratigraphy)education.field_of_studybusiness.industryHealth Policypublic healthPublic Health Environmental and Occupational Healtharticlerisk assessmentPublic Health Global Health Social Medicine and Epidemiologyshort term exposurePollutionFolkhälsovetenskap global hälsa socialmedicin och epidemiologiIncreased riskrisk factorcityRelative risktime series analysisAttributable riskPM 2·5 Pollutionmortality riskDeterminantes da Saúde e da DoençaGenotoxicidade Ambientalbusiness360 Social problems & social servicesGlobal timemeta analysis
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Erratum: “The Role of Humidity in Associations of High Temperature with Mortality: A Multicountry, Multicity Study”

2019

There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature.We aimed to clarify the potential contribution of humidity an addition to temperature in predicting daily mortality in summer by using a large multicountry dataset.In 445 cities in 24 countries, we fit a time-series regression model for summer mortality with a distributed lag nonlinear model (DLNM) for temperature (up to lag 3) and supplemented this with a range of terms for relative humidity (RH) and its interaction with temperature. City-specific as…

Hot Temperaturebusiness.industryHealth Toxicology and MutagenesisPublic Health Environmental and Occupational HealthHumidityHumidityEnvironmental ExposureNonlinear DynamicsEnvironmental healthMedicineHumansSeasonsErratumCitiesMortalitybusinessEnvironmental Health Perspectives
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Projecting Exposure to Extreme Climate Impact Events Across Six Event Categories and Three Spatial Scales

2020

Summarization: The extent and impact of climate‐related extreme events depend on the underlying meteorological, hydrological, or climatological drivers as well as on human factors such as land use or population density. Here we quantify the pure effect of historical and future climate change on the exposure of land and population to extreme climate impact events using an unprecedentedly large ensemble of harmonized climate impact simulations from the Inter‐Sectoral Impact Model Intercomparison Project phase 2b. Our results indicate that global warming has already more than doubled both the global land area and the global population annually exposed to all six categories of extreme events co…

010504 meteorology & atmospheric sciencesHYDROLOGICAL MODELSPopulation0207 environmental engineeringFLOOD RISKEnvironmental Sciences & Ecology02 engineering and technologySubtropics[SDU.STU.ME]Sciences of the Universe [physics]/Earth Sciences/Meteorology01 natural sciencesPopulation densityLatitudeClimate-related extreme events/dk/atira/pure/sustainabledevelopmentgoals/climate_actionEarth and Planetary Sciences (miscellaneous)SDG 13 - Climate ActionMeteorology & Atmospheric SciencesBURNED AREAGLOBAL CROP PRODUCTIONGeosciences Multidisciplinary020701 environmental engineeringeducation0105 earth and related environmental sciencesGeneral Environmental ScienceEvent (probability theory)education.field_of_studyScience & TechnologyLand useGlobal warmingGlobal warmingVEGETATION MODEL ORCHIDEEGeology15. Life on landTERRESTRIAL CARBON BALANCE13. Climate actionClimatologyPhysical SciencesTROPICAL CYCLONE ACTIVITYHURRICANE INTENSITYEnvironmental scienceTropical cycloneINTERANNUAL VARIABILITYLife Sciences & BiomedicineEnvironmental SciencesINCORPORATING SPITFIRE
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Ambient carbon monoxide and daily mortality:a global time-series study in 337 cities

2021

Background Epidemiological evidence on short-term association between ambient carbon monoxide (CO) and mortality is inconclusive and limited to single cities, regions, or countries. Generalisation of results from previous studies is hindered by potential publication bias and different modelling approaches. We therefore assessed the association between short-term exposure to ambient CO and daily mortality in a multicity, multicountry setting. Methods We collected daily data on air pollution, meteorology, and total mortality from 337 cities in 18 countries or regions, covering various periods from 1979 to 2016. All included cities had at least 2 years of both CO and mortality data. We estimat…

medicine.medical_specialtyHealth (social science)OzoneAir pollutionMedicine (miscellaneous)Time Series610 Medicine & health010501 environmental sciencesmedicine.disease_cause01 natural sciencesDaily mortalityArbetsmedicin och miljömedicin03 medical and health scienceschemistry.chemical_compound0302 clinical medicine360 Social problems & social servicesAir PollutionEnvironmental healthEpidemiologyRisk of mortalitymedicineHumansNitrogen dioxide030212 general & internal medicineCities610 Medicine & healthAir quality indexlcsh:Environmental sciences0105 earth and related environmental sciencesMCClcsh:GE1-350PollutantAir PollutantsCarbon MonoxideHealth PolicyPublic Health Environmental and Occupational HealthPublic Health Global Health Social Medicine and EpidemiologyOccupational Health and Environmental HealthParticulatesAmbient carbon monoxideFolkhälsovetenskap global hälsa socialmedicin och epidemiologicarbon monoxide mortalitychemistryCardiovascular DiseasesEnvironmental scienceDeterminantes da Saúde e da DoençaGenotoxicidade Ambiental360 Social problems & social services
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The role of humidity in associations of high temperature with mortality: A multicountry, multicity study

2019

BACKGROUND: There is strong experimental evidence that physiologic stress from high temperatures is greater if humidity is higher. However, heat indices developed to allow for this have not consistently predicted mortality better than dry-bulb temperature. OBJECTIVES: We aimed to clarify the potential contribution of humidity an addition to temperature in predicting daily mortality in summer by using a large multicountry dataset. METHODS: In 445 cities in 24 countries, we fit a time-series regression model for summer mortality with a distributed lag nonlinear model (DLNM) for temperature (up to lag 3) and supplemented this with a range of terms for relative humidity (RH) and its interaction…

Health Toxicology and MutagenesisHot temperature010501 environmental sciencesAtmospheric sciences01 natural sciencesrelative humidity (RH)Hot Temperature03 medical and health sciencesArbetsmedicin och miljömedicin0302 clinical medicineHeat-related mortality030212 general & internal medicineMortality trends0105 earth and related environmental sciencesHeat related mortalitydistributed lag nonlinear model (DLNM)TemperaturesExtramuralResearchPublic Health Environmental and Occupational Healthhumidityfood and beveragesHumidityOccupational Health and Environmental Healthmortalityhumanities3. Good health13. Climate actionEnvironmental science
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Projections of temperature-related excess mortality under climate change scenarios.

2017

Background: Climate change can directly affect human health by varying exposure to non-optimal outdoor temperature. However, evidence on this direct impact at a global scale is limited, mainly due to issues in modelling and projecting complex and highly heterogeneous epidemiological relationships across different populations and climates. Methods: We collected observed daily time series of mean temperature and mortality counts for all causes or non-external causes only, in periods ranging from Jan 1, 1984, to Dec 31, 2015, from various locations across the globe through the Multi-Country Multi-City Collaborative Research Network. We estimated temperature–mortality relationships through a tw…

Health (social science)Climate Research010504 meteorology & atmospheric sciencesHot temperatureMedicine (miscellaneous)Climate change010501 environmental sciencesGreenhouse effect01 natural sciencesArticleHot TemperatureKlimatforskningHuman healthArbetsmedicin och miljömedicinHeat-related mortality11. SustainabilityClimate changeGreenhouse effectlcsh:Environmental sciences0105 earth and related environmental sciencesHeat related mortalityExcess mortalitylcsh:GE1-350TemperaturesHealth PolicyPublic Health Environmental and Occupational Healthfood and beverageshealthOccupational Health and Environmental HealthglobalCarbon footprint3. Good healthOutdoor temperatureGeographyclimate change13. Climate actionClimatologysense organsPublic Health
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Temperature-related mortality impacts under and beyond Paris Agreement climate change scenarios.

2018

The Paris Agreement binds all nations to undertake ambitious efforts to combat climate change, with the commitment to hold warming well below 2 degrees C in global mean temperature (GMT), relative to pre-industrial levels, and to pursue efforts to limit warming to 1.5 degrees C. The 1.5 degrees C limit constitutes an ambitious goal for which greater evidence on its benefits for health would help guide policy and potentially increase the motivation for action. Here we contribute to this gap with an assessment on the potential health benefits, in terms of reductions in temperature-related mortality, derived from the compliance to the agreed temperature targets, compared to more extreme warmin…

Atmospheric Science010504 meteorology & atmospheric sciencesNatural resource economicsVulnerabilityClimate changeDistribution (economics)010501 environmental sciencesHealth benefits01 natural sciencesArticleArbetsmedicin och miljömedicinClimate changeMean radiant temperatureMortality0105 earth and related environmental sciencesProjectionsClimate zonesGlobal and Planetary Changebusiness.industryTemperatureOccupational Health and Environmental HealthLimiting13. Climate actionEnvironmental scienceClimatechangebusiness
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Land area fractions and population fractions exposed to extreme climate impact events derived from ISIMIP2b output data

2020

This dataset contains the land area fractions and population fractions exposed ('le' for land exposed and 'pe' for population exposed) to the following six extreme climate impact events: crop failures (lec/pec), drought (led/ped), heatwaves (leh/peh), river floods (ler/per), tropical cyclones (let/pet) and wildfire (lew/pew). It is the data behind Lange et al., 2020. The data are provided on a global 0.5° grid and in annual time steps. It was derived from multi-model climate impacts simulations generated within the second round (ISIMIP2b, https://www.isimip.org/protocol/2b, Frieler et al., 2017) of the Intersectoral Impact Model Intercomparison Project (ISIMIP, https://www.isimip.org). The …

EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > TROPICAL CYCLONESEARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FAMINEEARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > WILDFIRESEARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > HEATEARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FLOODSEARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > DROUGHTS
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