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Zhou E, Zhang L, He L, Xiao Y, Zhang K, Luo B. Cold exposure, gut microbiota and health implications: A narrative review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 916:170060. [PMID: 38242473 DOI: 10.1016/j.scitotenv.2024.170060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 01/07/2024] [Accepted: 01/08/2024] [Indexed: 01/21/2024]
Abstract
Temperature has been recognized as an important environmental factor affecting the composition and function of gut microbiota (GM). Although research on high-temperature impacts has been well studied, knowledge about the effect of cold exposure on GM remains limited. This narrative review aims to synthesize the latest scientific findings on the impact of cold exposure on mammalian GM, and its potential health implications. Chronic cold exposure could disrupt the α-diversity and the composition of GM in both experimental animals and wild-living hosts. Meanwhile, cold exposure could impact gut microbial metabolites, such as short-chain fatty acids. We also discussed plausible biological pathways and mechanisms by which cold-induced changes may impact host health, including metabolic homeostasis, fitness and thermogenesis, through the microbiota-gut-brain axis. Intriguingly, alterations in GM may provide a tool for favorably modulating the host response to the cold temperature. Finally, current challenges and future perspectives are discussed, emphasizing the need for translational research in humans. GM could be manipulated by utilizing nutritional strategies, such as probiotics and prebiotics, to deal with cold-related health issues and enhance well-being in populations living or working in cold environments.
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Affiliation(s)
- Erkai Zhou
- Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, China
| | - Ling Zhang
- Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, China
| | - Li He
- Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, China
| | - Ya Xiao
- Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, China
| | - Kai Zhang
- Department of Environmental Health Sciences, School of Public Health, University at Albany, State University of New York, Rensselaer, NY 12144, USA
| | - Bin Luo
- Institute of Occupational Health and Environmental Health, School of Public Health, Lanzhou University, Lanzhou, Gansu 730000, China.
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Cheng C, Liu Y, Han C, Fang Q, Cui F, Li X. Effects of extreme temperature events on deaths and its interaction with air pollution. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 915:170212. [PMID: 38246371 DOI: 10.1016/j.scitotenv.2024.170212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 12/17/2023] [Accepted: 01/14/2024] [Indexed: 01/23/2024]
Abstract
BACKGROUND Both extreme temperature events (ETEs) and air pollution affected human health, and their effects were often not independent. Previous studies have provided limited information on the interactions between ETEs and air pollution. METHODS We collected data on deaths (non-accidental, cardiovascular, and respiratory) in Zibo City along with daily air pollution and meteorological data from January 2015 to December 2019. Distributed lag non-linear model was used to explore the health effects of ETEs on deaths. Non-parametric binary response model, hierarchical model and joint effect model were used to further explore the interaction between ETEs and air pollution in different seasons. Meanwhile, subgroup analysis by gender and age (≥ 65 years old and < 65 years old) was conducted to identify the vulnerable population. RESULTS ETEs increased death risk, especially for cardiovascular and respiratory deaths. Heat waves had a stronger impact than cold spells. Cold spells had a longer lag and fluctuating trend. Heat waves had a short-term impact, followed by a decrease. Females and those aged ≥ 65 were more affected, but subgroup differences were not significant. During ETEs and non-ETEs, there were different effects on deaths with per IQR increase in air pollutant concentrations. Joint effect models revealed that there was a significant interaction between ETEs and air pollution on non-accidental deaths. The interaction between PM2.5 and cold spells was antagonistic in the cold season. In the warm season, the health effects of heat waves and high O3 concentration were enhanced. The relative excess risk due to interaction (RERI) of cold spells and PM2.5 in total population was -0.09 (95 % CI: -0.17, -0.01), and 9 % (95 % CI: 1 %, 17 %) of the total effect was attributable to interaction. Subgroup analysis confirmed the interactions in females and those aged ≥ 65. CONCLUSIONS Significant association observed between ETEs and deaths. Females and ≥ 65 age groups were vulnerable. There were interactions between ETEs and air pollution. The effect of PM2.5 on deaths decreased during cold spells, while the effect of O3 increased during heat waves. In addition to improving air quality, it is necessary to further strengthen the prevention and control of ETEs.
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Affiliation(s)
- Chuanlong Cheng
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Ying Liu
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China; Ma'anshan Center for Disease Control and Prevention, Ma'anshan 243000, Anhui, China
| | - Chuang Han
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Qidi Fang
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Feng Cui
- Zibo Center for Disease Control and Prevention, Zibo, Shandong, China
| | - Xiujun Li
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
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Daysarih TR, Ana S, Pablo FA. The meteorological contrast index in the context of climate change and public health. MethodsX 2023; 11:102331. [PMID: 37674863 PMCID: PMC10477676 DOI: 10.1016/j.mex.2023.102331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 07/25/2023] [Indexed: 09/08/2023] Open
Abstract
In the context of climate change, extreme weather events and sudden shifts in weather patterns are becoming increasingly frequent. The atmosphere is considered a source of meteorological and climatic risks for human beings and living organisms. Numerous studies have examined the correlation between meteorological variables and human morbidity and mortality. However, only a few authors have investigated the impact of environmental changes on human health and, to our knowledge, there are no meteorological indices proposing a methodology for assessing changes in atmospheric conditions. Under the hypothesis that meteorological disruptions have an impact on human health, this article proposes a method to calculate a new index, the Meteorological Contrast Index (MCI), based on weather changes. This index takes into account three variables: i) categorization based on the type of atmospheric process, ii) changes in these categories over a specific time period, and iii) the level of stress associated with these changes, considering the severity of the transition from one category to another. If the predictive value of this index is proven for a specific meteorological variable and disease, it could be valuable in defining biometeorological early warning systems for the prevention and management of healthcare resources.•The Meteorological Contrast Index is the first index that proposes a method to assess changes in atmospheric conditions.•Atmospheric changes are a significant source of biometeorological distress, which can be quantitatively defined using the Meteorological Contrast Index.•Certain diseases are sensitive to the weather, and their incidence may increase under specific sequences of weather types.
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Affiliation(s)
- Tápanes-Robau Daysarih
- Geobiomet Research Group, Faculty of Phylosophy, Department of Geography and Urban and Regional Planning, University of Cantabria, Santander 39005, Spain
| | - Santurtún Ana
- Geobiomet Research Group, Faculty of Medicine, Department of Physiology and Pharmacology, University of Cantabria. IDIVAL, Santander 39011, Spain
| | - Fdez-Arroyabe Pablo
- Geobiomet Research Group, Faculty of Phylosophy, Department of Geography and Urban and Regional Planning, University of Cantabria, Santander 39005, Spain
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Moraes SLD, Almendra R, Barrozo LV. Space-time clusters of cardiovascular mortality and the role of heatwaves and cold spells in the city of São Paulo, Brazil. Spat Spatiotemporal Epidemiol 2023; 47:100620. [PMID: 38042539 DOI: 10.1016/j.sste.2023.100620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 08/07/2023] [Accepted: 09/17/2023] [Indexed: 12/04/2023]
Abstract
The effects extreme air temperature events are related with an increase in cardiovascular mortality among vulnerable groups worldwide. Therefore, we identify spatiotemporal mortality clusters associated with diseases of the cardiovascular system among people ≥ 65 years in São Paulo, from 2006 to 2015, and investigate whether high-risk mortality clusters occurred during or following extreme air temperature events. To detect the clusters, we used daily mortality data and a retrospective space-time scan analysis with a discrete Poisson model. Extreme air temperature events were defined by daily mean temperatures, below the 10th percentile for cold spells and above the 90th percentile for heatwaves, with two or more consecutive days. We found statistically significant high-risk mortality clusters located in the peripheral areas. The spatiotemporal clusters of risk areas for cardiovascular and ischemic heart disease occurred during or following cold spell events, whereas those for stroke and ischemic stroke events were related to heatwaves.
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Affiliation(s)
- Sara Lopes de Moraes
- Department of Geography, School of Philosophy, Literature and Human Sciences, University of São Paulo, São Paulo, Brazil; Institute of Advanced Studies, University of São Paulo, São Paulo, Brazil.
| | - Ricardo Almendra
- Centre of Studies on Geography and Spatial Planning (CEGOT), Department of Geography and Tourism, University of Coimbra, Coimbra, Portugal
| | - Ligia Vizeu Barrozo
- Department of Geography, School of Philosophy, Literature and Human Sciences, University of São Paulo, São Paulo, Brazil; Institute of Advanced Studies, University of São Paulo, São Paulo, Brazil
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Chitu Z, Bojariu R, Velea L, Van Schaeybroeck B. Large sex differences in vulnerability to circulatory-system disease under current and future climate in Bucharest and its rural surroundings. ENVIRONMENTAL RESEARCH 2023; 234:116531. [PMID: 37394169 DOI: 10.1016/j.envres.2023.116531] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 06/20/2023] [Accepted: 06/29/2023] [Indexed: 07/04/2023]
Abstract
Circulatory-system diseases (CSDs) are responsible for 50-60% of all deaths in Romania. Due to its continental climate, with cold winters and very warm summers, there is a strong temperature dependence of the CSD mortality. Additionally, within its capital Bucharest, the urban heat island (UHI) is expected to enhance (reduce) heat (cold)-related mortality. Using distributed lag non-linear models, we establish the relation between temperature and CSD mortality in Bucharest and its surroundings. A striking finding is the strong temperature-related response to high urban temperatures of women in comparison with men from the total CSDs mortality. In the present climate, estimates of the CSDs attributable fraction (AF) of mortality at high temperatures is about 66% higher in Bucharest than in its rural surroundings for men, while it is about 100% times higher for women. Additionally, the AF in urban areas is also significantly higher for elderly people, and for those with hypertensive and cerebrovascular diseases than in the rural surroundings. On the other hand, in rural areas, men but especially women are currently more vulnerable with respect to low temperatures than in the urban environment. In order to project future thermal-related mortality, we have used five bias-corrected climate projections from regional circulation models under two climate-change scenarios, RCP4.5 and RCP8.5. Analysis of the temperature-mortality associations for future climate reveals the strongest signal under the scenario RCP8.5 for women, elderly people as well as for groups with hypertensive and cerebrovascular diseases. The net AF increase is much larger in urban agglomeration for women (8.2 times higher than in rural surroundings) and elderly people (8.5 times higher than in rural surroundings). However, our estimates of thermal attributable mortality are most likely underestimated due to the poor representation of UHI and future demography.
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Affiliation(s)
- Zenaida Chitu
- National Meteorological Administration, Bucharest, Romania
| | - Roxana Bojariu
- National Meteorological Administration, Bucharest, Romania.
| | - Liliana Velea
- National Meteorological Administration, Bucharest, Romania; University Ca' Foscari, Venice, Italy
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López-Bueno J, Linares C, Díaz J, Sanz A, Navas-Martín MA, Vellón JM, Follos F, Sánchez-Guevara C. Exploratory analysis of local extreme-temperature attributable mortality in an urban city of Madrid. Soc Sci Med 2023; 333:116115. [PMID: 37544231 DOI: 10.1016/j.socscimed.2023.116115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 07/21/2023] [Accepted: 07/23/2023] [Indexed: 08/08/2023]
Abstract
AIM to assess the Heat (HW) and Cold Waves (CW) risks on health in the urban municipality of Getafe. METHODOLOGY time series analysis between 01/01/1999-31/10/2013. DEPENDENT VARIABLE daily mortality due to natural causes - (ICD-10): A99-R99-. INDEPENDENT VARIABLES the maximum (Tmax) and minimum (Tmin) daily temperature. The mortality-temperature relationship was analysed to determine the thresholds of HW (Thresholdheat) and CW (Thresholdcold). Using Poisson GLM (link = log), the Relative Risk (RR), Attributable Risk (AR) and Attributable Mortality (AM) were determined for each degree of the Tmax exceeding the Thresholdheat (Theat) and for each degree of Tmin under the Thresholdcold (Tcold). Finally, socioeconomic variables were analysed descriptively. RESULTS Thresholdheat was 36 °C while Thresholdcold was 0 °C. The RRs associated with Theat, i.e. 1.08 (1.03 1.14), are akin to those obtained for Tcold, i.e. 1.05 (1.03 1.08). There were 202 HW and 430 CW episodes. The AM to HW totalled 61 (25, 96) deaths, while that attributable to CW reached 146 (82,211) deaths. The vulnerability in Getafe seems to be lower than in surrounding similar urban and rural cities. CONCLUSIONS The singular urban development of the municipality may have granted it an advantage over surrounding municipalities regarding temperature extremes.
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Affiliation(s)
| | - C Linares
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Spain
| | - J Díaz
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Spain
| | - A Sanz
- Escuela Técnica Superior de Arquitectura de Madrid, Universidad Politécnica de Madrid, Spain
| | - M A Navas-Martín
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Spain
| | | | - F Follos
- Tdot Soluciones Sostenibles SL, Spain
| | - C Sánchez-Guevara
- Escuela Técnica Superior de Arquitectura de Madrid, Universidad Politécnica de Madrid, Spain
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Egea A, Linares C, Díaz J, Gómez L, Calle A, Navas MA, Ruiz-Páez R, Asensio C, Padrón-Monedero A, López-Bueno JA. How heat waves, ozone and sunlight hours affect endocrine and metabolic diseases emergency admissions? A case study in the region of Madrid (Spain). ENVIRONMENTAL RESEARCH 2023; 229:116022. [PMID: 37121348 DOI: 10.1016/j.envres.2023.116022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 04/11/2023] [Accepted: 04/28/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND Studies which analyse the joint effect of acoustic or chemical air pollution variables and different meteorological variables on neuroendocrine disease are practically nonexistent. This study therefore sought to analyse the impact of air pollutants and environmental meteorological variables on daily unscheduled admissions due to endocrine and metabolic diseases in the Madrid Region from January 01, 2013 to December 31, 2018. MATERIAL AND METHODS We conducted a longitudinal, retrospective, ecological study of daily time series analysed by Poisson regression, with emergency neuroendocrine-disease admissions in the Madrid Region as the dependent variable. The independent variables were: mean daily concentrations of PM10, PM2.5, NO2 and O3; acoustic pollution; maximum and minimum daily temperatures; hours of sunlight; relative humidity; wind speed; and air pressure above sea level. Estimators of the statistically significant variables were used to calculate the relative risks (RRs). RESULTS A statistically significant association was found between the increase in temperatures in heat waves, RR: 1.123 95% CI (1.001-1.018), and the number of emergency admissions, making it the main risk factor. An association between a decrease in sunlight and an increase in hospital admissions, RR: 1.005 95% CI (1.002 1.008), was likewise observed. Similarly, ozone, in the form of mean daily concentrations in excess of 44 μg/m3, had an impact on admissions due to neuroendocrine disease, RR: 1.010 95% CI (1.007-1.035). The breakdown by sex showed that in the case of women, NO2 was also a risk factor, RR: 1.021 95% CI (1.007-1.035). CONCLUSION The results obtained in this study serve to identify risk factors for this disease, such as extreme temperatures in heat waves, O3 or NO2. The robust association found between the decrease in sunlight and increase in hospital admissions due to neuroendocrine disease serves to spotlight an environmental factor which has received scant attention in public health until now.
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Affiliation(s)
- A Egea
- Preventive Medicine and Public Health Resident, Albacete General University Teaching Hospital, Spain
| | - C Linares
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - J Díaz
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain.
| | - L Gómez
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - A Calle
- Preventive Medicine Department, Hospital Universitario de Móstoles, Móstoles, Spain
| | - M A Navas
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | | | - C Asensio
- Madrid Polytechnic University, Instrumentation and Applied Acoustics Research Group, Ctra. Valencia km 7 - Campus sur, 28031, Madrid, Spain
| | - A Padrón-Monedero
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - J A López-Bueno
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
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Ruiz-Páez R, Díaz J, López-Bueno JA, Asensio C, Ascaso MS, Saez M, Luna MY, Barceló MA, Navas MA, Linares C. Short-term effects of air pollution and noise on emergency hospital admissions in Madrid and economic assessment. ENVIRONMENTAL RESEARCH 2023; 219:115147. [PMID: 36580986 DOI: 10.1016/j.envres.2022.115147] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 12/07/2022] [Accepted: 12/22/2022] [Indexed: 06/17/2023]
Abstract
INTRODUCTION The aim of this study was to study the effect of air pollution and noise has on the population in Madrid Community (MAR) in the period 2013-2018, and its economic impact. METHODS Time series study analysing emergency hospital admissions in the MAR due to all causes (ICD-10: A00-R99), respiratory causes (ICD-10: J00-J99) and circulatory causes (ICD-10: I00-I99) across the period 2013-2018. The main independent variables were mean daily PM2.5, PM10, NO2, 8-h ozone concentrations, and noise. We controlled for meteorological variables, Public Holidays, seasonality, and the trend and autoregressive nature of the series, and fitted generalised linear models with a Poisson regression link to ascertain the relative risks and attributable risks. In addition, we made an economic assessment of these hospitalisations. RESULTS The following associations were found: NO2 with admissions due to natural (RR: 1.007, 95% CI: 1.004-1.011) and respiratory causes (RR: 1.012, 95% CI: 1.005-1.019); 8-h ozone with admissions due to natural (RR: 1.049, 95% CI: 1.014-1.046) and circulatory causes (RR: 1.088, 95% CI: 1.039-1.140); and diurnal noise (LAeq7-23h) with admissions due to natural (RR: 1.001, 95% CI: 1.001-1.002), respiratory (RR: 1.002, 95% CI: 1.001-1.003) and circulatory causes (RR: 1.003, 95% CI: 1.002-1.005). Every year, a total of 8246 (95% CI: 4580-11,905) natural-cause admissions are attributable to NO2, with an estimated cost of close on €120 million and 5685 (95% CI: 2533-8835) attributed to LAeq7-23h with an estimated cost of close on €82 million. CONCLUSIONS Nitrogen dioxide, ozone and noise are the main pollutants to which a large number of hospitalisations in the MAR are attributed, and are thus responsible for a marked deterioration in population health and high related economic impact.
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Affiliation(s)
| | - J Díaz
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain.
| | | | - C Asensio
- Universidad Politéctnica de Madrid. Grupo de Investigación en Instrumentación y Acústica Aplicada, Ctra. Valencia Km 7, Campus sur, 28031, Madrid, Spain
| | - M S Ascaso
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - M Saez
- Research Group on Statistics, Econometrics and Health (GRECS), University of Girona, Girona, Spain; CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - M Y Luna
- Meteorological Statal Agency. (AEMET), Madrid, Spain
| | - M A Barceló
- Research Group on Statistics, Econometrics and Health (GRECS), University of Girona, Girona, Spain; CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - M A Navas
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - C Linares
- Climate Change, Health and Urban Environment Reference Unit, Carlos III Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
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Ruiz-Páez R, Díaz J, López-Bueno JA, Navas MA, Mirón IJ, Martínez GS, Luna MY, Linares C. Does the meteorological origin of heat waves influence their impact on health? A 6-year morbidity and mortality study in Madrid (Spain). THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 855:158900. [PMID: 36155828 DOI: 10.1016/j.scitotenv.2022.158900] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/08/2022] [Accepted: 09/17/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND In Spain, two synoptic-scale conditions influence heat wave formation. The first involves advection of warm and dry air masses carrying dust of Saharan origin (North African Dust (NAF) = 1). The second entails anticyclonic stagnation with high insolation and stability (NAF) = 0). Some studies show that the meteorological origin of these heat waves may affect their impact on morbidity and mortality. OBJECTIVE To determine whether the impact of heat waves on health outcomes in Madrid (Spain) during 2013-2018 varied by synoptic-scale condition. METHODOLOGY Outcome data consist of daily mortality and daily hospital emergency admissions (morbidity) for natural, circulatory, and respiratory causes. Predictors include daily maximum and minimum temperatures and daily mean concentrations of NO2, PM10, PM2.5, NO2, and O3. Analyses adjust for insolation, relative humidity, and wind speed. Generalized linear models were performed with Poisson link between the variables controlling for trend, seasonality, and auto-regression in the series. Relative Risks (RR) and Attributable Risks (AR) were determined. The RRs for mortality attributable to high temperatures were similar regardless of NAF status. For hospital admissions, however, the RRs for hot days with NAF = 0 are higher than for days with NAF = 1. We also found that atmospheric pollutants worsen morbidity and mortality, especially PM10 concentrations when NAF = 1 and O3 concentrations when NAF = 0. RESULTS The effect of heat waves on morbidity and mortality depends on the synoptic situation. The impact is greater under anticyclonic stagnation conditions than under Saharan dust advection. Further, the health impact of pollutants such as PM10 and O3 varies according to the synoptic situation. CONCLUSIONS Based on these findings, we strongly recommend prevention plans to include data on the meteorological situation originating the heat wave, on a synoptic-scale, as well as comprehensive preventive measures against the compounding effect of high temperatures and pollution.
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Affiliation(s)
| | - J Díaz
- Reference Unit on Climate Change, Health and Urban Environment, National Institute of Health Carlos III, Madrid, Spain.
| | | | - M A Navas
- Reference Unit on Climate Change, Health and Urban Environment, National Institute of Health Carlos III, Madrid, Spain
| | - I J Mirón
- Department of Health, Community Board of Castile La Mancha, Toledo, Spain
| | | | - M Y Luna
- State Meteorological Agency (AEMET), Madrid, Spain
| | - C Linares
- Reference Unit on Climate Change, Health and Urban Environment, National Institute of Health Carlos III, Madrid, Spain
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Utzet M, Ayala-Garcia A, Benavides FG, Basagaña X. Extreme temperatures and sickness absence in the Mediterranean province of Barcelona: An occupational health issue. Front Public Health 2023; 11:1129027. [PMID: 36891341 PMCID: PMC9986628 DOI: 10.3389/fpubh.2023.1129027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 01/31/2023] [Indexed: 02/22/2023] Open
Abstract
Objectives This study aims to assess the association between daily temperature and sickness absence episodes in the Mediterranean province of Barcelona between 2012 and 2015, according to sociodemographic and occupational characteristics. Methods Ecological study of a sample of salaried workers affiliated to the Spanish social security, resident in Barcelona province between 2012 and 2015. The association between daily mean temperature and risk of new sickness absence episodes was estimated with distributed lag non-linear models. The lag effect up to 1 week was considered. Analyses were repeated separately by sex, age groups, occupational category, economic sector and medical diagnosis groups of sickness absence. Results The study included 42,744 salaried workers and 97,166 episodes of sickness absence. The risk of sickness absence increased significantly between 2 and 6 days after the cold day. For hot days there was no association with risk of sickness absence. Women, young, non-manual and workers in the service sector had a higher risk of sickness absence on cold days. The effect of cold on sickness absence was significant for respiratory system diseases (RR: 2.16; 95%CI: 1.68-2.79) and infectious diseases (RR: 1.31; 95%CI: 1.04-1.66). Conclusion Low temperatures increase the risk of having a new episode of sickness absence, especially due to respiratory and infectious diseases. Vulnerable groups were identified. These results suggest the importance of working in indoor and possibly poorly ventilated spaces in the spread of diseases that eventually lead to an episode of sickness absence. It is necessary to develop specific prevention plans for cold situations.
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Affiliation(s)
- Mireia Utzet
- Center for Research in Occupational Health (CiSAL), Universitat Pompeu Fabra, Barcelona, Spain.,Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.,Center for Biomedical Research Network (CIBER) of Epidemiology and Public Health, Madrid, Spain
| | - Amaya Ayala-Garcia
- Center for Research in Occupational Health (CiSAL), Universitat Pompeu Fabra, Barcelona, Spain.,Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.,Center for Biomedical Research Network (CIBER) of Epidemiology and Public Health, Madrid, Spain
| | - Fernando G Benavides
- Center for Research in Occupational Health (CiSAL), Universitat Pompeu Fabra, Barcelona, Spain.,Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain.,Center for Biomedical Research Network (CIBER) of Epidemiology and Public Health, Madrid, Spain
| | - Xavier Basagaña
- Center for Biomedical Research Network (CIBER) of Epidemiology and Public Health, Madrid, Spain.,Institute for Global Health (ISGlobal), Barcelona, Spain.,Departament de Medicina i Ciències de la Vida, Universitat Pompeu Fabra, Barcelona, Spain
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López-Bueno JA, Navas-Martín MA, Díaz J, Mirón IJ, Luna MY, Sánchez-Martínez G, Culqui D, Linares C. Population vulnerability to extreme cold days in rural and urban municipalities in ten provinces in Spain. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 852:158165. [PMID: 35988600 DOI: 10.1016/j.scitotenv.2022.158165] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Revised: 07/29/2022] [Accepted: 08/16/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND The objective was to analyze whether there are differences in vulnerability to Extreme Cold Days (ECD) between rural and urban populations in Spain. METHODOLOGY Time series analysis carried out from January 1, 2000, through December 31, 2013. Municipalities with over 10,000 inhabitants were included from 10 Spanish provinces, classified into 42 groups by isoclimate and urban/rural character as defined by Eurostat criteria. The statistical strategy was carried out in two phases. First: It was analyzed the relationship between minimum daily temperature (Tmin) (source: AEMET) and the rate of daily winter mortality due to natural causes -CIE-10: A00 - R99- (source: National Statistics Institute). Then, It was determinated the threshold of Tmin that defines the ECD and its percentile in the series of winter Tmin (Pthreshold), which is a measure of vulnerability to ECD so that the higher the percentile, the higher the vulnerability. Second: possible explanatory variables of vulnerability were explored using Mixed Generalized Models, using 13 independent variables related to meteorology, environment, socioeconomics, demographics and housing quality. RESULTS The average Pthreshold was 18 %. The final model indicated that for each percentage point increase in unemployment, the vulnerability to ECD increased by 0.4 (0.2, 0.6) points. Also, with each point increase in rurality index, this vulnerability decreased by -6.1 (-2.1, -10.0) points. Although less determinant, other factors that could contribute to explaining vulnerability at the province level included minimum winter daily temperatures and the percentage of housing with poor insulation. CONCLUSIONS The vulnerability to ECD was greater in urban zones than in rural zones. Socioeconomic status is a key to understanding how this vulnerability is distributed. These results suggest the need to implement public health prevention plans to address ECD at the state level. These plans should be based on threshold temperatures determined at the smallest scale possible.
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Affiliation(s)
- J A López-Bueno
- Facultad de Medicina, Universidad Autónoma de Madrid, Madrid, Spain.
| | - M A Navas-Martín
- Escuela Nacional de Salud, Instituto de Salud Carlos III, Madrid, Spain
| | - J Díaz
- Escuela Nacional de Salud, Instituto de Salud Carlos III, Madrid, Spain
| | - I J Mirón
- Consejería de Sanidad, Junta de Comunidades de Castilla la Mancha, Toledo, Spain
| | - M Y Luna
- Agencia Estatal de Meteorología, Madrid, Spain
| | | | - D Culqui
- Escuela Nacional de Salud, Instituto de Salud Carlos III, Madrid, Spain
| | - C Linares
- Escuela Nacional de Salud, Instituto de Salud Carlos III, Madrid, Spain
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12
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Revich B, Shaposhnikov D. The influence of heat and cold waves on mortality in Russian subarctic cities with varying climates. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2022; 66:2501-2515. [PMID: 36198888 DOI: 10.1007/s00484-022-02375-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 08/27/2022] [Accepted: 09/23/2022] [Indexed: 06/16/2023]
Abstract
Publications on ambient temperature-related mortality among Arctic or subarctic populations are extremely rare. While circumpolar areas cover large portions of several European countries, Canada, and the USA, the population of these territories is relatively small, and the data needed for statistical analysis of the health impacts of extreme temperature events are frequently insufficient. This study utilizes standard time series regression techniques to estimate relative increases in cause- and age-specific daily mortality rates during heat waves and cold spells in four Russian cities with a subarctic climate. The statistical significance of the obtained effect estimates tends to be greater in the continental climate than in the marine climate. A small meta-analysis was built around the obtained site-specific health effects. The effects were homogeneous and calculated for the selected weather-dependent health outcomes. The relative risks of mortality due to ischemic heart disease, all diseases of the circulatory system, and all non-accidental causes during cold spells in the age group ≥ 65 years were 1.20 (95% CI: 1.11-1.29), 1.14 (1.08-1.20), and 1.12 (1.07-1.17), respectively. Cold spells were more harmful to the health of the residents of Murmansk, Archangelsk, and Magadan than heat waves, and only in Yakutsk, heat waves were more dangerous. The results of this study can help the public health authorities develop specific measures for the prevention of excess deaths during cold spells and heat waves in the exposed subarctic populations.
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Affiliation(s)
- Boris Revich
- Laboratory of Forecasting of Environmental Quality and Public Health, Institute of Economic Forecasting of Russian Academy of Sciences, Nakhimovsky Prospect 47, Moscow, 117418, Russia
| | - Dmitry Shaposhnikov
- Laboratory of Forecasting of Environmental Quality and Public Health, Institute of Economic Forecasting of Russian Academy of Sciences, Nakhimovsky Prospect 47, Moscow, 117418, Russia.
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13
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Grineski SE, Collins TW, Chakraborty J. Cascading disasters and mental health inequities: Winter Storm Uri, COVID-19 and post-traumatic stress in Texas. Soc Sci Med 2022; 315:115523. [PMID: 36379161 PMCID: PMC9645098 DOI: 10.1016/j.socscimed.2022.115523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 10/06/2022] [Accepted: 11/08/2022] [Indexed: 11/11/2022]
Abstract
Previous research on health effects of extreme weather has emphasized heat events even though cold-attributable mortality exceeds heat-attributable mortality worldwide. Little is known about the mental health effects of cold weather events, which often cascade to produce secondary impacts like power outages, leaving a knowledge gap in context of a changing climate. We address that gap by taking a novel "cascading disaster health inequities" approach to examine winter storm-associated post-traumatic stress (PTS) using survey data (n = 790) collected in eight Texas metro areas following Winter Storm Uri in 2021, which occurred against the backdrop of COVID-19. The incidence of storm-related PTS was 18%. Being Black (odds ratio [OR]: 6.6), Hispanic (OR: 3.5), or of another non-White race (OR: 4.2) was associated with greater odds of PTS compared to being White, which indicates substantial racial/ethnic inequities in mental health impacts (all p < 0.05). Having a disability also increased odds of PTS (OR: 4.4) (p < 0.05). Having piped water outages (OR: 1.9) and being highly impacted by COVID-19 (OR: 3.3) increased odds of PTS (both p < 0.05). When modelling how COVID-19 and outages cascaded, we compared householders to those with no outages and low COVID-19 impacts. PTS was more likely (p < 0.05) if householders had a water or power outage and high COVID-19 impacts (OR: 4.4) and if they had water and power outages and high COVID-19 impacts (OR: 7.7). Findings provide novel evidence of racial/ethnic inequities and cascading effects with regard to extreme cold events amid the COVID-19 pandemic.
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Affiliation(s)
- Sara E. Grineski
- University of Utah, 390 1530 E #301,Salt Lake City, UT 84112, USA,Corresponding author
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14
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López-Bueno JA, Díaz J, Navas MA, Mirón IJ, Follos F, Vellón JM, Ascaso MS, Luna MY, Martínez GS, Linares C. Temporal evolution of threshold temperatures for extremely cold days in Spain. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 844:157183. [PMID: 35803421 DOI: 10.1016/j.scitotenv.2022.157183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 06/14/2022] [Accepted: 07/01/2022] [Indexed: 06/15/2023]
Abstract
In contrast to research on heat waves, there are no studies in recent years that analyze the temporal evolution of threshold temperatures (Tthreshold) for extremely cold days (ECD). It is unknown whether threshold temperatures have increased more quickly than the minimum daily temperature (Tmin) in recent years. The objective of this study was to analyze the temporal evolution of the minimum daily temperature (Tmin) in a group of Spanish provinces and compare it with the evolution of threshold temperatures. An ecological, retrospective time series study was carried out using daily observations between January 1, 1983 and December 31, 2018 (36 years) in 10 provinces that are representative of the different climate territories in Spain. For each representative observatory in each province, the values of Tmin were obtained for the winter months (November-March). The value of Tthreshold was determined for each province and each year, using dispersion diagrams for the pre-whitened series, with daily mortality due to natural causes displayed on the Y axis (CIEX: A00-R99) and Tmin grouped by 10 degree intervals on the X axis. To determine the temporal evolution of Tmin and Tthreshold for each province, linear models were fitted, with time as the independent variable. During the winter months, Tmin increased at an average rate of 0.2 °C/decade (IC95: 0.1-0.3), while Tthreshold remained practically constant during the period, at 0.1 °C/decade (IC95% -0.1 0.3). These values are much lower than those obtained in the case of heat, both in terms of the evolution of maximum daily temperature and that of Tthreshold. In conclusion, the fact that this trend has been maintained across time in a scenario of climate change, with a slow increase in minimum daily temperatures and constant values of Threshold, suggests a decrease in the number of ECD.
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Affiliation(s)
| | - J Díaz
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Madrid, Spain.
| | - M A Navas
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Madrid, Spain
| | - I J Mirón
- Consejería de Sanidad, Junta de Comunidades de Castilla la Mancha, Toledo, Spain
| | - F Follos
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - J M Vellón
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - M S Ascaso
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Madrid, Spain
| | - M Y Luna
- State Meteorological Agency, Madrid, Spain
| | | | - C Linares
- Unidad de Referencia en Cambio Climático, Salud y Medio Ambiente Urbano, Instituto de Salud Carlos III, Madrid, Spain
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15
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Wang Y, Huang Y, Shen F, Zhang T, Hu J, Chen H, Huang L. Exploring a more reasonable temperature exposure calculation method based on individual exposure survey and city-scale heat exposure impact assessment. ENVIRONMENTAL RESEARCH 2022; 212:113317. [PMID: 35513062 DOI: 10.1016/j.envres.2022.113317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Revised: 04/06/2022] [Accepted: 04/12/2022] [Indexed: 06/14/2023]
Abstract
The inability to quantify the difference between ambient temperature (AT) and personal exposure temperature (PET) is a common limitation in environmental health research. The actual exposure variability is underestimated when we used measurements from fixed monitoring stations to estimate PET. The study aims to explore a more reasonable temperature exposure calculation method to relate PET to AT and links heat exposure to adverse health events. We measured hourly PET of 129 participants from July 8th to July 13th, 2021 in Xinyi City, China. The linear mixed-effects model was used to build the relationship between hourly PET and AT in rural and town. Several calculation methods that can capture the intensity, frequency and duration of daily exposure were used to calculate the daily PET and AT and establish the relationship between the two factors. A generalized linear model was used to establish the relationship between city-scale AT indicators and health endpoints from January 1st, 2013 to December 31st, 2015 in Shanghai, China. The result showed that the hourly PET was significantly related to AT, wind speed, air pressure, precipitation, outside time, and air-conditioning use. Among several daily temperature indicators, we found that ATDHAT (Degree Hours Above Threshold (27.4 °C)) was tight with the PETDHAT in different regions (R2 > 0.99). DHAT strengthened the relationship between daily AT and health endpoint in the urban-scale heat-related health impact study, especially in respiratory diseases. The method proposed in this study can improve the accuracy of future epidemiological studies on the effects of heat exposure.
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Affiliation(s)
- Yiyi Wang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Yujia Huang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Fuzhen Shen
- Department of Meteorology, University of Reading, Reading, RG6 6BX, UK
| | - Ting Zhang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China
| | - Jianlin Hu
- Jiangsu Collaborative Innovation Center of Atmospheric Environment and Equipment Technology, Jiangsu Key Laboratory of Atmospheric Environment Monitoring and Pollution Control, Nanjing University of Information Science & Technology, Nanjing, 210044, China
| | - Hao Chen
- Jiangsu Meteorological Observatory, Nanjing, 210008, China
| | - Lei Huang
- State Key Laboratory of Pollution Control and Resource Reuse, School of the Environment, Nanjing University, Nanjing, 210023, China.
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16
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Follos F, Linares C, López-Bueno JA, Navas MA, Culqui D, Vellón JM, Luna MY, Sánchez-Martínez G, Díaz J. Evolution of the minimum mortality temperature (1983-2018): Is Spain adapting to heat? THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 784:147233. [PMID: 34088038 DOI: 10.1016/j.scitotenv.2021.147233] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 03/24/2021] [Accepted: 04/15/2021] [Indexed: 05/16/2023]
Abstract
The objective of this study was to analyze at the level of Spain's 52 provinces province level the temporal evolution of minimum mortality temperatures (MMT) from 1983 to 2018, in order to determine whether the increase in MMT would be sufficient to compensate for the increase in environmental temperatures in Spain for the period. It also aimed to analyze whether the rate of evolution of MMT would be sufficient, were it to remain constant, to compensate for the predicted increase in temperatures in an unfavorable (RCP 8.5) emissions scenario for the time horizon 2051-2100. The independent variable was made up of maximum daily temperature data (Tmax) for the summer months in the reference observatories of each province for the 1983-2018 period. The dependent variable was daily mortality rate due to natural causes (ICD 10: A00-R99). For each year and province, MMT was determined using a quadratic or cubic fit (p < 0.05). Based on the annual MMT values, a linear fit was carried out that allowed for determining the time evolution of MMT. These values were compared with the evolution of Tmax registered in each observatory during the 1983-2018 analyzed period and with the predicted values of Tmax obtained for an RCP8.5 scenario for the period 2051-2100. The rate of global variance in Tmax in the summer months in Spain during the 1983-2018 period was 0.41 °C/decade, while MMT across the whole country increased at a rate of 0.64 °C/decade. Variations in the provinces were heterogeneous. For the 2051-2100 time horizon, there was predicted increase in Tmax values of 0.66 °C/decade, with marked geographical differences. Although at the global level it is possible to speak of adaptation, the heterogeneities among the provinces suggest that the local level measures are needed in order to facilitate adaptation in those areas where it is not occurring.
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Affiliation(s)
- F Follos
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - C Linares
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - J A López-Bueno
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - M A Navas
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - D Culqui
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - J M Vellón
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - M Y Luna
- State Meteorological Agency, Madrid, Spain
| | | | - J Díaz
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
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17
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Follos F, Linares C, López-Bueno JA, Navas MA, Culqui D, Vellón JM, Luna MY, Sánchez-Martínez G, Díaz J. Evolution of the minimum mortality temperature (1983-2018): Is Spain adapting to heat? THE SCIENCE OF THE TOTAL ENVIRONMENT 2021. [PMID: 34088038 DOI: 10.1186/s12302-021-00542-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
The objective of this study was to analyze at the level of Spain's 52 provinces province level the temporal evolution of minimum mortality temperatures (MMT) from 1983 to 2018, in order to determine whether the increase in MMT would be sufficient to compensate for the increase in environmental temperatures in Spain for the period. It also aimed to analyze whether the rate of evolution of MMT would be sufficient, were it to remain constant, to compensate for the predicted increase in temperatures in an unfavorable (RCP 8.5) emissions scenario for the time horizon 2051-2100. The independent variable was made up of maximum daily temperature data (Tmax) for the summer months in the reference observatories of each province for the 1983-2018 period. The dependent variable was daily mortality rate due to natural causes (ICD 10: A00-R99). For each year and province, MMT was determined using a quadratic or cubic fit (p < 0.05). Based on the annual MMT values, a linear fit was carried out that allowed for determining the time evolution of MMT. These values were compared with the evolution of Tmax registered in each observatory during the 1983-2018 analyzed period and with the predicted values of Tmax obtained for an RCP8.5 scenario for the period 2051-2100. The rate of global variance in Tmax in the summer months in Spain during the 1983-2018 period was 0.41 °C/decade, while MMT across the whole country increased at a rate of 0.64 °C/decade. Variations in the provinces were heterogeneous. For the 2051-2100 time horizon, there was predicted increase in Tmax values of 0.66 °C/decade, with marked geographical differences. Although at the global level it is possible to speak of adaptation, the heterogeneities among the provinces suggest that the local level measures are needed in order to facilitate adaptation in those areas where it is not occurring.
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Affiliation(s)
- F Follos
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - C Linares
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - J A López-Bueno
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - M A Navas
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - D Culqui
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - J M Vellón
- Tdot Soluciones Sostenibles, SL, Ferrol, A Coruña, Spain
| | - M Y Luna
- State Meteorological Agency, Madrid, Spain
| | | | - J Díaz
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
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18
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Fdez-Arróyabe P, Marti-Ezpeleta A, Royé D, Zarrabeitia AS. Effects of circulation weather types on influenza hospital admissions in Spain. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2021; 65:1325-1337. [PMID: 33758983 DOI: 10.1007/s00484-021-02107-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 02/09/2021] [Accepted: 02/26/2021] [Indexed: 05/19/2023]
Abstract
In this study, we use a statistical approach based on generalized additive models, linking atmospheric circulation and the number of influenza-related hospital admissions in the Spanish Iberian Peninsula during 2003-2013. The relative risks are estimated for administrative units in the Spanish territory, which is politically structured into 15 regions called autonomous communities. A catalog of atmospheric circulation types is defined for this purpose. The relationship between the exposure and response variables is modeled using a distributed lag nonlinear model (DLNM). Types from southwest and anticyclonic are significant in terms of the probability of having more influenza-related hospital admissions for all of Spain. The heterogeneity of the results is very high. The relative risk is also estimated for each autonomous community and weather type, with the maximum number of influenza-related hospital admissions associated with circulation types from the southwest and the south. We identify six specific situations where relative risk is considered extreme and twelve with a high risk of increasing influenza-related hospital admissions. The rest of the situations present a moderate risk. Atmospheric local conditions become a key factor for understanding influenza spread in each spatial unit of the Peninsula. Further research is needed to understand how different weather variables (temperature, humidity, and sun radiation) interact and promote the spread of influenza.
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Affiliation(s)
- Pablo Fdez-Arróyabe
- Geography and Planning Department, Universidad de Cantabria, 39005, Santander, Spain.
| | - Alberto Marti-Ezpeleta
- Department of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Dominic Royé
- Department of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain
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Peña-Angulo D, Vicente-Serrano SM, Domínguez-Castro F, Reig-Gracia F, El Kenawy A. The potential of using climate indices as powerful tools to explain mortality anomalies: An application to mainland Spain. ENVIRONMENTAL RESEARCH 2021; 197:111203. [PMID: 33894234 DOI: 10.1016/j.envres.2021.111203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 04/12/2021] [Accepted: 04/16/2021] [Indexed: 06/12/2023]
Abstract
Changes in the frequency and magnitude of extreme weather events represent one of the key indicators of climate change and variability. These events can have an important impact on mortality rates, especially in the ageing population. This study assessed the spatial and seasonal distributions of mortality rates in mainland Spain and their association with climatic conditions over the period 1979-2016. The analysis was done on a seasonal and annual basis using 79 climatic indices and regional natural deaths data. Results indicate large spatial variability of natural deaths, which is mostly related to how the share of the elderly in the population varied across the studied regions. Spatially, both the highest mortality rates and the largest percentage of elders were found in the northwest areas of the study domain, where an extreme climate prevails, with very cold winters and hot summers. A strong seasonality effect was observed, winter shows more than 10% of natural deaths compared to the rest of the seasons. Also, results suggest a strong relation between climatic indices and natural deaths, albeit with a high spatial and seasonal variability. Climatic indices and natural deaths show a stronger correlation in winter and summer than in spring and autumn.
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Affiliation(s)
- D Peña-Angulo
- Pyrenean Institute of Ecology (IPE), Spanish National Research Council (CSIC), Zaragoza, Spain.
| | - S M Vicente-Serrano
- Pyrenean Institute of Ecology (IPE), Spanish National Research Council (CSIC), Zaragoza, Spain
| | - F Domínguez-Castro
- Aragonese Agency for Research and Development Researcher (ARAID), Zaragoza, Spain; Department of Geography, University of Zaragoza, Zaragoza, Spain
| | - F Reig-Gracia
- Pyrenean Institute of Ecology (IPE), Spanish National Research Council (CSIC), Zaragoza, Spain
| | - A El Kenawy
- Department of Geography, Mansoura University, Mansoura, 35516, Egypt; Department of Geography, Sultan Qaboos University, Al Khoud, Muscat, Oman
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20
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Weilnhammer V, Schmid J, Mittermeier I, Schreiber F, Jiang L, Pastuhovic V, Herr C, Heinze S. Extreme weather events in europe and their health consequences - A systematic review. Int J Hyg Environ Health 2021; 233:113688. [PMID: 33530011 DOI: 10.1016/j.ijheh.2021.113688] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 12/16/2020] [Accepted: 12/30/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND Due to climate change, the frequency, intensity and severity of extreme weather events, such as heat waves, cold waves, storms, heavy precipitation causing wildfires, floods, and droughts are increasing, which could adversely affect human health. The purpose of this systematic review is therefore to assess the current literature about the association between these extreme weather events and their impact on the health of the European population. METHODS Observational studies published from January 1, 2007 to May 17, 2020 on health effects of extreme weather events in Europe were searched systematically in Medline, Embase and Cochrane Central Register of Controlled Trials. The exposures of interest included extreme temperature, heat waves, cold waves, droughts, floods, storms and wildfires. The health impacts included total mortality, cardiovascular mortality and morbidity, respiratory mortality and morbidity, and mental health. We conducted the systematic review following PRISMA (Preferred Reporting Items for Systematic Review and Meta-analysis). The quality of the included studies was assessed using the NICE quality appraisal checklist (National Institute for Health and Care Excellence). RESULTS The search yielded 1472 articles, of which 35 met the inclusion criteria and were included in our review. Studies regarding five extreme weather events (extreme heat events, extreme cold events, wildfires, floods, droughts) were found. A positive association between extreme heat/cold events and overall, cardiovascular and respiratory mortality was reported from most studies. Wildfires are likely to increase the overall and cardiovascular mortality. Floods might be associated with the deterioration of mental health instead of mortality. Depending on their length, droughts could have an influence on both respiratory and cardiovascular mortality. Contradictory evidence was found in heat-associated morbidity and wildfire-associated respiratory mortality. The associations are inconclusive due to the heterogeneous study designs, study quality, exposure and outcome assessment. CONCLUSIONS Evidence from most of the included studies showed that extreme heat and cold events, droughts, wildfires and floods in Europe have negative impacts on human health including mental health, although some of the associations are not conclusive. Additional high-quality studies are needed to confirm our results and further studies regarding the effects of other extreme weather events in Europe are to be expected.
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Affiliation(s)
- Veronika Weilnhammer
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany.
| | - Jonas Schmid
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany; TUM Department of Sport and Health Sciences, Technical University of Munich, Germany
| | - Isabella Mittermeier
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany
| | - Fabian Schreiber
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany
| | - Linmiao Jiang
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany; Institute for Medical Information Processing, Biometry, and Epidemiology (IBE) at the Ludwig-Maximilians-University, Munich, Germany
| | - Vedran Pastuhovic
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany; Institute for Medical Information Processing, Biometry, and Epidemiology (IBE) at the Ludwig-Maximilians-University, Munich, Germany
| | - Caroline Herr
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany; Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Clinical Centre of the Ludwig-Maximilians- University Munich, Germany
| | - Stefanie Heinze
- Department of Occupational and Environmental Health, Bavarian Health and Food Safety Authority, Germany; Institute and Outpatient Clinic for Occupational, Social and Environmental Medicine, Clinical Centre of the Ludwig-Maximilians- University Munich, Germany
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21
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Salvador C, Nieto R, Linares C, Díaz J, Alves CA, Gimeno L. Drought effects on specific-cause mortality in Lisbon from 1983 to 2016: Risks assessment by gender and age groups. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 751:142332. [PMID: 33182008 DOI: 10.1016/j.scitotenv.2020.142332] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 09/08/2020] [Accepted: 09/08/2020] [Indexed: 06/11/2023]
Abstract
Portugal (Southwestern Europe) experiences a high incidence of dry hazards such as drought, a phenomenon that entails a notable burden of morbidity and mortality worldwide. For the first time in the Lisbon district, a time-series study was conducted to evaluate the impact of drought measured by the Standardised Precipitation Index (SPI) and Standardised Precipitation-Evapotranspiration Index (SPEI) on the daily natural, circulatory, and respiratory mortality from 1983 to 2016. An assessment by gender and adult age population groups (45-64, 65-74, ≥75 years old) was included. To estimate the relative risks and attributable risks, generalised linear models with a Poisson link were used. Additionally, the influence of heatwaves and atmospheric pollution for the period from 2007 to 2016 (available period for pollution data) was considered. The main findings indicate statistically significant associations between drought conditions and all analysed causes of mortality. Moreover, SPEI shows an improved capability to reflect the different risks. People in the 45-64 year-old group did not indicate any significant influence in any of the cases, whereas the oldest groups had the highest risk. The drought effects on mortality among the population varied across the different study periods, and in general, the men population was affected more than the women population (except for the SPEI and circulatory mortality during the long study period). The short-term influence of droughts on mortality could be explained primarily by the effect of heatwaves and pollution; however, when both gender and age were considered in the Poisson models, the effect of drought also remained statistically significant when all climatic phenomena were included for specific groups of the total population and men. This type of study facilitates a better understanding of the population at risk and allows the development of more effective measures to mitigate the drought effects on the population.
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Affiliation(s)
- C Salvador
- EPhysLab (Environmental Physics Laboratory), CIM-UVIGO, Universidade de Vigo, Ourense, Spain.
| | - R Nieto
- EPhysLab (Environmental Physics Laboratory), CIM-UVIGO, Universidade de Vigo, Ourense, Spain
| | - C Linares
- Department of Epidemiology and Biostatistics, National School of Public Health, Carlos III National Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - J Díaz
- Department of Epidemiology and Biostatistics, National School of Public Health, Carlos III National Institute of Health (Instituto de Salud Carlos III/ISCIII), Madrid, Spain
| | - C A Alves
- Centre for Environmental and Marine Studies (CESAM), Department of Environment and Planning, University of Aveiro, 3810-193 Aveiro, Portugal
| | - L Gimeno
- EPhysLab (Environmental Physics Laboratory), CIM-UVIGO, Universidade de Vigo, Ourense, Spain
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22
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Linares C, Belda F, López-Bueno JA, Luna MY, Sánchez-Martínez G, Hervella B, Culqui D, Díaz J. Short-term associations of air pollution and meteorological variables on the incidence and severity of COVID-19 in Madrid (Spain): a time series study. ENVIRONMENTAL SCIENCES EUROPE 2021; 33:107. [PMID: 34513550 PMCID: PMC8420149 DOI: 10.1186/s12302-021-00548-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2021] [Accepted: 08/27/2021] [Indexed: 05/02/2023]
Abstract
BACKGROUND There are studies that analyze the role of meteorological variables on the incidence and severity of COVID-19, and others that explore the role played by air pollutants, but currently there are very few studies that analyze the impact of both effects together. This is the aim of the current study. We analyzed data corresponding to the period from February 1 to May 31, 2020 for the City of Madrid. As meteorological variables, maximum daily temperature (Tmax) in ºC and mean daily absolute humidity (AH) in g/m3 were used corresponding to the mean values recorded by all Spanish Meteorological Agency (AEMET) observatories in the Madrid region. Atmospheric pollutant data for PM10 and NO2 in µg/m3 for the Madrid region were provided by the Spanish Environmental Ministry (MITECO). Daily incidence, daily hospital admissions per 100.000 inhabitants, daily ICU admissions and daily death rates per million inhabitants were used as dependent variables. These data were provided by the ISCIII Spanish National Epidemiology Center. Generalized linear models with Poisson link were performed between the dependent and independent variables, controlling for seasonality, trend and the autoregressive nature of the series. RESULTS The results of the single-variable models showed a negative association between Tmax and all of the dependent variables considered, except in the case of deaths, in which lower temperatures were associated with higher rates. AH also showed the same behavior with the COVID-19 variables analyzed and with the lags, similar to those obtained with Tmax. In terms of atmospheric pollutants PM10 and NO2, both showed a positive association with the dependent variables. Only PM10 was associated with the death rate. Associations were established between lags 12 and 21 for PM10 and between 0 and 28 for NO2, indicating a short-term association of NO2 with the disease. In the two-variable models, the role of NO2 was predominant compared to PM10. CONCLUSIONS The results of this study indicate that the environmental variables analyzed are related to the incidence and severity of COVID-19 in the Community of Madrid. In general, low temperatures and low humidity in the atmosphere affect the spread of the virus. Air pollution, especially NO2, is associated with a higher incidence and severity of the disease. The impact that these environmental factors are small (in terms of relative risk) and by themselves cannot explain the behavior of the incidence and severity of COVID-19.
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Affiliation(s)
- Cristina Linares
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
| | | | - José Antonio López-Bueno
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
| | | | | | | | - Dante Culqui
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
| | - Julio Díaz
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos 5, 28029 Madrid, Spain
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23
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López-Bueno JA, Linares C, Sánchez-Guevara C, Martinez GS, Mirón IJ, Núñez-Peiró M, Valero I, Díaz J. The effect of cold waves on daily mortality in districts in Madrid considering sociodemographic variables. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 749:142364. [PMID: 33370923 DOI: 10.1016/j.scitotenv.2020.142364] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 08/24/2020] [Accepted: 09/10/2020] [Indexed: 06/12/2023]
Abstract
While there is much research that focuses on the association between cold waves and their impacts on daily mortality at the city level, few analyze the impact related to social context and demographic variables at levels lower than the municipal. The objective of this study was to determine the role of the percentage of people over age 65, income level and percentage of homes without heating in the analysis of the impact of cold waves on daily mortality between January 1, 2010 and December 31, 2013 in different districts of the municipality of Madrid. We calculated Relative Risks (RR) and Attributable Risks (RA) for each of 17 districts to determine correlations between the effect of cold waves and daily mortality due to natural causes (CIEX: A00-R99) using Generalized Linear Models (GLM) of the Poisson family (link log). The pattern of risks obtained by district was analyzed using binomial family models (link logit), considering socioeconomic and demographic variables. In terms of results, an impact of cold on mortality was detected in 9 of the 17 districts analyzed. The analysis of risk patterns revealed that the probability of detecting an impact in a district increases in a statistically significant way (p-value <0.05) with a higher percentage of homes without heating systems and a higher percentage of population over age 65. The results obtained identify the factors that should be considered in public health policies that target the district level to reduce the impact of cold waves.
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Affiliation(s)
- J A López-Bueno
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Spain
| | - C Linares
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Spain
| | - C Sánchez-Guevara
- Escuela Técnica Superior de Arquitectura, Universidad Politécnica de Madrid, Spain
| | | | - I J Mirón
- Consejería de Sanidad, Junta de Comunidades de Castilla- La Mancha, Spain
| | - M Núñez-Peiró
- Escuela Técnica Superior de Arquitectura, Universidad Politécnica de Madrid, Spain
| | - I Valero
- Escuela Técnica Superior de Arquitectura, Universidad Politécnica de Madrid, Spain
| | - J Díaz
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Spain.
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24
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Wong MS, Ho HC, Tse A. Geospatial context of social and environmental factors associated with health risk during temperature extremes: Review and discussion. GEOSPATIAL HEALTH 2020; 15. [PMID: 32575974 DOI: 10.4081/gh.2020.814] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 02/21/2020] [Indexed: 06/11/2023]
Abstract
This study reviews forty-six publications between 2008 and 2017 dealing with socio-environmental impacts on adverse health effects of temperature extremes, in a geospatial context. The review showed that most studies focus on extremely hot weather but lack analysis of how spatial heterogeneity across a region can influence cold mortality/morbidity. There are limitations regarding the use of temperature datasets for spatial analyses. Only a few studies have applied air temperature datasets with high spatial resolution to health studies, but none of these studies have used anthropogenic heat as a factor for analysis of health risk. In addition, the elderly is generally recognized as a vulnerable group in most studies, but the interaction between old age and temperature risk varies by location. Other socio-demographic factors such as low income, low education and accessibility to community shelters may also need to be considered in the future. There are only a few studies which investigate the interaction between temperature and air pollution in a geospatial context, despite the fact that this is a known interaction that can influence health risk under extreme weather. In conclusions, although investigation of temperature effects on health risk is already at the "mature stage", studies of socio-environmental influences on human health under extreme weather in a geospatial context is still being investigated. A comprehensive assessment is required to analyse how the spatial aspects of the geophysical and social environments can influence human health under extreme weather, in order to develop a better community plan and health protocols for disaster preparedness.
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Affiliation(s)
- Man Sing Wong
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University; Research Institute for Sustainable Urban Development, The Hong Kong Polytechnic University.
| | - Hung Chak Ho
- Department of Urban Planning and Design, The University of Hong Kong.
| | - Agnes Tse
- Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University.
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25
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Linares C, Díaz J, Negev M, Martínez GS, Debono R, Paz S. Impacts of climate change on the public health of the Mediterranean Basin population - Current situation, projections, preparedness and adaptation. ENVIRONMENTAL RESEARCH 2020; 182:109107. [PMID: 32069750 DOI: 10.1016/j.envres.2019.109107] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 12/24/2019] [Accepted: 12/31/2019] [Indexed: 05/04/2023]
Abstract
The Mediterranean Basin is undergoing a warming trend with longer and warmer summers, an increase in the frequency and the severity of heat waves, changes in precipitation patterns and a reduction in rainfall amounts. In this unique populated region, which is characterized by significant gaps in the socio-economic levels particularly between the North (Europe) and South (Africa), parallel with population growth and migration, increased water demand and forest fires risk - the vulnerability of the Mediterranean population to human health risks increases significantly. Indeed, climatic changes impact the health of the Mediterranean population directly through extreme heat, drought or storms, or indirectly by changes in water availability, food provision and quality, air pollution and other stressors. The main health effects are related to extreme weather events (including extreme temperatures and floods), changes in the distribution of climate-sensitive diseases and changes in environmental and social conditions. The poorer countries, particularly in North Africa and the Levant, are at highest risk. Climate change affects the vulnerable sectors of the region, including an increasingly older population, with a larger percentage of those with chronic diseases, as well as poor people, which are therefore more susceptible to the effects of extreme temperatures. For those populations, a better surveillance and control systems are especially needed. In view of the climatic projections and the vulnerability of Mediterranean countries, climate change mitigation and adaptation become ever more imperative. It is important that prevention Health Action Plans will be implemented, particularly in those countries that currently have no prevention plans. Most adaptation measures are "win-win situation" from a health perspective, including reducing air pollution or providing shading solutions. Additionally, Mediterranean countries need to enhance cross-border collaboration, as adaptation to many of the health risks requires collaboration across borders and also across the different parts of the basin.
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Affiliation(s)
- Cristina Linares
- National School of Public Health. Carlos III Institute of Health, Madrid, Spain
| | - Julio Díaz
- National School of Public Health. Carlos III Institute of Health, Madrid, Spain
| | - Maya Negev
- School of Public Health, University of Haifa, Israel
| | | | | | - Shlomit Paz
- Department of Geography and Environmental Studies, University of Haifa, Israel.
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26
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Fdez-Arroyabe P, Fornieles-Callejón J, Santurtún A, Szangolies L, Donner RV. Schumann resonance and cardiovascular hospital admission in the area of Granada, Spain: An event coincidence analysis approach. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 705:135813. [PMID: 31826805 DOI: 10.1016/j.scitotenv.2019.135813] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 11/21/2019] [Accepted: 11/26/2019] [Indexed: 05/21/2023]
Abstract
The study of bio-effects of Schumann resonances is a very complex issue. There is a need to identify mechanisms and pathways that explain how Extremely Low Frequency magnetic fields affect biology or human health. This particular study tries to identify statistical associations between ELF magnetic fields in the province of Granada (Spain) and cardiovascular related hospital admission in the same province for the period April, 1st 2013 to March, 31st 2014. Research is developed under an epidemiological approach based on an Event Coincidence Analysis statistical method. Clustered events, statistically significant (ECA shuffle-surrogate test p = .01 and p < .01), were found for the minimum values of the first and the third Schuman resonances frequency on east-west and north-south directions, and for the amplitude parameter of the second resonance and the total signal energy in the north-south direction. Empirical measurements of SR parameters were recorded at the Sierra Nevada Mountain in Granada province (Spain). Results show a clear coincidence of the events for the minima amplitudes of Shuman resonances and energy in the north-south orientation and the number of the cardiovascular related hospital admissions. Further research is needed with longer temporal series and a new approach based on gender seems to be also interesting for future studies.
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Affiliation(s)
- Pablo Fdez-Arroyabe
- University of Cantabria, Department of Geography, Geobiomet Research Group, Santander, Spain.
| | | | - Ana Santurtún
- University of Cantabria, Faculty of Medicine, Physiology and Pharmacology Department, Geobiomet Research Group, Santander, Spain
| | - Leonna Szangolies
- Potsdam Institute for Climate Impact Research (PIK) - A Member of the Leibniz Association, Potsdam, Germany
| | - Reik V Donner
- Potsdam Institute for Climate Impact Research (PIK) - A Member of the Leibniz Association, Potsdam, Germany; Magdeburg-Stendal University of Applied Sciences, Department of Water, Environment, Construction and Safety, Magdeburg, Germany
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27
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Moreira I, Linares C, Follos F, Sánchez-Martínez G, Vellón JM, Díaz J. Short-term effects of Saharan dust intrusions and biomass combustion on birth outcomes in Spain. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 701:134755. [PMID: 31704398 DOI: 10.1016/j.scitotenv.2019.134755] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 09/24/2019] [Accepted: 09/29/2019] [Indexed: 05/24/2023]
Abstract
The objective of this study is to analyze the short-term effects of atmospheric pollutant concentrations (PM10, NO2 and O3) and heat and cold waves on the number of pre-term births and cases of low birth weight related to Saharan dust advection and biomass combustion. The dependent variables used in this analysis were the total number of births, births with low weight (>2.500 g) and pre-term births (<37 weeks), that occurred at the province level. Data provided by the NSI included: days with Saharan dust intrusion or biomass advection classified in terms of information provided by MITECO for each of the nine regions in Spain. A representative city was selected for reach region in which the registered average daily concentrations of PM10, NO2 and O3 (μg/m3) were used. These were also provided by MITECO. The daily maximum and daily minimum temperature (°C) used was those registered by the meteorological observatory station located in each province capital, provided by AEMET. Using Poisson log linear regression models, the associated relative risks (RR) were measured as well as the population attributable risk (PAR) corresponding to the variables that resulted statistically significant at p < 0.05 for days with and without intrusion of natural particulate matter. The results obtained show that the days with Saharan dust intrusion or advections due to biomass combustion- beyond the impact of PM10, primary pollutants such as NO2 (in Saharan intrusions), heat waves and O3 - are associated with the number of births, low birth weight and pre-term birth. The RR and percent PAR of the pollutants and the heat waves are greater than those obtained for PM10. The results of this study indicate that days with natural particulate matter due to biomass combustion or advection of Saharan dust put pregnant women at risk.
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Affiliation(s)
- I Moreira
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Madrid, Spain
| | - C Linares
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Madrid, Spain
| | - F Follos
- Tdot Soluciones Sostenibles, S.L. Ferrol, A Coruña, Spain
| | | | - J M Vellón
- Tdot Soluciones Sostenibles, S.L. Ferrol, A Coruña, Spain
| | - J Díaz
- Escuela Nacional de Sanidad, Instituto de Salud Carlos III, Madrid, Spain.
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28
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Díaz J, López-Bueno JA, Sáez M, Mirón IJ, Luna MY, Sánchez-Martínez G, Carmona R, Barceló MA, Linares C. Will there be cold-related mortality in Spain over the 2021-2050 and 2051-2100 time horizons despite the increase in temperatures as a consequence of climate change? ENVIRONMENTAL RESEARCH 2019; 176:108557. [PMID: 31265969 DOI: 10.1016/j.envres.2019.108557] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Revised: 05/20/2019] [Accepted: 06/24/2019] [Indexed: 06/09/2023]
Abstract
INTRODUCTION Global warming is resulting in an increase in temperatures which is set to become more marked by the end of the century and depends on the accelerating pace of greenhouse gas emissions into the atmosphere. Yet even in this scenario, so-called "cold waves" will continue to be generated and have an impact on health. OBJECTIVES This study sought to analyse the impact of cold waves on daily mortality at a provincial level in Spain over the 2021-2050 and 2051-2100 time horizons under RCP4.5 and RCP 8.5 emission scenarios, on the basis of two hypotheses: (1) that the cold-wave definition temperature (T threshold) would not vary over time; and, (2) that there would be a variation in T threshold. MATERIAL AND METHODS The results of a retrospective study undertaken for Spain as a whole across the period 2000-2009 enabled us to ascertain the cold-wave definition temperature at a provincial level and its impact on health, measured by reference to population attributable risk (PAR). The minimum daily temperatures projected for each provincial capital considering the above time horizons and emission scenarios were provided by the State Meteorological Agency. On the basis of the T threshold definition values and minimum daily temperatures projected for each province, we calculated the expected impact of low temperatures on mortality under the above two hypotheses. Keeping the PAR values constant, it was assumed that the mortality rate would vary in accordance with the available data. RESULTS If T threshold remained constant over the above time horizons under both emission scenarios, there would be no cold-related mortality. If T threshold were assumed to vary over time, however, then cold-related mortality would not disappear: it would instead remain practically constant over time and give rise to an estimated overall figure of around 250 deaths per year, equivalent to close on a quarter of Spain's current annual cold-related mortality and entailing a cost of approximately €1000 million per year. CONCLUSION Given that cold waves are not going to disappear and that their impact on mortality is far from negligible and is likely to remain so, public health prevention measures must be implemented to minimise these effects as far as possible.
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Affiliation(s)
- J Díaz
- (a)National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029, Madrid, Spain.
| | - J A López-Bueno
- (a)National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029, Madrid, Spain
| | - M Sáez
- Research Group on Statistics, Econometrics and Health (GRECS), University of Girona, Calle de la Universitat de Girona 10, Campus de Montilivi, 17003, Girona, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Avda. Monforte de Lemos, 5, Pabellón 11, Planta Baja, 28029, Madrid, Spain
| | - I J Mirón
- Torrijos Public Health District, Castile-La Mancha Regional Health Authority (Consejería de Sanidad, Torrijos (Toledo), Spain
| | - M Y Luna
- State Meteorological Agency (Agencia Estatal de Meteorología/AEMET), Madrid, Spain
| | | | - R Carmona
- (a)National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029, Madrid, Spain
| | - M A Barceló
- Research Group on Statistics, Econometrics and Health (GRECS), University of Girona, Calle de la Universitat de Girona 10, Campus de Montilivi, 17003, Girona, Spain; Consortium for Biomedical Research in Epidemiology & Public Health (CIBER en Epidemiología y Salud Pública - CIBERESP), Avda. Monforte de Lemos, 5, Pabellón 11, Planta Baja, 28029, Madrid, Spain
| | - C Linares
- (a)National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029, Madrid, Spain
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29
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Martinez GS, Linares C, Ayuso A, Kendrovski V, Boeckmann M, Diaz J. Heat-health action plans in Europe: Challenges ahead and how to tackle them. ENVIRONMENTAL RESEARCH 2019; 176:108548. [PMID: 31247429 DOI: 10.1016/j.envres.2019.108548] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 06/17/2019] [Accepted: 06/18/2019] [Indexed: 05/04/2023]
Abstract
High temperatures have periodically affected large areas in Europe and urban settings. In particular, the deadly 2003 summer heat waves precipitated a multitude of national and subnational health prevention and research efforts. Building on these and other international experiences the WHO Regional Office for Europe developed and published in 2008 a comprehensive framework for prevention, the heat-health action plans (HHAPs). This provided a blueprint used by several national and subnational authorities to design their prevention efforts. A decade after the publication of the WHO guidance, a wealth of new evidence and acquired implementation experience has emerged around HHAP effectiveness; heat exposure; acclimatization and adaptation; heat-health governance and stakeholder involvement; and the role of urban design and greening interventions in prevention. This evidence and experience can guide the strategies to tackle current and upcoming challenges in protecting health from heat under a warming climate.
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Affiliation(s)
| | | | - Ana Ayuso
- Carlos III National Institute of Health, Madrid, Spain
| | | | | | - Julio Diaz
- Carlos III National Institute of Health, Madrid, Spain
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Mortality Related to Cold Temperatures in Two Capitals of the Baltics: Tallinn and Riga. ACTA ACUST UNITED AC 2019; 55:medicina55080429. [PMID: 31382432 PMCID: PMC6723676 DOI: 10.3390/medicina55080429] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 07/24/2019] [Accepted: 08/01/2019] [Indexed: 11/17/2022]
Abstract
Background and objectives: Despite global warming, the climate in Northern Europe is generally cold, and the large number of deaths due to non-optimal temperatures is likely due to cold temperatures. The aim of the current study is to investigate the association between cold temperatures and all-cause mortality, as well as cause-specific mortality, in Tallinn and Riga in North-Eastern Europe. Materials and Methods: We used daily information on deaths from state death registries and minimum temperatures from November to March over the period 1997-2015 in Tallinn and 2009-2015 in Riga. The relationship between the daily minimum temperature and mortality was investigated using the Poisson regression, combined with a distributed lag non-linear model considering lag times of up to 21 days. Results: We found significantly higher all-cause mortality owing to cold temperatures both in Tallinn (Relative Risk (RR) = 1.28, 95% Confidence Interval (CI) 1.01-1.62) and in Riga (RR = 1.41, 95% CI 1.11-1.79). In addition, significantly increased mortality due to cold temperatures was observed in the 75+ age group (RR = 1.64, 95% CI 1.17-2.31) and in cardiovascular mortality (RR = 1.83, 95% CI 1.31-2.55) in Tallinn and in the under 75 age group in Riga (RR = 1.58, 95% CI 1.12-2.22). In this study, we found no statistically significant relationship between mortality due to respiratory or external causes and cold days. The cold-related attributable fraction (AF) was 7.4% (95% CI -3.7-17.5) in Tallinn and 8.3% (95% CI -0.5-16.3) in Riga. This indicates that a relatively large proportion of deaths in cold periods can be related to cold in North-Eastern Europe, where winters are relatively harsh.
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Cheng J, Xu Z, Bambrick H, Su H, Tong S, Hu W. Impacts of exposure to ambient temperature on burden of disease: a systematic review of epidemiological evidence. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 2019; 63:1099-1115. [PMID: 31011886 DOI: 10.1007/s00484-019-01716-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 03/25/2019] [Accepted: 03/27/2019] [Indexed: 05/21/2023]
Abstract
Ambient temperature is an important determinant of mortality and morbidity, making it necessary to assess temperature-related burden of disease (BD) for the planning of public health policies and adaptive responses. To systematically review existing epidemiological evidence on temperature-related BD, we searched three databases (PubMed, Web of Science, and Scopus) on 1 September 2018. We identified 97 studies from 56 counties for this review, of which 75 reported the fraction or number of health outcomes (include deaths and diseases) attributable to temperature, and 22 reported disability-adjusted life years (include years of life lost and years lost due to disability) related to temperature. Non-optimum temperatures (i.e., heat and cold) were responsible for > 2.5% of mortality in all included high-income countries/regions, and > 3.0% of mortality in all included middle-income countries. Cold was mostly reported to be the primary source of mortality burden from non-optimum temperatures, but the relative role of three different temperature exposures (i.e., heat, cold, and temperature variability) in affecting morbidity and mortality remains unclear so far. Under the warming climate scenario, almost all projections assuming no population adaptation suggested future increase in heat-related but decrease in cold-related BD. However, some studies emphasized the great uncertainty in future pattern of temperature-related BD, largely depending on the scenarios of climate, population adaptation, and demography. We also identified important discrepancies and limitations in current research methodologies employed to measure temperature exposures and model temperature-health relationship, and calculate the past and project future temperature-related BD. Overall, exposure to non-optimum ambient temperatures has become and will continue to be a considerable contributor to the global and national BD, but future research is still needed to develop a stronger methodological framework for assessing and comparing temperature-related BD across different settings.
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Affiliation(s)
- Jian Cheng
- School of Public Health and Social Work, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, 4059, Australia
| | - Zhiwei Xu
- School of Public Health and Social Work, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, 4059, Australia
| | - Hilary Bambrick
- School of Public Health and Social Work, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, 4059, Australia
| | - Hong Su
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Shilu Tong
- Shanghai Children's Medical Centre, Shanghai Jiao-Tong University, Shanghai, China
- School of Public Health, Institute of Environment and Human Health, Anhui Medical University, Hefei, China
- School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Wenbiao Hu
- School of Public Health and Social Work, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, 4059, Australia.
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Martínez-Solanas È, Basagaña X. Temporal changes in the effects of ambient temperatures on hospital admissions in Spain. PLoS One 2019; 14:e0218262. [PMID: 31194811 PMCID: PMC6564013 DOI: 10.1371/journal.pone.0218262] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 05/29/2019] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The exposure to extreme ambient temperatures has been reported to increase mortality, although less is known about its impact on morbidity. The analysis of temporal changes in temperature-health associations has also focused on mortality with no studies on hospitalizations worldwide. Studies on temporal variations can provide insights on changes in susceptibility or on effectiveness of public health interventions. We aimed to analyse the effects of temperature on cause-specific hospital admissions in Spain and assess temporal changes using two periods, the second one characterized by the introduction of a heat health prevention plan. METHODS Daily counts of non-scheduled hospital admissions for cardiovascular, cerebrovascular and respiratory diseases and daily maximum temperature were obtained for each Spanish province for the period 1997-2013. The relationship between temperature and hospitalizations was estimated using distributed lag non-linear models. We compared the risk of hospitalization due to temperatures (cold, heat and extreme heat) in two periods (1997-2002 and 2004-2013). RESULTS Cold temperatures were associated with increased risk of cardiovascular, cerebrovascular and respiratory hospital admissions. Hot temperatures were only associated with higher hospital admissions for respiratory causes while hospitalizations for cardiovascular and cerebrovascular diseases did not increase with heat. There was a small reduction in heat-related respiratory admissions in period 2. Whereas cold-related hospitalizations for cardiovascular and cerebrovascular diseases increased in period 2, a significant reduction for respiratory hospitalizations was reported. CONCLUSIONS Our results suggested that heat had an adverse impact on hospital admissions for respiratory diseases, while cold increased the risk of the three studied cause-specific hospitalizations. Public health interventions should also focus on morbidity effects of temperature.
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Affiliation(s)
- Èrica Martínez-Solanas
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Xavier Basagaña
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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Arroyo V, Linares C, Díaz J. Premature births in Spain: Measuring the impact of air pollution using time series analyses. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 660:105-114. [PMID: 30639707 DOI: 10.1016/j.scitotenv.2018.12.470] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 12/27/2018] [Accepted: 12/30/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND Premature birth (<37 weeks of gestation) is the principal indicator of neonatal death during the first month of life and the second cause of death of children under age five. There are 15 million premature births (PTB) worldwide. Air pollution in cities, primarily the result of urban traffic, greatly impacts PTBs, though there are few studies carried out on this topic at the country level. The objective of this study is to quantify the relative risks (RR) and the population attributable risk (PAR) of concentrations of contaminants on PTBs in Spain, and to analyze the most susceptible trimesters. METHODS For each province average weekly PTBs were calculated (ICD-10: P07.2-P07.3) during the period 2001-2009 as well as weekly average concentrations of PM10, NO2 and O3. Estimations were made of RR and PAR using generalized linear models with link Poisson, controlling for the trend, seasonality, the autoregressive nature of the series and the influence of temperature in periods of heat and/or cold waves. A meta-analysis was carried out to estimate RR and PAR at the global level based on the RR obtained for each of the provinces. RESULTS For all of Spain, the global RR of PTB due to the impact of PM10 was 1.071 (1.049, 1.093) and 1.150 (1.084, 1.220) for NO2, with no detected association for O3. Therefore, with decreases of 10 μg/m3 in the concentrations of PM10 and NO2, around 12.5% and 4.5% of PTBs could have been avoided respectively. CONCLUSIONS Around 1.35% of PTBs that occurred in Spain during the study period can be attributed to air pollution. The adoption of structural measures to reduce these air pollutants should result in a decrease in the number of PTBs in Spain.
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Affiliation(s)
- Virginia Arroyo
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain; Autonomous University of Madrid, Spain
| | - Cristina Linares
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Julio Díaz
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
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Arroyo V, Díaz J, Salvador P, Linares C. Impact of air pollution on low birth weight in Spain: An approach to a National Level Study. ENVIRONMENTAL RESEARCH 2019; 171:69-79. [PMID: 30660920 DOI: 10.1016/j.envres.2019.01.030] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 01/11/2019] [Accepted: 01/12/2019] [Indexed: 05/23/2023]
Abstract
BACKGROUND According to the WHO, low birth weight (<2500 gr) is a primary maternal health indicator as the cause of multiple morbi-mortality in the short and long-term. It is known that air pollution from road traffic (PM10, NO2) and O3 have an important impact on low birth weight (LBW), but there are few studies of this topic in Spain. The objective of this study is to determine the possible exposure windows in the gestational period in which there is greater susceptibility to urban air pollution and to quantify the relative risks (RR) and population attributable risks (PAR) of low birth weight associated with pollutant concentrations in Spain. METHODS We calculated the weekly average births with low birth weight (ICD-10: P07.0-P07.1) for each Spanish province for the period 2001-2009, using the average weekly concentrations of PM10, NO2 and O3, measured in the capital cities of the provinces. The estimation of RR and PAR were carried out using generalized linear models with link Poisson, controlling for the trend, seasonality and auto-regressive character of the series and for the influence of temperature during periods of heat waves and/or cold. Finally, a meta-analysis was used to estimate the global RR and PAR based on the RR obtained for each of the provinces. RESULTS The RR for the whole of Spain is 1.104 (CI95%: 1.072, 1.138) for the association between LBW and PM10, and 1.091 (CI95%: 1.059, 1.124) for the association between NO2 and LBW. Our results suggest that 5% of low birth weight births in the case of PM10 and 8% in the case of NO2 could have been avoided with a reduction of 10 μg/m3 in the concentrations of these pollutants. CONCLUSIONS The impact of the results obtained- with 6105 cases attributable to PM10 and up to 9385 cases attributable to NO2 in a period of 9 study years- suggest the need to design structural and awareness public health measures to reduce air pollution in Spain.
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Affiliation(s)
- Virginia Arroyo
- National School of Public Health, Carlos III Institute of Health. Madrid, Spain; Department of Preventive Medicine and Public Health, Universidad Autónoma de Madrid, Madrid, Spain
| | - Julio Díaz
- National School of Public Health, Carlos III Institute of Health. Madrid, Spain.
| | - P Salvador
- Environmental Department of research, Centre for energy, Environment and Technology (Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas/CIEMAT), Madrid, Spain
| | - Cristina Linares
- National School of Public Health, Carlos III Institute of Health. Madrid, Spain
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Díaz J, Carmona R, Mirón IJ, Luna MY, Linares C. Time trends in the impact attributable to cold days in Spain: Incidence of local factors. THE SCIENCE OF THE TOTAL ENVIRONMENT 2019; 655:305-312. [PMID: 30471598 DOI: 10.1016/j.scitotenv.2018.11.254] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/06/2018] [Revised: 11/06/2018] [Accepted: 11/17/2018] [Indexed: 06/09/2023]
Abstract
BACKGROUND While numerous studies have shown that the impact of cold waves is decreasing as result of various processes of adaptation, far fewer have analysed the time trend shown by such impact, and still fewer have done so for the different provinces of a single country, moreover using a specific cold waves definition for each. This study thus aimed to analyse the time trend of the impact of cold days on daily mortality in Spain across the period 1983-2003. METHODS For study purposes, we used daily mortality data for all natural causes except accidents in ten Spanish provinces. The time series was divided into three subperiods. For each period and province, the value of Tthreshold was obtained via the percentile corresponding to the cold day's definition for that province obtained in previous studies. Relative Risks (RRs) and Population Attributable Fraction (PARs) were calculated using Generalised Linear Models (GLMs) with the Poisson regression link. Seasonalities, trends and autoregressive components were controlled. Global RRs and ARs were calculated with the aid of a meta-analysis with random effects for each of the periods. RESULTS The results show that the RRs for Spain as a whole were 1.12 (95% CI: 1.08 1.16) for the first period, 1.15 (95% CI: 1.09 1.22) for the second and 1.18 (95% CI: 1.10 1.26) for the third. The impact of cold days has risen slightly over time, though the differences were not statistically significant. These findings show a clearly different behaviour pattern to that previously found for heat. CONCLUSION The results obtained in this study do not show a downward trend for colds days. The complexity of the biological mechanisms involved in cold-related mortality and the lack of robust results mean that more research must be done in this particular field of public health.
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Affiliation(s)
- J Díaz
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain.
| | - R Carmona
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain
| | - I J Mirón
- Torrijos Public Health District, Castile-La Mancha Regional Health Authority (Consejería de Sanidad), Torrijos, Toledo, Spain
| | - M Y Luna
- State Meteorological Agency (Agencia Estatal de Meteorología/AEMET), Madrid, Spain
| | - C Linares
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain
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Martinez GS, Diaz J, Hooyberghs H, Lauwaet D, De Ridder K, Linares C, Carmona R, Ortiz C, Kendrovski V, Adamonyte D. Cold-related mortality vs heat-related mortality in a changing climate: A case study in Vilnius (Lithuania). ENVIRONMENTAL RESEARCH 2018; 166:384-393. [PMID: 29936286 DOI: 10.1016/j.envres.2018.06.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 05/23/2018] [Accepted: 06/01/2018] [Indexed: 06/08/2023]
Abstract
INTRODUCTION Direct health effects of extreme temperatures are a significant environmental health problem in Lithuania, and could worsen further under climate change. This paper attempts to describe the change in environmental temperature conditions that the urban population of Vilnius could experience under climate change, and the effects such change could have on excess heat-related and cold-related mortality in two future periods within the 21st century. METHODS We modelled the urban climate of Vilnius for the summer and winter seasons during a sample period (2009-2015) and projected summertime and wintertime daily temperatures for two prospective periods, one in the near (2030-2045) and one in the far future (2085-2100), under the Representative Concentration Pathway (RCP) 8.5. We then analysed the historical relationship between temperature and mortality for the period 2009-2015, and estimated the projected mortality in the near future and far future periods under a changing climate and population, assuming alternatively no acclimatisation and acclimatisation to heat and cold based on a constant-percentile threshold temperature. RESULTS During the sample period 2009-2015 in summertime we observed an increase in daily mortality from a maximum daily temperature of 30 °C (the 96th percentile of the series), with an average of around 7 deaths per year. Under a no acclimatisation scenario, annual average heat-related mortality would rise to 24 deaths/year (95% CI: 8.4-38.4) in the near future and to 46 deaths/year (95% CI: 16.4-74.4) in the far future. Under a heat acclimatisation scenario, mortality would not increase significantly in the near or in the far future. Regarding wintertime cold-related mortality in the sample period 2009-2015, we observed increased mortality on days on which the minimum daily temperature fell below - 12 °C (the 7th percentile of the series), with an average of around 10 deaths a year. Keeping the threshold temperature constant, annual average cold-related mortality would decrease markedly in the near future, to 5 deaths/year (95% CI: 0.8-7.9) and even more in the far future, down to 0.44 deaths/year (95% C: 0.1-0.8). Assuming a "middle ground" between the acclimatisation and non-acclimatisation scenarios, the decrease in cold-related mortality will not compensate the increase in heat-related mortality. CONCLUSION Thermal extremes, both heat and cold, constitute a serious public health threat in Vilnius, and in a changing climate the decrease in mortality attributable to cold will not compensate for the increase in mortality attributable to heat. Study results reinforce the notion that public health prevention against thermal extremes should be designed as a dynamic, adaptive process from the inception.
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Affiliation(s)
| | - Julio Diaz
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Hans Hooyberghs
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Dirk Lauwaet
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Koen De Ridder
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Cristina Linares
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Rocio Carmona
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Cristina Ortiz
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Vladimir Kendrovski
- WHO European Centre for Environment and Health (World Health Organization Regional Office for Europe), Germany.
| | - Dovile Adamonyte
- Centre for Health Education and Diseases Prevention (SMLPC), Lithuania.
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Linares C, Falcón I, Ortiz C, Díaz J. An approach estimating the short-term effect of NO 2 on daily mortality in Spanish cities. ENVIRONMENT INTERNATIONAL 2018; 116:18-28. [PMID: 29635093 DOI: 10.1016/j.envint.2018.04.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 04/02/2018] [Accepted: 04/02/2018] [Indexed: 05/18/2023]
Abstract
BACKGROUND Road traffic is the most significant source of urban air pollution. PM2.5 is the air pollutant whose health effects have been most closely studied, and is the variable most commonly used as a proxy indicator of exposure to air pollution, whereas evidence on NO2 concentrations per se is still under study. In the case of Spain, there are no specific updated studies which calculate short-term NO2-related mortality. OBJECTIVE To quantify the relative risks (RRs) and attributable risks (ARs) of daily mortality associated with NO2 concentrations recorded in Spain across the study period, 2000-2009; and to calculate the number of NO2-related deaths. MATERIAL AND METHODS We calculated daily mortality due to natural causes (ICD-10: A00 R99), circulatory causes (ICD-10: I00 I99) and respiratory causes (ICD-10: J00 J99) for each province across the period 2000-2009, using data supplied by the National Statistics Institute. Mean daily NO2 concentrations in μg/m3 for each provincial capital were furnished by the Ministry of Agriculture & Environment, along with the equivalent figures for the control pollutants (PM10). To estimate RRs and ARs, we used generalised linear models with a Poisson link, controlling for maximum and minimum daily temperature, trend of the series, seasonalities, and the autoregressive nature of the series. A meta-analysis with random effects was used to estimate RRs and ARs nationwide. RESULTS The overall RRs obtained for Spain, corresponding to increases of 10 μg/m3 in NO2 concentrations were 1.012 (95% CI: 1.010 1.014) for natural-cause mortality, 1.028 (95% CI: 1.019 1.037) for respiratory-cause mortality, and 1.016 (95% CI: 1.012 1.021) for circulatory-cause mortality. This amounted to an annual overall 6085 deaths (95% CI: 3288 9427) due to natural causes, 1031 (95% CI: 466 1585) due to respiratory causes, and 1978 (95% CI: 828 3197) due to circulatory causes. CONCLUSION By virtue of the number of cities involved and the nature of the analysis performed, with quantification of the RRs and ARs of the short-term impact of NO2 on daily mortality in Spain, this study provides an updated estimate of the effect had by this type of pollutant on causes of mortality, and constitutes an important basis for reinforcing public health measures at a national level.
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Affiliation(s)
- Cristina Linares
- Department of Epidemiology and Biostatistics, National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
| | - Isabel Falcón
- Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | - Cristina Ortiz
- Department of Epidemiology and Biostatistics, National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Julio Díaz
- Department of Epidemiology and Biostatistics, National School of Public Health, Carlos III Institute of Health, Madrid, Spain
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Martinez GS, Diaz J, Hooyberghs H, Lauwaet D, De Ridder K, Linares C, Carmona R, Ortiz C, Kendrovski V, Aerts R, Van Nieuwenhuyse A, Bekker-Nielsen Dunbar M. Heat and health in Antwerp under climate change: Projected impacts and implications for prevention. ENVIRONMENT INTERNATIONAL 2018; 111:135-143. [PMID: 29207285 PMCID: PMC5786665 DOI: 10.1016/j.envint.2017.11.012] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2017] [Revised: 11/15/2017] [Accepted: 11/16/2017] [Indexed: 05/16/2023]
Abstract
BACKGROUND Excessive summer heat is a serious environmental health problem in several European cities. Heat-related mortality and morbidity is likely to increase under climate change scenarios without adequate prevention based on locally relevant evidence. METHODS We modelled the urban climate of Antwerp for the summer season during the period 1986-2015, and projected summer daily temperatures for two periods, one in the near (2026-2045) and one in the far future (2081-2100), under the Representative Concentration Pathway (RCP) 8.5. We then analysed the relationship between temperature and mortality, as well as with hospital admissions for the period 2009-2013, and estimated the projected mortality in the near future and far future periods under changing climate and population, assuming alternatively no acclimatization and acclimatization based on a constant threshold percentile temperature. RESULTS During the sample period 2009-2013 we observed an increase in daily mortality from a maximum daily temperature of 26°C, or the 89th percentile of the maximum daily temperature series. The annual average heat-related mortality in this period was 13.4 persons (95% CI: 3.8-23.4). No effect of heat was observed in the case of hospital admissions due to cardiorespiratory causes. Under a no acclimatization scenario, annual average heat-related mortality is multiplied by a factor of 1.7 in the near future (24.1deaths/year CI 95%: 6.78-41.94) and by a factor of 4.5 in the far future (60.38deaths/year CI 95%: 17.00-105.11). Under a heat acclimatization scenario, mortality does not increase significantly in the near or in the far future. CONCLUSION These results highlight the importance of a long-term perspective in the public health prevention of heat exposure, particularly in the context of a changing climate, and the calibration of existing prevention activities in light of locally relevant evidence.
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Affiliation(s)
- Gerardo Sanchez Martinez
- The UNEP-DTU Partnership, United Nations City, Marmorvej 41, Copenhagen, Denmark; WHO European Centre for Environment and Health (World Health Organization Regional Office for Europe), Platz der Vereinten Nationen 1, Bonn, Germany.
| | - Julio Diaz
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Hans Hooyberghs
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Dirk Lauwaet
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Koen De Ridder
- Flemish Institute for Technological Research (VITO), Belgium.
| | - Cristina Linares
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Rocio Carmona
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Cristina Ortiz
- National School of Public Health, Carlos III Institute of Health (ISCIII), Spain.
| | - Vladimir Kendrovski
- WHO European Centre for Environment and Health (World Health Organization Regional Office for Europe), Platz der Vereinten Nationen 1, Bonn, Germany.
| | - Raf Aerts
- Health and Environment, Scientific Institute of Public Health (WIV-ISP), Belgium; Department of Earth and Environmental Sciences, University of Leuven (KU Leuven), Belgium.
| | - An Van Nieuwenhuyse
- Health and Environment, Scientific Institute of Public Health (WIV-ISP), Belgium; Department of Public Health and Primary Care, Environmental Health, University of Leuven (KU Leuven), Belgium.
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Carmona R, Linares C, Ortiz C, Mirón IJ, Luna MY, Díaz J. Spatial variability in threshold temperatures of heat wave mortality: impact assessment on prevention plans. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2017; 27:463-475. [PMID: 28969426 DOI: 10.1080/09603123.2017.1379056] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Spain's current heat wave prevention plans are activated according to administrative areas. This study analyses the determination of threshold temperatures for triggering prevention-plan activation by reference to isoclimatic areas, and describes the public health benefits. We subdivided the study area - the Madrid Autonomous Region (MAR) - into three, distinct, isoclimatic areas: 'North', 'Central' and 'South', and grouped daily natural-cause mortality (ICD-10: A00-R99) in towns of over 10,000 inhabitants (2000-2009 period) accordingly. Using these three areas rather than the MAR as a whole would have resulted in a possible decrease in mortality of 73 persons (38-108) in the North area, and in aborting unnecessary activation of the plan 153 times in the Central area and 417 times in the South area. Our results indicate that extrapolating this methodology would bring benefits associated with a reduction in attributable mortality and improved effectiveness of public health interventions.
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Affiliation(s)
- R Carmona
- a National School of Public Health, Carlos III Institute of Health , Madrid , Spain
| | - C Linares
- a National School of Public Health, Carlos III Institute of Health , Madrid , Spain
| | - C Ortiz
- a National School of Public Health, Carlos III Institute of Health , Madrid , Spain
| | - I J Mirón
- b Torrijos Public Health District, Castile-La Mancha Regional Health Authority (Consejería de Sanidad y Asuntos Sociales de Castilla-La Mancha) , Torrijos (Toledo) , Spain
| | - M Y Luna
- c State Meteorological Agency (Agencia Estatal de Meteorología/AEMET) , Madrid , Spain
| | - J Díaz
- a National School of Public Health, Carlos III Institute of Health , Madrid , Spain
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Díaz J, Linares C, Carmona R, Russo A, Ortiz C, Salvador P, Trigo RM. Saharan dust intrusions in Spain: Health impacts and associated synoptic conditions. ENVIRONMENTAL RESEARCH 2017; 156:455-467. [PMID: 28412538 DOI: 10.1016/j.envres.2017.03.047] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 03/07/2017] [Accepted: 03/30/2017] [Indexed: 05/23/2023]
Abstract
BACKGROUND A lot of papers have been published about the impact on mortality of Sahara dust intrusions in individual cities. However, there is a lack of studies that analyse the impact on a country and scarcer if in addition the analysis takes into account the meteorological conditions that favour these intrusions. OBJECTIVES The main aim is to examine the effect of Saharan dust intrusions on daily mortality in different Spanish regions and to characterize the large-scale atmospheric circulation anomalies associated with such dust intrusions. METHODS For determination of days with Saharan dust intrusions, we used information supplied by the Ministry of Agriculture, Food & Environment, it divides Spain into 9 main areas. In each of these regions, a representative province was selected. A time series analysis has been performed to analyse the relationship between daily mortality and PM10 levels in the period from 01.01.04 to 31.12.09, using Poisson regression and stratifying the analysis by the presence or absence of Saharan dust advections. RESULTS The proportion of days on which there are Saharan dust intrusions rises to 30% of days. The synoptic pattern is characterised by an anticyclonic ridge extending from northern Africa to the Iberian Peninsula. Particulate matter (PM) on days with intrusions are associated with daily mortality, something that does not occur on days without intrusions, indicating that Saharan dust may be a risk factor for daily mortality. In other cases, what Saharan dust intrusions do is to change the PM-related mortality behaviour pattern, going from PM2.5. CONCLUSIONS A study such as the one conducted here, in which meteorological analysis of synoptic situations which favour Saharan dust intrusions, is combined with the effect on health at a city level, would seem to be crucial when it comes to analysing the differentiated mortality pattern in situations of Saharan dust intrusions.
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Affiliation(s)
- Julio Díaz
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III National Institute of Health, Madrid, Spain.
| | - Cristina Linares
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III National Institute of Health, Madrid, Spain
| | - Rocío Carmona
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III National Institute of Health, Madrid, Spain
| | - Ana Russo
- Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
| | - Cristina Ortiz
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III National Institute of Health, Madrid, Spain
| | - Pedro Salvador
- Environmental Department of the Research Center for Energy, Environment and Technology (CIEMAT), Madrid, Spain
| | - Ricardo Machado Trigo
- Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Lisbon, Portugal
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Ortiz C, Linares C, Carmona R, Díaz J. Evaluation of short-term mortality attributable to particulate matter pollution in Spain. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2017; 224:541-551. [PMID: 28237303 DOI: 10.1016/j.envpol.2017.02.037] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 01/18/2017] [Accepted: 02/16/2017] [Indexed: 05/18/2023]
Abstract
According to the WHO, 3 million deaths are attributable to air pollution due to particulate matter (PM) world-wide. However, there are no specific updated studies which calculate short-term PM-related cause specific mortality in Spain. The objective is to quantify the relative risks (RRs) and attributable risks (ARs) of daily mortality associated with PM10 concentrations, registered in Spanish provinces and to calculate the number of PM-related deaths. We calculated daily mortality due to natural (ICD-10: A00 R99), circulatory (ICD-10: I00 I99) and respiratory causes (ICD-10: J00 J99) for each province across the period 2000-2009. Mean daily concentrations of PM10, NO2 and O3 was used. For the estimate of RRs and ARs, we used generalised linear models with a Poisson link. A meta-analysis was used to estimate RRs and ARs in the provinces with statically significant results. The overall RRs obtained for these provinces, corresponding to increases of 10 μ g/m3 in PM10 concentrations were 1.009 (95% CI: 1.006 1011) for natural, 1.026 (95% CI: 1.019 1033) for respiratory, and 1.009 (95% CI: 1.006 1012) for circulatory-cause mortality. This amounted to an annual overall total of 2683 deaths (95% CI: 852 4354) due to natural, 651 (95% CI: 359 1026) due to respiratory, and 556 (95% CI: 116 1012) due to circulatory causes, with 90% of this mortality lying below the WHO guideline values. This study provides an updated estimate of the effect had by this type of pollutant on causes of mortality, and constitutes an important basis for reinforcing public health measures.
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Affiliation(s)
- Cristina Ortiz
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Cristina Linares
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Rocio Carmona
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Julio Díaz
- Department of Epidemiology and Biostatistic, National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
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Carmona R, Linares C, Ortiz C, Vázquez B, Díaz J. Effects of noise on telephone calls to the Madrid Regional Medical Emergency Service (SUMMA 112). ENVIRONMENTAL RESEARCH 2017; 152:120-127. [PMID: 27770712 DOI: 10.1016/j.envres.2016.10.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 09/23/2016] [Accepted: 10/12/2016] [Indexed: 06/06/2023]
Abstract
BACKGROUND Although the effects of noise on population morbidity and mortality have been observed both in the short and long term, the morbidity and mortality indicators used to date have not enabled information on such health effects to be accessed in real time. At an international level, there are relatively few studies, mostly recent, which have considered an alternative indicator, such as the demand for medical attention provided by emergency services, taking into account environmental factors other than noise. OBJECTIVES To ascertain the short-term effect of road-traffic noise levels on medical care, broken down by organic, circulatory and respiratory causes, provided by the Madrid Regional Medical Emergency Service (Servicio de Urgencia Médica de Madrid/SUMMA 112). METHODS We used an ecological time-series study and fitted Poisson regression models, to analyse the number of daily, cause-specific episodes of care provided in situ by SUMMA 112, via emergency ambulance dispatches, across the period 01/01/2008-31/12/2009. To this end, we considered diurnal (Leqd: 7-23h), nocturnal (Leqn: 23-7h) and daily (Leq24: 24h) noise (in db(A)) as the principal factor, and chemical air pollution (µg/m3) and temperature (°C) as the control variables. We also controlled for trend and seasonalities, the autoregressive nature of the series, and day of the week. RESULTS Nocturnal noise exceeded the WHO threshold (55 db(A)) on 100% of nights, despite displaying a downward trend across the study period. For all causes, with the exception of emergency calls due to ischaemic disease, it was nocturnal rather than diurnal noise levels that had a short-term effect (lags 0-1) on SUMMA 112 calls, with this impact being greater for respiratory than for circulatory causes. Hence, for every increase of 1db in Leqn, the relative risks (RRs) were as follows: 1.11 (95% CI 1.09-1.13) for organic causes; 1.14 (95% CI: 1.11-1.18) for respiratory causes; and 1.08 (95% CI: 1.05-1.10) for circulatory causes. CONCLUSION SUMMA 112 data give access to real-time information on the health effects associated with increases in noise levels, which cannot be obtained via mortality or hospital-admission data, since these are collected in the longer term. Accordingly, this is something that would be immediately applicable in any future implementation of a syndromic surveillance system focusing on the effects of environmental pollutants on health.
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Affiliation(s)
- Rocío Carmona
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Cristina Linares
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | - Cristina Ortiz
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain
| | | | - Julio Díaz
- National School of Public Health, Carlos III Institute of Health, Madrid, Spain.
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Carmona R, Díaz J, Mirón IJ, Ortiz C, Luna MY, Linares C. Mortality attributable to extreme temperatures in Spain: A comparative analysis by city. ENVIRONMENT INTERNATIONAL 2016; 91:22-8. [PMID: 26900891 DOI: 10.1016/j.envint.2016.02.018] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 02/10/2016] [Accepted: 02/12/2016] [Indexed: 05/14/2023]
Abstract
BACKGROUND The Low Temperature Days (LTD) have attracted far less attention than that of High Temperature Days (HTD), though its impact on mortality is at least comparable. This lower degree of attention may perhaps be due to the fact that its influence on mortality is less pronounced and longer-term, and that there are other concomitant infectious winters factors. In a climate-change scenario, the studies undertaken to date report differing results. The aim of this study was to analyse mortality attributable to both thermal extremes in Spain's 52 provinces across the period 2000-2009, and estimate the related economic cost to show the benefit or "profitability" of implementing prevention plans against LTD. METHODS Previous studies enabled us: to obtain the maximum daily temperature above which HTD occurred and the minimum daily temperature below which LTD occurred in the 52 provincial capitals analysed across the same study period; and to calculate the relative and attributable risks (%) associated with daily mortality in each capital. These measures of association were then used to make different calculations to obtain the daily mean mortality attributable to both thermal extremes. To this end, we obtained a summary of the number of degrees whereby the temperature exceeded (excess °C) or fell short (deficit °C) of the threshold temperature for each capital, and calculated the respective number of extreme temperatures days. The economic estimates rated the prevention plans as being 68% effective. RESULTS Over the period considered, the number of HTD (4373) was higher than the number of LTD (3006) for Spain as a whole. Notwithstanding this, in every provincial capital the mean daily mortality attributable to heat was lower (3deaths/day) than that attributable to cold (3.48deaths/day). In terms of the economic impact of the activation of prevention plans against LTD, these could be assumed to avoid 2.37 deaths on each LTD, which translated as a saving of €0.29M. Similarly, in the case of heat, 2.04 deaths could be assumed to be avoided each day on which the prevention plan against HTD was activated, amounting to a saving of €0.25M. While the economic cost of cold-related mortality across the ten-year period 2000-2009 was €871.7M, that attributable to heat could be put at €1093.2M. CONCLUSION The effect of extreme temperatures on daily mortality was similar across the study period for Spain overall. The lower number of days with LTD meant, however, that daily cold-related mortality was higher than daily heat-related mortality, thereby making prevention plans against LTD more "profitable" prevention plans against HTD in terms of avoidable mortality.
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Affiliation(s)
- R Carmona
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain
| | - J Díaz
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain.
| | - I J Mirón
- Torrijos Public Health District, Castile-La Mancha Regional Health & Social Affairs Authority (Consejería de Sanidad y Asuntos Sociales de Castilla-La Mancha), Torrijos, Toledo, Spain
| | - C Ortiz
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain
| | - M Y Luna
- State Meteorological Agency, (AEMET), Madrid, Spain
| | - C Linares
- National School of Public Health, Carlos III Institute of Health, Avda. Monforte de Lemos, 5, 28029 Madrid, Spain
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