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Petrou I, Begou P, Dokas IM, Paschalidou AK. The influence of weather types over northern Greece on respiratory and cardio-vascular mortality. Int J Biometeorol 2023; 67:355-366. [PMID: 36592210 DOI: 10.1007/s00484-022-02414-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 11/04/2022] [Accepted: 11/12/2022] [Indexed: 06/17/2023]
Abstract
Extreme ambient temperatures are well-known for their adverse impact on public health, in the form of increased mortality and morbidity due to respiratory and cardio-vascular diseases. However, to capture the total impact of weather on cause-specific mortality/morbidity, the synoptic atmospheric conditions over the region under study need to be taken into account. The objective of this work is to identify weather types over Thessaloniki, Greece, statistically associated with mortality from circulatory and respiratory diseases, in an attempt to holistically determine the impact of weather on cause-specific mortality in the region. For this purpose, we employed datasets from the NCEP/NCAR Reanalysis comprising intrinsic daily data, gridded at a resolution of 2.5°×2.5° and covering a 41-year period (1980-2020). The first set used contains data of 500 hPa and 1,000 hPa geopotential heights for the main geographical domain of the Mediterranean region (30°N-45°N, 10°Ε-35°E). The second set comprises meteorological variables (2 m temperature, specific humidity, 2 m zonal and 2 m meridional wind and total cloud cover) for a geographical domain of north Greece (40.95°Ν, 22.50°Ε-26.25°E). We applied a combination of principal components analysis (PCA) as a dimensionality reduction tool and k-means cluster analysis (CA) in order to group days with homogeneous synoptic meteorological parameters. The derived weather types were statistically correlated with respiratory and mortality data for the time-period 1999-2018. It was concluded that the most fatal conditions for public health in Thessaloniki were associated with weather types bringing low/extremely low ambient temperature over north Greece.
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Affiliation(s)
- Ilias Petrou
- Laboratory of Meteorology, Department of Physics, University of Ioannina, Ioannina, Greece.
| | - Paraskevi Begou
- Laboratory of Meteorology, Department of Physics, University of Ioannina, Ioannina, Greece
| | - Ioannis M Dokas
- Department of Civil Engineering, Democritus University of Thrace, Xanthi, Greece
| | - Anastasia K Paschalidou
- Department of Forestry and Management of the Environment and Natural Resources, Democritus University of Thrace, Orestiada, Greece
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Kassomenos P, Kissas G, Petrou I, Begou P, Khan HS, Santamouris M. The influence of daily weather types on the development and intensity of the urban heat island in two Mediterranean coastal metropolises. Sci Total Environ 2022; 819:153071. [PMID: 35038535 DOI: 10.1016/j.scitotenv.2022.153071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/08/2022] [Accepted: 01/08/2022] [Indexed: 06/14/2023]
Abstract
In this study we investigated the association between daily weather types (WTs) and the Urban Heat Island (UHI) in two Mediterranean coastal metropolises. For this purpose, we employed an existing weather type classification scheme and examined which WTs influence or drive the intensity of the UHI. We used the gridded weather typing classification (GWTC), in which meteorological conditions at a single location are categorized in daily WTs. We compared these WTs with the maximum temperature differences between urban centers and rural areas in the two major metropolises of Greece (Athens and Thessaloniki). These metropolises have dissimilar geography and spatial planning as well as their urban climate characteristics have differences. We used two groups of temperature time series on a daily basis. One with high and the other with low temperature differences (upper 5% and lower 5% of the maximum temperature differences (ΔΤmax)) which reported the WTs that contribute to increase of UHI Intensity. We found that urban overheating was amplified during daytime under Humid, Humid Warm and Warm conditions in both Athens and Thessaloniki. As for nighttime, urban overheating is associated with Warm, Dry and Dry Warm conditions in Thessaloniki while in Athens increased under Humid, Humid Warm and Warm conditions.
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Affiliation(s)
- Pavlos Kassomenos
- Laboratory of Meteorology and Climatology, Department of Physics, University of Ioannina, GR-45110 Ioannina, Greece.
| | - Giannis Kissas
- Laboratory of Meteorology and Climatology, Department of Physics, University of Ioannina, GR-45110 Ioannina, Greece
| | - Ilias Petrou
- Laboratory of Meteorology and Climatology, Department of Physics, University of Ioannina, GR-45110 Ioannina, Greece
| | - Paraskevi Begou
- Laboratory of Meteorology and Climatology, Department of Physics, University of Ioannina, GR-45110 Ioannina, Greece
| | - Hassan Saeed Khan
- School of Built Environment, University of New South Wales (UNSW), Sydney, NSW 2052, Australia; Data-61, The Commonwealth Scientific and Industrial Research Organization (CSIRO), Dick Perry Ave, Kensington, Perth, WA 6151, Australia
| | - Mattheos Santamouris
- School of Built Environment, University of New South Wales (UNSW), Sydney, NSW 2052, Australia
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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. Int J Biometeorol 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] [What about the content of this article? (0)] [Affiliation(s)] [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, Estrany J, García-Comendador J, Fortesa J, Tomàs-Burguera M, Company J, Alorda B, Nadal-Romero E. Influence of weather types on the hydrosedimentary response in three small catchments on the Island of Mallorca, Spain. Environ Res 2021; 192:110324. [PMID: 33068579 DOI: 10.1016/j.envres.2020.110324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 10/10/2020] [Accepted: 10/11/2020] [Indexed: 06/11/2023]
Abstract
The influence of the sea and topography are vital factors in the atmospheric processes affecting any island, as they introduce peculiarities in the hydrosedimentary response of fluvial systems. In view of that, the relationship between the surface atmospheric conditions (weather types, WTs), rainfall, runoff and erosion dynamics in three small catchments located in Mallorca were analysed. The catchments are representative in terms of geomorphology and land use but also due to their location within the major rainfall areas previously identified in the island by (Sumner et al., 1993). Data of rainfall, runoff and sediment variables, coupled with calculated WTs were used for the 2013-2017 period. WTs frequency and distribution during this period were compared to the last climatic period reference (1981-2010) to test the climate validity of the study period. The results illustrated how hydrosedimentary response was mostly caused by eco-geographical patterns but also by differences in the response of each catchment to WTs, related to the intrinsic geographical position in the island and different exposures to humid winds. Anticyclonic WT was the most frequent, despite it being only involved in one flood event at the eastern catchment. Conversely, eastern and northeastern WTs generated more than 85% of the total runoff and sediment, representing only 39% of flood events. The understanding of the specific role of WTs on the island's hydrology was improved, considering that freshwater resources are scarce and eco-sociologically crucial.
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Affiliation(s)
- Dhais Peña-Angulo
- Instituto Pirenaico de Ecología, Consejo Superior de Investigaciones Científicas (IPE-CSIC), Campus de Aula Dei, 13034, Zaragoza, Spain
| | - Joan Estrany
- Mediterranean Ecogeomorphological and Hydrological Connectivity Research Team (http://medhycon.uib.cat), Departament de Geografia, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Institute of Agro-Environmental and Water Economy Research -INAGEA (http://inagea.com), Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain.
| | - Julián García-Comendador
- Mediterranean Ecogeomorphological and Hydrological Connectivity Research Team (http://medhycon.uib.cat), Departament de Geografia, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Institute of Agro-Environmental and Water Economy Research -INAGEA (http://inagea.com), Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain
| | - Josep Fortesa
- Mediterranean Ecogeomorphological and Hydrological Connectivity Research Team (http://medhycon.uib.cat), Departament de Geografia, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Institute of Agro-Environmental and Water Economy Research -INAGEA (http://inagea.com), Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain
| | - Miquel Tomàs-Burguera
- Estación Experimental de Aula Dei, Consejo Superior de Investigaciones Científicas (EEAD-CSIC), Avenida Montañana, 1005, 50059, Zaragoza, Spain
| | - Jaume Company
- Mediterranean Ecogeomorphological and Hydrological Connectivity Research Team (http://medhycon.uib.cat), Departament de Geografia, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Institute of Agro-Environmental and Water Economy Research -INAGEA (http://inagea.com), Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain
| | - Bartomeu Alorda
- Mediterranean Ecogeomorphological and Hydrological Connectivity Research Team (http://medhycon.uib.cat), Departament de Geografia, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Institute of Agro-Environmental and Water Economy Research -INAGEA (http://inagea.com), Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain; Departament de Física, Universitat de les Illes Balears, Carretera de Valldemossa km 7.5, 07122, Palma, Balearic Islands, Spain
| | - Estela Nadal-Romero
- Instituto Pirenaico de Ecología, Consejo Superior de Investigaciones Científicas (IPE-CSIC), Campus de Aula Dei, 13034, Zaragoza, Spain
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Dąbrowska-Zapart K, Chłopek K, Niedźwiedź T. The impact of meteorological conditions on the concentration of alder pollen in Sosnowiec (Poland) in the years 1997-2017. Aerobiologia (Bologna) 2018; 34:469-485. [PMID: 30532345 PMCID: PMC6245103 DOI: 10.1007/s10453-018-9524-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 06/04/2018] [Indexed: 06/09/2023]
Abstract
The aim of the work was to compare the alder pollen seasons in the years 1997-2017 in Sosnowiec. The measurements of pollen concentration were taken with the volumetric method using Burkard's apparatus. The impact of atmospheric conditions on the daily alder pollen grain concentration, the annual totals, and the duration of pollen seasons were studied. The dependency between each meteorological condition and different features of the alder pollen season was determined by using Pearson's correlation coefficients, variance analysis with multiple comparison tests, and the linear regression model using backward elimination. It was proven that the temperatures directly preceding the pollination, i.e. the January and February temperatures as well as those from the period from 210 to 180 days preceding the beginning of the season, have the greatest impact on the beginning of the alder pollen season. The value of the daily alder pollen concentration in Sosnowiec showed a positive statistically significant correlation with the air temperature and sunshine duration and a negative correlation with the thickness of the snow cover and air relative humidity. The daily concentration also depended on the type of the weather front, direction of air mass inflow, and the type of the inflowing air mass. The season temperatures and the thermal conditions which were present in the summer of the preceding year impacted the annual totals (SPI) of the alder pollen grains.
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Affiliation(s)
- Katarzyna Dąbrowska-Zapart
- Department of Paleontology and Stratigraphy, Faculty of Earth Sciences, University of Silesia, Będzińska 60, 41-200 Sosnowiec, Poland
| | - Kazimiera Chłopek
- Department of Paleontology and Stratigraphy, Faculty of Earth Sciences, University of Silesia, Będzińska 60, 41-200 Sosnowiec, Poland
| | - Tadeusz Niedźwiedź
- Department of Climatology, Faculty of Earth Sciences, University of Silesia, Będzińska 60, 41-200 Sosnowiec, Poland
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6
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Riancho-Zarrabeitia L, Rasilla DF, Royé D, Fdez-Arroyabe P, Santurtún A. Kawasaki disease in Spanish paediatric population and synoptic weather types: an observational study. Rheumatol Int 2018; 38:1259-1266. [PMID: 29846788 DOI: 10.1007/s00296-018-4066-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 05/25/2018] [Indexed: 12/19/2022]
Abstract
Kawasaki disease (KD) is a vasculitis of unelucidated pathogenesis that usually occurs in paediatric patients. In this study we analyse the temporal pattern and geographical distribution of the disease in Spain, and its relationship with atmospheric circulation patterns. We performed a retrospective study in which we collected all hospital admissions due to KD in the country between 2005 and 2015 and explored their relationship with demographic and geographical characteristics. Moreover, we calculated daily surface atmospheric patterns over Spain to study the relationship between weather types (WT) and KD Admissions. The average admission rate for KD in the paediatric population was 3.90 per 100,000, with a male to female ratio of 1.56:1. The highest rate of admissions was found in the 0-4-year-old group, with an incidence of 11.7 cases per 100,000. Admissions followed an annual cyclic pattern with a peak of incidence in January (p = 0.022) and a nadir in September. There was an upwards trend in the number of KD admissions in male sex during the study period (p = 0.004). However, there were marked geographical differences in the incidence rate. Finally, the analysis of the relationship between the WT and the number of admissions by KD revealed no statistically significant association. KD admissions follow a peculiar seasonal and spatial distribution, that suggest the involvement of environmental factors in the disease; however, the absence of an association with WT should be interpreted with caution and regional studies should be done to explore this relationship.
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Affiliation(s)
| | | | - Dominic Royé
- Department of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Pablo Fdez-Arroyabe
- Department of Geography, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Ana Santurtún
- Unit of Legal Medicine, Pharmacology and Physiology Department, University of Cantabria, Av Cardenal Herrera Oria s/n, 39011, Santander, Spain.
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Oliveira-Santos M, Santos JA, Soares J, Dias A, Quaresma M. Influence of meteorological conditions on RSV infection in Portugal. Int J Biometeorol 2016; 60:1807-1817. [PMID: 27059367 DOI: 10.1007/s00484-016-1168-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2015] [Revised: 02/29/2016] [Accepted: 04/03/2016] [Indexed: 06/05/2023]
Abstract
Acute viral bronchiolitis is a common cause for infant hospital admissions. Of all etiological agents, respiratory syncytial virus (RSV) is commonly the most frequent. The present study assesses relationships between atmospheric factors and RSV infections in under 3-year-old patients admitted to the Inpatient Paediatric Service of Vila Real (North of Portugal). For this purpose, (1) clinical files of children admitted with a diagnosis of acute bronchiolitis from September 2005 to December 2015 (>10 years) were scrutinised and (2) local daily temperature/precipitation series, as well as six weather types controlling meteorological conditions in Portugal, were used. Fifty-five percent of all 770 admitted children were effectively infected with a given virus, whilst 48 % (367) were RSV+, i.e. 87 % of virus-infected children were RSV+. The bulk of incidence is verified in the first year of age (82 %, 302), slightly higher in males. RSV outbreaks are typically from December to March, but important inter-annual variability is found in both magnitude and shape. Although no clear connections were found between monthly temperatures/precipitation and RSV outbreaks apart from seasonality, a linkage to wintertime cold spells is apparent on a daily basis. Anomalously low minimum temperatures from the day of admittance back to 10 days before are observed. This relationship is supported by anomalously high occurrences of the E and AA weather types over the same period, which usually trigger dry and cold weather. These findings highlight some predictability in the RSV occurrences, revealing potential for modelling and risk assessments.
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Affiliation(s)
- M Oliveira-Santos
- Department of Psychiatry and Mental Health, Centro Hospitalar de Trás-os-Montes e Alto Douro EPE, CHTMAD, Vila Real, Portugal.
| | - J A Santos
- Centre for the Research and Technology of Agro-environmental and Biological Sciences, CITAB, Universidade de Trás-os-Montes e Alto Douro, UTAD, Vila Real, Portugal
| | - J Soares
- Paediatric Department, Centro Hospitalar de Trás-os-Montes e Alto Douro EPE, CHTMAD, Vila Real, Portugal
| | - A Dias
- Paediatric Department, Centro Hospitalar de Trás-os-Montes e Alto Douro EPE, CHTMAD, Vila Real, Portugal
| | - M Quaresma
- Paediatric Department, Centro Hospitalar de Trás-os-Montes e Alto Douro EPE, CHTMAD, Vila Real, Portugal
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Salinger MJ, Baldi M, Grifoni D, Jones G, Bartolini G, Cecchi S, Messeri G, Dalla Marta A, Orlandini S, Dalu GA, Maracchi G. Seasonal differences in climate in the Chianti region of Tuscany and the relationship to vintage wine quality. Int J Biometeorol 2015; 59:1799-1811. [PMID: 25935577 DOI: 10.1007/s00484-015-0988-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2014] [Revised: 03/10/2015] [Accepted: 03/18/2015] [Indexed: 06/04/2023]
Abstract
Climatic factors and weather type frequencies affecting Tuscany are examined to discriminate between vintages ranked into the upper- and lower-quartile years as a consensus from six rating sources of Chianti wine during the period 1980 to 2011. These rankings represent a considerable improvement on any individual publisher ranking, displaying an overall good consensus for the best and worst vintage years. Climate variables are calculated and weather type frequencies are matched between the eight highest and the eight lowest ranked vintages in the main phenological phases of Sangiovese grapevine. Results show that higher heat units; mean, maximum and minimum temperature; and more days with temperature above 35 °C were the most important discriminators between good- and poor-quality vintages in the spring and summer growth phases, with heat units important during ripening. Precipitation influences on vintage quality are significant only during veraison where low precipitation amounts and precipitation days are important for better quality vintages. In agreement with these findings, weather type analysis shows good vintages are favoured by weather type 4 (more anticyclones over central Mediterranean Europe (CME)), giving warm dry growing season conditions. Poor vintages all relate to higher frequencies of either weather type 3, which, by producing perturbation crossing CME, favours cooler and wetter conditions, and/or weather type 7 which favours cold dry continental air masses from the east and north east over CME. This approach shows there are important weather type frequency differences between good- and poor-quality vintages. Trend analysis shows that changes in weather type frequencies are more important than any due to global warming.
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Affiliation(s)
| | - Marina Baldi
- Institute of Biometeorology, CNR-IBIMET, Via Taurini 19, 00185, Rome, Italy.
| | - Daniele Grifoni
- Institute of Biometeorology, CNR-IBIMET and LaMMA, Via Madonna del Piano 10, 50019, Sesto Fiorentino (Fi), Italy
| | - Greg Jones
- Department of Environmental Studies, Southern Oregon University, 1250 Siskiyou Boulevard, Ashland, OR, 97520, USA
| | - Giorgio Bartolini
- Institute of Biometeorology, CNR-IBIMET and LaMMA, Via Madonna del Piano 10, 50019, Sesto Fiorentino (Fi), Italy
| | - Stefano Cecchi
- Department of Plant, Soil and Environmental Science, University of Florence, Piazzale delle Cascine 18, 50144, Firenze, Italy
| | - Gianni Messeri
- Institute of Biometeorology, CNR-IBIMET and LaMMA, Via Madonna del Piano 10, 50019, Sesto Fiorentino (Fi), Italy
| | - Anna Dalla Marta
- Department of Plant, Soil and Environmental Science, University of Florence, Piazzale delle Cascine 18, 50144, Firenze, Italy
| | - Simone Orlandini
- Department of Plant, Soil and Environmental Science, University of Florence, Piazzale delle Cascine 18, 50144, Firenze, Italy
| | - Giovanni A Dalu
- Institute of Biometeorology, CNR-IBIMET, Via Taurini 19, 00185, Rome, Italy
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Vanos JK, Cakmak S, Bristow C, Brion V, Tremblay N, Martin SL, Sheridan SS. Synoptic weather typing applied to air pollution mortality among the elderly in 10 Canadian cities. Environ Res 2013; 126:66-75. [PMID: 24012249 DOI: 10.1016/j.envres.2013.08.003] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2013] [Revised: 07/25/2013] [Accepted: 08/12/2013] [Indexed: 05/03/2023]
Abstract
BACKGROUND Synoptic circulation patterns (large-scale weather systems) affect ambient levels of air pollution, as well as the relationship between air pollution and human health. OBJECTIVE To investigate the air pollution-mortality relationship within weather types and seasons, and to determine which combination of atmospheric conditions may pose increased health threats in the elderly age categories. METHODS The relative risk of mortality (RR) due to air pollution was examined using Poisson generalized linear models (GLMs) within specific weather types. Analysis was completed by weather type and age group (all ages, ≤64, 65-74, 75-84, ≥85 years) in ten Canadian cities from 1981 to 1999. RESULTS There was significant modification of RR by weather type and age. When examining the entire population, weather type was shown to have the greatest modifying effect on the risk of dying due to ozone (O3). This effect was highest on average for the dry tropical (DT) weather type, with the all-age RR of mortality at a population weighted mean (PWM) found to be 1.055 (95% CI 1.026-1.085). All-weather type risk estimates increased with age due to exposure to carbon monoxide (CO), nitrogen dioxide (NO2), and sulphur dioxide (SO2). On average, RR increased by 2.6, 3.8 and 1.5% for the respective pollutants between the ≤64 and ≥85 age categories. Conversely, mean ozone estimates remained relatively consistent with age. Elevated levels of air pollution were found to be detrimental to the health of elderly individuals for all weather types. However, the entire population was negatively effected by air pollution on the hot dry (DT) and hot humid (MT) days. CONCLUSIONS We identified a significant modification of RR for mortality due to air pollution by age, which is enhanced under specific weather types. Efforts should be targeted at minimizing pollutant exposure to the elderly and/or all age groups with respect to weather type in question.
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Affiliation(s)
- Jennifer K Vanos
- Health Canada, Environmental Health Science and Research Bureau, Population Studies Division, 50 Colombine Driveway, Ottawa, ON, Canada K1A 0K9
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