Juan J. Hidalgo-Barquero, Raúl Pecero-Casimiro, Eduardo Pinilla-Gil, Santiago Fernández-Rodríguez
{"title":"在西班牙西南部低污染城市巴达霍斯调查空气污染物、生物气溶胶和气象因素之间的相互作用","authors":"Juan J. Hidalgo-Barquero, Raúl Pecero-Casimiro, Eduardo Pinilla-Gil, Santiago Fernández-Rodríguez","doi":"10.1007/s10453-025-09863-z","DOIUrl":null,"url":null,"abstract":"<div><p>Pollen grains cause negative effects on human health, especially for allergy sufferers. During the last years, allergenicity has increased due to air pollution. The present study analyzes the interactions between pollen concentrations of different pollen types, meteorological variables and air pollutants present in the atmosphere of a city. For this study, a ten-year pollen data series from the city of Badajoz (southwestern Spain) was used to analyze the correlations between pollutants (NO, NO<sub>2</sub>, SO<sub>2</sub>, CO, O<sub>3</sub>) and particulate matter (PM<sub>1</sub>, PM<sub>2.5</sub> and PM<sub>10</sub>), benzene, toluene and xylene and the concentrations of pollen types (Poaceae, <i>Olea</i>, <i>Fraxinus</i>, Urticaceae, Amaranthaceae, <i>Plantago</i>, <i>Rumex</i>, <i>Platanus</i>, Cupressaceae, Myrtaceae, <i>Alnus</i>, Anthemideae, <i>Castanea</i>, <i>Echium</i>, Lactuceae, <i>Pinus</i> and <i>Quercus</i>). The analysis was performed using daily Spearman correlations, as well as with cumulative pollution values and with time lags between both variables. The correlation with atmospheric pollutants revealed that NO<sub>x</sub> could be negatively associated pollen concentrations of all pollen types studied except for <i>Al</i><i>nus</i>, <i>Fraxinus</i> and Urticaceae, for which positive r values were obtained. Benzene, toluene, and xylene also have negative r values except for the associations between <i>Alnus</i> and Urticaceae pollen and benzene and toluene. On the other hand, O<sub>3</sub> was positively correlated pollen concentrations of most pollen types except for <i>Alnus</i>, Cupressaceae, <i>Fraxinus</i> and Urticaceae. The strongest correlations (r values) between air pollutants and various pollen types, such as <i>Olea</i> and Poaceae, occur with a three-day lag. These results highlight the role that air pollution has on pollen concentrations, thus providing information on the behaviour of pollen in urban environments.</p></div>","PeriodicalId":7718,"journal":{"name":"Aerobiologia","volume":"41 2","pages":"489 - 504"},"PeriodicalIF":2.1000,"publicationDate":"2025-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10453-025-09863-z.pdf","citationCount":"0","resultStr":"{\"title\":\"Investigating the interplay between air pollutants, bioaerosols, and meteorological factors in Badajoz, a low-pollution southwestern Spanish city\",\"authors\":\"Juan J. Hidalgo-Barquero, Raúl Pecero-Casimiro, Eduardo Pinilla-Gil, Santiago Fernández-Rodríguez\",\"doi\":\"10.1007/s10453-025-09863-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Pollen grains cause negative effects on human health, especially for allergy sufferers. During the last years, allergenicity has increased due to air pollution. The present study analyzes the interactions between pollen concentrations of different pollen types, meteorological variables and air pollutants present in the atmosphere of a city. For this study, a ten-year pollen data series from the city of Badajoz (southwestern Spain) was used to analyze the correlations between pollutants (NO, NO<sub>2</sub>, SO<sub>2</sub>, CO, O<sub>3</sub>) and particulate matter (PM<sub>1</sub>, PM<sub>2.5</sub> and PM<sub>10</sub>), benzene, toluene and xylene and the concentrations of pollen types (Poaceae, <i>Olea</i>, <i>Fraxinus</i>, Urticaceae, Amaranthaceae, <i>Plantago</i>, <i>Rumex</i>, <i>Platanus</i>, Cupressaceae, Myrtaceae, <i>Alnus</i>, Anthemideae, <i>Castanea</i>, <i>Echium</i>, Lactuceae, <i>Pinus</i> and <i>Quercus</i>). The analysis was performed using daily Spearman correlations, as well as with cumulative pollution values and with time lags between both variables. The correlation with atmospheric pollutants revealed that NO<sub>x</sub> could be negatively associated pollen concentrations of all pollen types studied except for <i>Al</i><i>nus</i>, <i>Fraxinus</i> and Urticaceae, for which positive r values were obtained. Benzene, toluene, and xylene also have negative r values except for the associations between <i>Alnus</i> and Urticaceae pollen and benzene and toluene. On the other hand, O<sub>3</sub> was positively correlated pollen concentrations of most pollen types except for <i>Alnus</i>, Cupressaceae, <i>Fraxinus</i> and Urticaceae. The strongest correlations (r values) between air pollutants and various pollen types, such as <i>Olea</i> and Poaceae, occur with a three-day lag. 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Investigating the interplay between air pollutants, bioaerosols, and meteorological factors in Badajoz, a low-pollution southwestern Spanish city
Pollen grains cause negative effects on human health, especially for allergy sufferers. During the last years, allergenicity has increased due to air pollution. The present study analyzes the interactions between pollen concentrations of different pollen types, meteorological variables and air pollutants present in the atmosphere of a city. For this study, a ten-year pollen data series from the city of Badajoz (southwestern Spain) was used to analyze the correlations between pollutants (NO, NO2, SO2, CO, O3) and particulate matter (PM1, PM2.5 and PM10), benzene, toluene and xylene and the concentrations of pollen types (Poaceae, Olea, Fraxinus, Urticaceae, Amaranthaceae, Plantago, Rumex, Platanus, Cupressaceae, Myrtaceae, Alnus, Anthemideae, Castanea, Echium, Lactuceae, Pinus and Quercus). The analysis was performed using daily Spearman correlations, as well as with cumulative pollution values and with time lags between both variables. The correlation with atmospheric pollutants revealed that NOx could be negatively associated pollen concentrations of all pollen types studied except for Alnus, Fraxinus and Urticaceae, for which positive r values were obtained. Benzene, toluene, and xylene also have negative r values except for the associations between Alnus and Urticaceae pollen and benzene and toluene. On the other hand, O3 was positively correlated pollen concentrations of most pollen types except for Alnus, Cupressaceae, Fraxinus and Urticaceae. The strongest correlations (r values) between air pollutants and various pollen types, such as Olea and Poaceae, occur with a three-day lag. These results highlight the role that air pollution has on pollen concentrations, thus providing information on the behaviour of pollen in urban environments.
期刊介绍:
Associated with the International Association for Aerobiology, Aerobiologia is an international medium for original research and review articles in the interdisciplinary fields of aerobiology and interaction of human, plant and animal systems on the biosphere. Coverage includes bioaerosols, transport mechanisms, biometeorology, climatology, air-sea interaction, land-surface/atmosphere interaction, biological pollution, biological input to global change, microbiology, aeromycology, aeropalynology, arthropod dispersal and environmental policy. Emphasis is placed on respiratory allergology, plant pathology, pest management, biological weathering and biodeterioration, indoor air quality, air-conditioning technology, industrial aerobiology and more.
Aerobiologia serves aerobiologists, and other professionals in medicine, public health, industrial and environmental hygiene, biological sciences, agriculture, atmospheric physics, botany, environmental science and cultural heritage.