{"title":"监测里窝那港的二氧化氮空气污染和数据空间化","authors":"Chiara Collaveri, Bianca Patrizia Andreini, Elisa Bini, Luca Borin, Fiammetta Dini, Stefano Fortunato, Camilla Grossi, Marina Rosato, Bianca Sivieri","doi":"10.1007/s11869-024-01533-2","DOIUrl":null,"url":null,"abstract":"<div><p>In this work, an estimate of the spatial distribution of NO<sub>2</sub> is presented starting from data measured with passive samplers in 10 locations in the municipality of Livorno in Tuscany (Italy). The data from the passive samplers were integrated with measurement campaigns carried out within the port of Livorno and with data from the fixed stations. The Municipality of Livorno is subject to pressures deriving from the emissions of the port, the heavy industry and the demographic activity (traffic and heating) of a municipality with middle/high population density (270 inhabitants/km<sup>2</sup>) for Tuscany Region. Despite the many and varied pressures, the only exceedances of the air quality limit values in the last decade concerned the annual average of nitrogen oxides in the urban traffic station. However, the port makes an important contribution in terms of emissions to nitrogen oxides, therefore the main objective of this work is to represent the NO<sub>2</sub> levels in the urban area of Livorno, highlighting the various contributions. To do this, Ordinary Kriging was carried out on the measured values after removing the local trend through the use of a beta index, a method reported in the literature for Belgian network and also applied in Italy for spatial representativeness. In this work we also tried to best represent the contribution of traffic as in our data set there is a urban traffic station, with the highest NO<sub>2</sub> levels in Tuscany, lower only than those in the regional capital Firenze. With a very simplified method, that can be improved in future works, it was possible to estimate the effects of the port on the city in comparison with the other sources, treating the background levels separately and stratifying the levels of road traffic based on the flows of the main roads.</p></div>","PeriodicalId":49109,"journal":{"name":"Air Quality Atmosphere and Health","volume":"17 8","pages":"1629 - 1643"},"PeriodicalIF":2.9000,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Monitoring of NO2 air pollution in the port of Livorno and spatialization of data\",\"authors\":\"Chiara Collaveri, Bianca Patrizia Andreini, Elisa Bini, Luca Borin, Fiammetta Dini, Stefano Fortunato, Camilla Grossi, Marina Rosato, Bianca Sivieri\",\"doi\":\"10.1007/s11869-024-01533-2\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>In this work, an estimate of the spatial distribution of NO<sub>2</sub> is presented starting from data measured with passive samplers in 10 locations in the municipality of Livorno in Tuscany (Italy). The data from the passive samplers were integrated with measurement campaigns carried out within the port of Livorno and with data from the fixed stations. The Municipality of Livorno is subject to pressures deriving from the emissions of the port, the heavy industry and the demographic activity (traffic and heating) of a municipality with middle/high population density (270 inhabitants/km<sup>2</sup>) for Tuscany Region. Despite the many and varied pressures, the only exceedances of the air quality limit values in the last decade concerned the annual average of nitrogen oxides in the urban traffic station. However, the port makes an important contribution in terms of emissions to nitrogen oxides, therefore the main objective of this work is to represent the NO<sub>2</sub> levels in the urban area of Livorno, highlighting the various contributions. To do this, Ordinary Kriging was carried out on the measured values after removing the local trend through the use of a beta index, a method reported in the literature for Belgian network and also applied in Italy for spatial representativeness. In this work we also tried to best represent the contribution of traffic as in our data set there is a urban traffic station, with the highest NO<sub>2</sub> levels in Tuscany, lower only than those in the regional capital Firenze. With a very simplified method, that can be improved in future works, it was possible to estimate the effects of the port on the city in comparison with the other sources, treating the background levels separately and stratifying the levels of road traffic based on the flows of the main roads.</p></div>\",\"PeriodicalId\":49109,\"journal\":{\"name\":\"Air Quality Atmosphere and Health\",\"volume\":\"17 8\",\"pages\":\"1629 - 1643\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2024-02-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Air Quality Atmosphere and Health\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11869-024-01533-2\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Air Quality Atmosphere and Health","FirstCategoryId":"93","ListUrlMain":"https://link.springer.com/article/10.1007/s11869-024-01533-2","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Monitoring of NO2 air pollution in the port of Livorno and spatialization of data
In this work, an estimate of the spatial distribution of NO2 is presented starting from data measured with passive samplers in 10 locations in the municipality of Livorno in Tuscany (Italy). The data from the passive samplers were integrated with measurement campaigns carried out within the port of Livorno and with data from the fixed stations. The Municipality of Livorno is subject to pressures deriving from the emissions of the port, the heavy industry and the demographic activity (traffic and heating) of a municipality with middle/high population density (270 inhabitants/km2) for Tuscany Region. Despite the many and varied pressures, the only exceedances of the air quality limit values in the last decade concerned the annual average of nitrogen oxides in the urban traffic station. However, the port makes an important contribution in terms of emissions to nitrogen oxides, therefore the main objective of this work is to represent the NO2 levels in the urban area of Livorno, highlighting the various contributions. To do this, Ordinary Kriging was carried out on the measured values after removing the local trend through the use of a beta index, a method reported in the literature for Belgian network and also applied in Italy for spatial representativeness. In this work we also tried to best represent the contribution of traffic as in our data set there is a urban traffic station, with the highest NO2 levels in Tuscany, lower only than those in the regional capital Firenze. With a very simplified method, that can be improved in future works, it was possible to estimate the effects of the port on the city in comparison with the other sources, treating the background levels separately and stratifying the levels of road traffic based on the flows of the main roads.
期刊介绍:
Air Quality, Atmosphere, and Health is a multidisciplinary journal which, by its very name, illustrates the broad range of work it publishes and which focuses on atmospheric consequences of human activities and their implications for human and ecological health.
It offers research papers, critical literature reviews and commentaries, as well as special issues devoted to topical subjects or themes.
International in scope, the journal presents papers that inform and stimulate a global readership, as the topic addressed are global in their import. Consequently, we do not encourage submission of papers involving local data that relate to local problems. Unless they demonstrate wide applicability, these are better submitted to national or regional journals.
Air Quality, Atmosphere & Health addresses such topics as acid precipitation; airborne particulate matter; air quality monitoring and management; exposure assessment; risk assessment; indoor air quality; atmospheric chemistry; atmospheric modeling and prediction; air pollution climatology; climate change and air quality; air pollution measurement; atmospheric impact assessment; forest-fire emissions; atmospheric science; greenhouse gases; health and ecological effects; clean air technology; regional and global change and satellite measurements.
This journal benefits a diverse audience of researchers, public health officials and policy makers addressing problems that call for solutions based in evidence from atmospheric and exposure assessment scientists, epidemiologists, and risk assessors. Publication in the journal affords the opportunity to reach beyond defined disciplinary niches to this broader readership.