{"title":"应用小巧实用的气体传感器PM2.5仪(CUPI-G)进行天气因子整合的高时空分辨率监测","authors":"Anuva Bhowmick , Suwanna Kitpati Boontanon , Louise Olsen-Kettle , Yali Li , Narin Boontanon , Yosuke Sakamoto , Kentaro Murano , Yoshizumi Kajii , Ranjna Jindal","doi":"10.1016/j.scitotenv.2025.179361","DOIUrl":null,"url":null,"abstract":"<div><div>Low-cost air pollution sensors have emerged as promising tools for monitoring air quality with high temporal and spatial resolution, especially in suburban areas of developed countries that are transitioning towards urbanization where air quality can vary significantly. The motivation for this research is to develop affordable, portable air quality sensors for suburban areas with limited access to expensive traditional monitoring equipment. This study utilized the Compact and Useful PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> Instrument with gas sensors (CUPI-G), a low-cost device designed to monitor PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span>, CO, NO, NO<span><math><msub><mrow></mrow><mn>2</mn></msub></math></span>, and O<span><math><msub><mrow></mrow><mi>x</mi></msub></math></span> (from which O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> was calculated). The high temporal resolution data in Kyoto, Japan, averaged over 31 s, revealed seasonal variations in pollutant levels. O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> and CO concentrations were highest in summer, at 29.28 ppb and 95.33 ppb, respectively, and lowest in autumn, with values of 20.03 ppb for O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> and 81.18 ppb for CO. Conversely, PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> levels were lowest in summer (4.95 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>) and highest in autumn (5.08 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>). Nearly a month of spatial analysis in three different areas (defined as residential, road, and educational) showed PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> concentrations were highest in residential areas, averaging hourly 21.53 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>, while CO and O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> levels were elevated near roadways, with concentrations of 188.02 ppb, and 46.62 ppb, respectively. This research innovatively employed low-cost sensor technology to deliver high-resolution air quality data and demonstrated that wind speed and direction along with temperature were significant factors contributing to suburban air pollution, providing insights into potential pollution sources, and meteorological risk factors for elevated pollution levels.</div></div>","PeriodicalId":422,"journal":{"name":"Science of the Total Environment","volume":"979 ","pages":"Article 179361"},"PeriodicalIF":8.2000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Application of the application of the compact and useful PM2.5 instrument with gas sensors (CUPI-G) for high temporal and spatial resolution monitoring with weather factor integration\",\"authors\":\"Anuva Bhowmick , Suwanna Kitpati Boontanon , Louise Olsen-Kettle , Yali Li , Narin Boontanon , Yosuke Sakamoto , Kentaro Murano , Yoshizumi Kajii , Ranjna Jindal\",\"doi\":\"10.1016/j.scitotenv.2025.179361\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Low-cost air pollution sensors have emerged as promising tools for monitoring air quality with high temporal and spatial resolution, especially in suburban areas of developed countries that are transitioning towards urbanization where air quality can vary significantly. The motivation for this research is to develop affordable, portable air quality sensors for suburban areas with limited access to expensive traditional monitoring equipment. This study utilized the Compact and Useful PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> Instrument with gas sensors (CUPI-G), a low-cost device designed to monitor PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span>, CO, NO, NO<span><math><msub><mrow></mrow><mn>2</mn></msub></math></span>, and O<span><math><msub><mrow></mrow><mi>x</mi></msub></math></span> (from which O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> was calculated). The high temporal resolution data in Kyoto, Japan, averaged over 31 s, revealed seasonal variations in pollutant levels. O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> and CO concentrations were highest in summer, at 29.28 ppb and 95.33 ppb, respectively, and lowest in autumn, with values of 20.03 ppb for O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> and 81.18 ppb for CO. Conversely, PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> levels were lowest in summer (4.95 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>) and highest in autumn (5.08 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>). Nearly a month of spatial analysis in three different areas (defined as residential, road, and educational) showed PM<span><math><msub><mrow></mrow><mn>2.5</mn></msub></math></span> concentrations were highest in residential areas, averaging hourly 21.53 μg/m<span><math><msup><mrow></mrow><mn>3</mn></msup></math></span>, while CO and O<span><math><msub><mrow></mrow><mn>3</mn></msub></math></span> levels were elevated near roadways, with concentrations of 188.02 ppb, and 46.62 ppb, respectively. This research innovatively employed low-cost sensor technology to deliver high-resolution air quality data and demonstrated that wind speed and direction along with temperature were significant factors contributing to suburban air pollution, providing insights into potential pollution sources, and meteorological risk factors for elevated pollution levels.</div></div>\",\"PeriodicalId\":422,\"journal\":{\"name\":\"Science of the Total Environment\",\"volume\":\"979 \",\"pages\":\"Article 179361\"},\"PeriodicalIF\":8.2000,\"publicationDate\":\"2025-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Science of the Total Environment\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0048969725009970\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Science of the Total Environment","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0048969725009970","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Application of the application of the compact and useful PM2.5 instrument with gas sensors (CUPI-G) for high temporal and spatial resolution monitoring with weather factor integration
Low-cost air pollution sensors have emerged as promising tools for monitoring air quality with high temporal and spatial resolution, especially in suburban areas of developed countries that are transitioning towards urbanization where air quality can vary significantly. The motivation for this research is to develop affordable, portable air quality sensors for suburban areas with limited access to expensive traditional monitoring equipment. This study utilized the Compact and Useful PM Instrument with gas sensors (CUPI-G), a low-cost device designed to monitor PM, CO, NO, NO, and O (from which O was calculated). The high temporal resolution data in Kyoto, Japan, averaged over 31 s, revealed seasonal variations in pollutant levels. O and CO concentrations were highest in summer, at 29.28 ppb and 95.33 ppb, respectively, and lowest in autumn, with values of 20.03 ppb for O and 81.18 ppb for CO. Conversely, PM levels were lowest in summer (4.95 μg/m) and highest in autumn (5.08 μg/m). Nearly a month of spatial analysis in three different areas (defined as residential, road, and educational) showed PM concentrations were highest in residential areas, averaging hourly 21.53 μg/m, while CO and O levels were elevated near roadways, with concentrations of 188.02 ppb, and 46.62 ppb, respectively. This research innovatively employed low-cost sensor technology to deliver high-resolution air quality data and demonstrated that wind speed and direction along with temperature were significant factors contributing to suburban air pollution, providing insights into potential pollution sources, and meteorological risk factors for elevated pollution levels.
期刊介绍:
The Science of the Total Environment is an international journal dedicated to scientific research on the environment and its interaction with humanity. It covers a wide range of disciplines and seeks to publish innovative, hypothesis-driven, and impactful research that explores the entire environment, including the atmosphere, lithosphere, hydrosphere, biosphere, and anthroposphere.
The journal's updated Aims & Scope emphasizes the importance of interdisciplinary environmental research with broad impact. Priority is given to studies that advance fundamental understanding and explore the interconnectedness of multiple environmental spheres. Field studies are preferred, while laboratory experiments must demonstrate significant methodological advancements or mechanistic insights with direct relevance to the environment.