Identifying low-PM2.5 exposure commuting routes for cyclists through modeling with the random forest algorithm based on low-cost sensor measurements in three Asian cities
Author:
Publisher
Elsevier BV
Subject
Health, Toxicology and Mutagenesis,Pollution,Toxicology,General Medicine
Reference74 articles.
1. Spatial modelling of particulate matter air pollution sensor measurements collected by community scientists while cycling, land use regression with spatial cross-validation, and applications of machine learning for data correction;Adams;Atmos. Environ.,2020
2. Cyclists' exposure to air pollution and road traffic noise in central city neighbourhoods of Montreal;Apparicio;J. Transport Geogr.,2016
3. GPS status - record your track,2021
4. Bicycle route preference and pollution inhalation dose: comparing exposure and distance trade-offs;Bigazzi;Journal of Transport & Health,2016
Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Peaks, sources, and immediate health impacts of PM2.5 and PM1 exposure in Indonesia and Taiwan with microsensors;Journal of Exposure Science & Environmental Epidemiology;2024-05-28
2. Dynamic estimation of urban heat exposure for outdoor jogging: Combining individual trajectory and mean radiant temperature;Urban Climate;2024-05
3. Exposure to PM2.5 on Public Transport: Guidance for Field Measurements with Low-Cost Sensors;Atmosphere;2024-03-07
4. Co-effects of COVID-19 and Meteorology on PM2.5 Decrease in Ho Chi Minh City, Vietnam: A Comparison of 2016–2019 and 2020–2021;Aerosol and Air Quality Research;2024
5. Quantifying the contribution of environmental variables to cyclists’ exposure to PM2.5 using machine learning techniques;Heliyon;2024-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3