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

被引：0

作者：

Wu, Tzong-Gang ^{[1
,2
]}

Chen, Yan-Da ^{[1
,3
]}

Chen, Bang-Hua ^{[4
]}

Harada, Kouji H. ^{[3
]}

Lee, Kiyoung ^{[5
]}

Deng, Furong ^{[6
]}

Rood, Mark J. ^{[7
]}

Chen, Chu-Chih ^{[8
]}

Tran, Cong-Thanh ^{[9
,10
]}

Chien, Kuo-Liong ^{[10
]}

Wen, Tzai-Hung ^{[11
]}

Wu, Chang-Fu ^{[1
,2
]}

机构：

[1] Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, No. 17, Xuzhou Rd, Taipei,10055, Taiwan

[2] Innovation and Policy Center for Population Health and Sustainable Environment, College of Public Health, National Taiwan University, No. 17, Xuzhou Rd, Taipei,10055, Taiwan

[3] Department of Health and Environmental Sciences, Kyoto University Graduate School of Medicine, Kyoto University, Yoshida-konoe-cho, Sakyo-ku, Kyoto,606-8501, Japan

[4] Institute of Occupational Medicine and Industrial Hygiene, College of Public Health, National Taiwan University, No. 17, Xuzhou Rd, Taipei,10055, Taiwan

[5] Department of Environmental Health Sciences, Graduate School of Public Health, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul,08826, Korea, Republic of

[6] Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, No. 38 Xueyuan Road, Beijing,100191, China

[7] Department of Civil and Environmental Engineering, University of Illinois, 205 N. Mathews Ave., Urbana,IL,61801, United States

[8] Division of Biostatistics and Bioinformatics, Institute of Population Health Sciences, National Health Research Institutes, 35, Keyan Road, Miaoli County, Zhunan Town,35053, Taiwan

[9] University of Science, Vietnam National University Ho Chi Minh City, 227 Nguyen Van Cu Street, Dist. 5, Ho Chi Minh City, Viet Nam

[10] Institute of Epidemiology and Preventive Medicine, National Taiwan University, No. 17, Xuzhou Rd, Taipei,10055, Taiwan

[11] Department of Geography, National Taiwan University, No. 1, Sec. 4, Roosevelt Road, Taipei,10617, Taiwan

来源：

Environmental Pollution | 2022年 / 294卷

关键词：

All Open Access; Bronze;

D O I：

暂无

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摘要：