Arku RE, Brauer M, Ahmed SH, AlHabib KF, Avezum Á, Bo J, Choudhury T, Dans AML, Gupta R, Iqbal R, Ismail N, Kelishadi R, Khatib R, Koon T, Kumar R, Lanas F, Lear SA, Wei L, Lopez-Jaramillo P, Hystad P. Long-term exposure to outdoor and household air pollution and blood pressure in the prospective urban and rural epidemiological (PURE) study. Environ Pollut. 2020;262:114197. https://doi.org/10.1016/j.envpol.2020.114197.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Avery CL, Mills KT, Williams R, McGraw KA, Poole C, Smith RL, Whitsel EA. Estimating error in using ambient PM2.5 concentrations as proxies for personal exposures: A review. Epidemiology. 2010;21(2):215–23. https://doi.org/10.1097/EDE.0b013e3181cb41f7.

Article  PubMed  PubMed Central  Google Scholar 

Bista S, Dureau C, Chaix B. Personal exposure to concentrations and inhalation of black carbon according to transport mode use: the mobilisense sensor-based study. Environ Int. 2022;158:106990. https://doi.org/10.1016/j.envint.2021.106990.

Article  CAS  PubMed  Google Scholar 

Brauer M. How much, how long, what, and where: air pollution exposure assessment for epidemiologic studies of respiratory disease. Proc Am Thorac Soc. 2010;7(2):111–5. https://doi.org/10.1513/pats.200908-093RM.

Article  PubMed  Google Scholar 

Brennan AT, Getz KD, Brooks DR, Fox MP. An underappreciated misclassification mechanism: implications of Nondifferential dependent misclassification of covariate and exposure. Ann Epidemiol. 2021;58:104–23. https://doi.org/10.1016/j.annepidem.2021.02.007.

Article  PubMed  Google Scholar 

Brown KW, Sarnat JA, Suh HH, Coull BA, Spengler JD, Koutrakis P. Ambient site, home outdoor and home indoor particulate concentrations as proxies of personal exposures. J Environ Monit. 2008;10(9):1041. https://doi.org/10.1039/b805991h.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Cao Z, Zhou J, Li M, Huang J, Dou D. Urbanites’ mental health undermined by air pollution. Nat Sustain. 2023;6(4):470–8. https://doi.org/10.1038/s41893-022-01032-1.

Article  Google Scholar 

Castell N, Dauge FR, Schneider P, Vogt M, Lerner U, Fishbain B, Broday D, Bartonova A. Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates? Environ Int. 2017;99:293–302. https://doi.org/10.1016/j.envint.2016.12.007.

Article  CAS  PubMed  Google Scholar 

Chaix B, Benmarhnia T, Kestens Y, Brondeel R, Perchoux C, Gerber P, Duncan DT. Combining sensor tracking with a GPS-based mobility survey to better measure physical activity in trips: public transport generates walking. Int J Behav Nutr Phys Activity. 2019;16(1):84. https://doi.org/10.1186/s12966-019-0841-2.

Article  Google Scholar 

Chaix B, Bista S, Wang L, Benmarhnia T, Dureau C, Duncan DT. MobiliSense cohort study protocol: do air pollution and noise exposure related to transport behaviour have short-term and longer-term health effects in Paris, France? BMJ Open. 2022;12(3):e048706. https://doi.org/10.1136/bmjopen-2021-048706.

Article  PubMed  PubMed Central  Google Scholar 

Chatzidiakou L, Krause A, Popoola OAM, Di Antonio A, Kellaway M, Han Y, Squires FA, Wang T, Zhang H, Wang Q, Fan Y, Chen S, Hu M, Quint JK, Barratt B, Kelly FJ, Zhu T, Jones RL. Characterising low-cost sensors in highly portable platforms to quantify personal exposure in diverse environments. Atmos Meas Tech. 2019;12(8):4643–57. https://doi.org/10.5194/amt-12-4643-2019.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Chen H, Goldberg MS, Burnett RT, Jerrett M, Wheeler AJ, Villeneuve PJ. Long-Term exposure to Traffic-Related air pollution and cardiovascular mortality. Epidemiology. 2013;24(1):35–43. https://doi.org/10.1097/EDE.0b013e318276c005.

Article  PubMed  Google Scholar 

Chen Z, Liu N, Tang H, Gao X, Zhang Y, Kan H, Deng F, Zhao B, Zeng X, Sun Y, Qian H, Liu W, Mo J, Zheng X, Huang C, Sun C, Zhao Z. Health effects of exposure to sulfur dioxide, nitrogen dioxide, Ozone, and carbon monoxide between 1980 and 2019: A systematic review and meta-analysis. Indoor Air. 2022;32(11):e13170. https://doi.org/10.1111/ina.13170.

Article  CAS  PubMed  Google Scholar 

Curto A, Wellenius GA, Milà C, Sanchez M, Ranzani O, Marshall JD, Kulkarni B, Bhogadi S, Kinra S, Tonne C. Ambient particulate air pollution and blood pressure in Peri-urban India. Epidemiology. 2019;30(4):492. https://doi.org/10.1097/EDE.0000000000001014.

Article  PubMed  PubMed Central  Google Scholar 

Delgado-Saborit JM, Aquilina NJ, Meddings C, Baker S, Harrison RM. Relationship of personal exposure to volatile organic compounds to home, work and fixed site outdoor concentrations. Sci Total Environ. 2011;409(3):478–88. https://doi.org/10.1016/j.scitotenv.2010.10.014.

Article  CAS  PubMed  Google Scholar 

deSouza P, Nthusi V, Klopp J, Shaw B, Ho W, Saffell J, Jones R, Ratti C. A Nairobi experiment in using low cost air quality monitors. Clean Air J. 2017;27(2). https://doi.org/10.17159/2410-972X/2017/v27n2a6.

Dias D, Tchepel O. Spatial and Temporal dynamics in air pollution exposure assessment. Int J Environ Res Public Health. 2018;15(3). https://doi.org/10.3390/ijerph15030558.

Dinoi A, Donateo A, Belosi F, Conte M, Contini D. Comparison of atmospheric particle concentration measurements using different optical detectors: potentiality and limits for air quality applications. Measurement. 2017;106:274–82. https://doi.org/10.1016/j.measurement.2016.02.019.

Article  Google Scholar 

Du X, Kong Q, Ge W, Zhang S, Fu L. Characterization of personal exposure concentration of fine particles for adults and children exposed to high ambient concentrations in Beijing, China. J Environ Sci. 2010;22(11):1757–64. https://doi.org/10.1016/S1001-0742(09)60316-8.

Article  CAS  Google Scholar 

Dutta P, Aoki PM, Kumar N, Mainwaring A, Myers C, Willett W, Woodruff A. (2009). Common Sense. Proceedings of the 7th ACM Conference on Embedded Networked Sensor Systems - SenSys ’09, 349. https://doi.org/10.1145/1644038.1644095

Ebelt ST, Petkau AJ, Vedal S, Fisher TV, Brauer M. Exposure of chronic obstructive pulmonary disease patients to particulate matter: relationships between personal and ambient air concentrations. Journal Air Waste Manage Association. 2000;50(7):1081–94. https://doi.org/10.1080/10473289.2000.10464166.

Article  CAS  Google Scholar 

Gong X, Zhang C, Chen H, Nizkorodov SA, Chen J, Yang X. Size distribution and mixing state of black carbon particles during a heavy air pollution episode in Shanghai. Atmos Chem Phys. 2016;16(8):5399–411. https://doi.org/10.5194/acp-16-5399-2016.

Article  CAS  Google Scholar 

Han S, Bian H, Feng Y, Liu A, Li X, Zeng F, Zhang X. Analysis of the relationship between O3, NO and NO2 in Tianjin, China. Aerosol Air Qual Res. 2011;11(2):128–39. https://doi.org/10.4209/aaqr.2010.07.0055.

Article  CAS  Google Scholar 

Janssen NAH, de Hartog JJ, Hoek G, Brunekreef B, Lanki T, Timonen KL, Pekkanen J. Personal exposure to fine particulate matter in elderly subjects: relation between personal, indoor, and outdoor concentrations. Journal Air Waste Manage Association. 2000;50(7):1133–43. https://doi.org/10.1080/10473289.2000.10464159.

Article  CAS  Google Scholar 

Jerrett M, Arain A, Kanaroglou P, Beckerman B, Potoglou D, Sahsuvaroglu T, Morrison J, Giovis C. A review and evaluation of intraurban air pollution exposure models. Journal Exposure Science Environmental Epidemiology. 2005;15(2):185–204. https://doi.org/10.1038/sj.jea.7500388.

Article  CAS  Google Scholar 

Karaiskos P, Munian Y, Martinez-Molina A, Alamaniotis M. Indoor air quality prediction modeling for a naturally ventilated fitness Building using RNN-LSTM artificial neural networks. Smart Sustainable Built Environ. 2024;ahead–of–print(ahead–of–print). https://doi.org/10.1108/SASBE-10-2023-0308.

Kim D, Sass-Kortsak A, Purdham JT, Dales RE, Brook JR. Associations between personal exposures and fixed-site ambient measurements of fine particulate matter, nitrogen dioxide, and carbon monoxide in Toronto, Canada. Journal Exposure Science Environmental Epidemiology. 2006;16(2):172–83. https://doi.org/10.1038/sj.jea.7500446.

Article  CAS  Google Scholar 

Kim S, Park S, Lee J. Evaluation of performance of inexpensive laser based PM2.5 sensor monitors for typical indoor and outdoor hotspots of South Korea. Appl Sci. 2019;9(9). https://doi.org/10.3390/app9091947. Article 9.

Levy Zamora M, Xiong F, Gentner D, Kerkez B, Kohrman-Glaser J, Koehler K. Field and laboratory evaluations of the Low-Cost plantower particulate matter sensor. Environmental Science Technology. 2019;53(2):838–49. https://doi.org/10.1021/acs.est.8b05174.

Article  CAS  PubMed  Google Scholar 

Liang L, Gong P. Urban and air pollution: A multi-city study of long-term effects of urban landscape patterns on air quality trends. Sci Rep. 2020;10(1):18618. https://doi.org/10.1038/s41598-020-74524-9.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Liao L, Du M, Chen Z. Air pollution, health care use and medical costs: evidence from China. Energy Econ. 2021;95:105132. https://doi.org/10.1016/j.eneco.2021.105132.

Article  Google Scholar 

Lin C, Gillespie J, Schuder MD, Duberstein W, Beverland IJ, Heal MR. Evaluation and calibration of Aeroqual series 500 portable gas sensors for accurate measurement of ambient Ozone and nitrogen dioxide. Atmos Environ. 2015;100:111–6. https://doi.org/10.1016/j.atmosenv.2014.11.002.