Indoor air quality;
Personal exposure assessment;
Wearable sensor;
Personal;
outdoor ratio;
Personal cloud;
children's health;
PARTICULATE MATTER;
SCHOOL CLASSROOMS;
POLLUTION;
INDOOR;
PERFORMANCE;
CHILDREN;
NETWORK;
PM10;
D O I:
10.1007/s11869-020-00815-9
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
To assess schoolchildren's exposure to outdoor/indoor air pollution and identify those at a higher risk, it is desirable to conduct personal-level air quality monitoring. This paper documents a 2-month voluntary monitoring campaign with students attending the environmental club of the Spring Valley High School in urban Las Vegas, Nevada. The students wore low-cost sensors to log their exposure to PM2.5 (particulate matter with aerodynamic diameters < 2.5 mu m) at 5-min temporal resolution throughout the school hours. Calibrations of these sensors as well as concurrent outdoor monitors were traceable to the official air monitoring network. On a daily basis, the collective exposure among the students generally tracked the outdoor PM2.5 levels (r(2) = 0.55), but the ratio of personal over outdoor exposure (P/O ratio) varied by student, ranging from 1.1 +/- 0.6 to 1.9 +/- 1.2, consistent with the indoor/outdoor (I/O) ratios for naturally-ventilated classrooms with substantial indoor sources. The personal exposure showed impacts of short-term, acute events, which were not observed outdoors and likely resulted from resuspension of particles due to students' movements, particularly during class breaks. Such indoor sources could have dominated PM2.5 exposure when outdoor air is clean. Improving air filtration and surface cleaning for the classrooms are recommended to lower students' exposure to particulate air pollution. The personal monitoring protocol established in this study may be expanded to different pollutants and integrated into many schools' science curricula to generate much-needed exposure data and increase air quality awareness among schoolchildren.
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Amato, F.
Rivas, I.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, Spain
Univ Autonoma Barcelona, Inst Ciencia & Tecnol Ambientals, Bellaterra Cerdanyola 08193, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Rivas, I.
Viana, M.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Viana, M.
Moreno, T.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Moreno, T.
Bouso, L.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Bouso, L.
Reche, C.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Reche, C.
Alvarez-Pedrerol, M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Alvarez-Pedrerol, M.
Alastuey, A.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Alastuey, A.
Sunyer, J.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Hosp del Mar, Res Inst IMIM, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Sunyer, J.
Querol, X.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Green, Mark C.
Chow, Judith C.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chow, Judith C.
Chang, M. -C. Oliver
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Calif Air Resources Board, El Monte, CA 91731 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chang, M. -C. Oliver
Chen, L. -W. Antony
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chen, L. -W. Antony
Kuhns, Hampden D.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Kuhns, Hampden D.
Etyemezian, Vicken R.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Etyemezian, Vicken R.
Watson, John G.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Amato, F.
Rivas, I.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, Spain
Univ Autonoma Barcelona, Inst Ciencia & Tecnol Ambientals, Bellaterra Cerdanyola 08193, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Rivas, I.
Viana, M.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Viana, M.
Moreno, T.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Moreno, T.
Bouso, L.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Bouso, L.
Reche, C.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Reche, C.
Alvarez-Pedrerol, M.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Alvarez-Pedrerol, M.
Alastuey, A.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Alastuey, A.
Sunyer, J.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Res Environm Epidemiol CREAL, Barcelona 08003, Spain
Hosp del Mar, Res Inst IMIM, Barcelona 08003, Spain
Univ Pompeu Fabra, Barcelona 08003, Spain
CIBER Epidemiol & Salud Publ CIBERESP, Madrid 28029, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
Sunyer, J.
Querol, X.
论文数: 0引用数: 0
h-index: 0
机构:
IDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, SpainIDAEA Spanish Natl Res Council CSIC, Inst Environm Assessment & Water Res, Barcelona 08034, Spain
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Green, Mark C.
Chow, Judith C.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chow, Judith C.
Chang, M. -C. Oliver
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Calif Air Resources Board, El Monte, CA 91731 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chang, M. -C. Oliver
Chen, L. -W. Antony
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chen, L. -W. Antony
Kuhns, Hampden D.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Kuhns, Hampden D.
Etyemezian, Vicken R.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USADesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Etyemezian, Vicken R.
Watson, John G.
论文数: 0引用数: 0
h-index: 0
机构:
Desert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA
Chinese Acad Sci, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R ChinaDesert Res Inst, Div Atmospher Sci, Reno, NV 89512 USA