Spatiotemporal Prediction of Fine Particulate Matter During the 2008 Northern California Wildfires Using Machine Learning

Environmental Science & Technology ◽

10.1021/es505846r ◽

2015 ◽

Vol 49 (6) ◽

pp. 3887-3896 ◽

Author(s):

Colleen E. Reid ◽

Michael Jerrett ◽

Maya L. Petersen ◽

Gabriele G. Pfister ◽

Philip E. Morefield ◽

...

Keyword(s):

Machine Learning ◽

Particulate Matter ◽

Fine Particulate Matter ◽

Northern California ◽

Fine Particulate

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Advancing methodologies for applying machine learning and evaluating spatiotemporal models of fine particulate matter (PM2.5) using satellite data over large regions

Atmospheric Environment ◽

10.1016/j.atmosenv.2020.117649 ◽

2020 ◽

Vol 239 ◽

pp. 117649

Author(s):

Allan C. Just ◽

Kodi B. Arfer ◽

Johnathan Rush ◽

Michael Dorman ◽

Alexandra Shtein ◽

...

Keyword(s):

Machine Learning ◽

Particulate Matter ◽

Satellite Data ◽

Fine Particulate Matter ◽

Fine Particulate ◽

Spatiotemporal Models

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Prediction System for Fine Particulate Matter Concentration Index by Meteorological and Air Pollution Material Factors Based on Machine Learning

Proceedings of the Tenth International Symposium on Information and Communication Technology - SoICT 2019 ◽

10.1145/3368926.3369684 ◽

2019 ◽

Author(s):

Jihoon Yoo ◽

Dongil Shin ◽

Dongkyoo Shin

Keyword(s):

Machine Learning ◽

Air Pollution ◽

Particulate Matter ◽

Concentration Index ◽

Fine Particulate Matter ◽

Prediction System ◽

Particulate Matter Concentration ◽

Fine Particulate ◽

Matter Concentration

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Characteristic Analysis of Fine Particulate Matter and Nitrogen Oxide Concentration Using a Machine Learning Technique at Roadsides

International Journal of Highway Engineering ◽

10.7855/ijhe.2020.22.4.009 ◽

2020 ◽

Vol 22 (4) ◽

pp. 9-18

Author(s):

Sang Hyuk Lee ◽

Jong Won Lee ◽

Moonkyung Kim ◽

Ki Soo Park ◽

Hee Mun Park

Keyword(s):

Machine Learning ◽

Particulate Matter ◽

Nitrogen Oxide ◽

Fine Particulate Matter ◽

Characteristic Analysis ◽

Machine Learning Technique ◽

Fine Particulate ◽

Learning Technique ◽

Oxide Concentration ◽

Nitrogen Oxide Concentration

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Machine Learning Approach To Estimate Hourly Exposure to Fine Particulate Matter for Urban, Rural, and Remote Populations during Wildfire Seasons

Environmental Science & Technology ◽

10.1021/acs.est.8b01921 ◽

2018 ◽

Vol 52 (22) ◽

pp. 13239-13249 ◽

Author(s):

Jiayun Yao ◽

Michael Brauer ◽

Sean Raffuse ◽

Sarah B. Henderson

Keyword(s):

Machine Learning ◽

Particulate Matter ◽

Fine Particulate Matter ◽

Learning Approach ◽

Rural And Remote ◽

Fine Particulate ◽

Machine Learning Approach ◽

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Countermeasures against fine particulate matter through cases of veteran elementary physical education teachers

Journal of Korean Society for the Study of Physical Education ◽

10.15831/jksspe.2020.25.3.71 ◽

2020 ◽

Vol 25 (3) ◽

pp. 71-88

Author(s):

Sang-Mok Kim ◽

Byung-Kweon Chang

Keyword(s):

Particulate Matter ◽

Physical Education ◽

Fine Particulate Matter ◽

Physical Education Teachers ◽

Elementary Physical Education ◽

Fine Particulate

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The Mortality Impact of Fine Particulate Matter in China

SSRN Electronic Journal ◽

10.2139/ssrn.3672847 ◽

2020 ◽

Author(s):

Yazhen Gong ◽

Shanjun Li ◽

Nicholas Sanders ◽

Guang Shi

Keyword(s):

Particulate Matter ◽

Fine Particulate Matter ◽

Fine Particulate

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Difference on oxidative stress in lung epithelial cells and macrophages induced by ambient fine particulate matter (PM2.5)

Air Quality Atmosphere & Health ◽

10.1007/s11869-020-00835-5 ◽

2020 ◽

Vol 13 (7) ◽

pp. 789-796 ◽

Author(s):

Ran Li ◽

Yixuan Wang ◽

Xinghua Qiu ◽

Fanfan Xu ◽

Rucheng Chen ◽

...

Keyword(s):

Oxidative Stress ◽

Particulate Matter ◽

Epithelial Cells ◽

Fine Particulate Matter ◽

Lung Epithelial Cells ◽

Fine Particulate ◽

Lung Epithelial

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Size-fractionated Electrochemical Quantification for Compact Monitoring of Fine Particulate Matter

Microchemical Journal ◽

10.1016/j.microc.2021.106386 ◽

2021 ◽

pp. 106386

Author(s):

Heyu Yin ◽

Sina Parsnejad ◽

Ehsan Ashoori ◽

Hao Wan ◽

Wen Li ◽

...

Keyword(s):

Particulate Matter ◽

Fine Particulate Matter ◽

Fine Particulate

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Seasonal association between ambient fine particulate matter and venous thromboembolism in Beijing, China: a time-series study

Environmental Science and Pollution Research ◽

10.1007/s11356-021-13035-0 ◽

2021 ◽

Author(s):

Junhui Wu ◽

Yaohua Tian ◽

Yao Wu ◽

Zijing Wang ◽

Yiqun Wu ◽

...

Keyword(s):

Time Series ◽

Particulate Matter ◽

Venous Thromboembolism ◽

Fine Particulate Matter ◽

Time Series Study ◽

Fine Particulate ◽

Beijing China ◽

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SIZE SEGREGATED CHARACTERIZATION OF FINE PARTICULATE MATTER IN LEIPZIG AND MELPITZ AEROSOL

Journal of Aerosol Science ◽

10.1016/s0021-8502(21)00165-8 ◽

2001 ◽

Vol 32 ◽

pp. 353-354

Author(s):

E. BRÜGGEMANN ◽

T. GNAUK ◽

K. MULLER ◽

H. HERRMANN

Keyword(s):

Particulate Matter ◽

Fine Particulate Matter ◽

Fine Particulate

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