Research on time series change point detection and influencing factors under machine learning: based on PM2.5 concentration data in Hefei city
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Earth and Planetary Sciences
Link
https://link.springer.com/content/pdf/10.1007/s12145-023-01173-7.pdf
Reference32 articles.
1. Atkinson RW, Kang S, Anderson HR et al (2014) Epidemiological time series studies of PM2.5 and daily mortality and hospital admissions: a systematic review and meta-analysis. Thorax 69(7):660–665. https://doi.org/10.1136/thoraxjnl-2013-204492
2. Bai XM, Shi PJ, Liu YS (2014) Society: realizing China’s urban dream. Nature 509(7499):158–160. https://doi.org/10.1038/509158a
3. Cao JJ, Xu HM, Xu Q et al (2012) Fine particulate matter constituents and cardiopulmonary mortality in a heavily polluted Chinese city. Environ Health Perspect 120(3):373–378. https://doi.org/10.1289/ehp.1103671
4. Cyrys J, Hochadel M, Gehring U et al (2005) GIS-Based estimation of exposure to particulate matter and NO2 in an urban area: stochastic versus dispersion modeling. Environ Health Perspect 113(8):987–992. https://doi.org/10.1289/ehp.7662
5. Deryck T, De Vos M, Bertrand A (2021) Change point detection in time series data using autoencoders with a time-invariant representation. IEEE Trans Signal Process. https://doi.org/10.1109/TSP.2021.3087031
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