Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine
出版年份 2021 全文链接
标题
Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine
作者
关键词
PM, 2.5, Meteorological factors, Air pollution, Generalized additive model, Gradient boosting machine
出版物
ATMOSPHERIC ENVIRONMENT
Volume 255, Issue -, Pages 118437
出版商
Elsevier BV
发表日期
2021-04-29
DOI
10.1016/j.atmosenv.2021.118437
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Responses of PM2.5 and O3 concentrations to changes of meteorology and emissions in China
- (2019) Pengfei Wang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial-temporal variations and mineral dust fractions in particulate matter mass concentrations in an urban area of northwestern China
- (2018) Qingyu Guan et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Study on the spatial–temporal change characteristics and influence factors of fog and haze pollution based on GAM
- (2018) Zhuang Wu et al. NEURAL COMPUTING & APPLICATIONS
- Enhancement of PM2.5 Concentrations by Aerosol-Meteorology Interactions Over China
- (2018) Xin Zhang et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Effect of ambient air pollution on emergency room admissions for respiratory diseases in Beijing, China
- (2018) Yuxia Ma et al. ATMOSPHERIC ENVIRONMENT
- The characteristics of air pollutants during different seasons in the urban area of Lanzhou, Northwest China
- (2018) Mikalai Filonchyk et al. Environmental Earth Sciences
- A Generalized Additive Model Combining Principal Component Analysis for PM2.5 Concentration Estimation
- (2017) Shuang Li et al. ISPRS International Journal of Geo-Information
- Quantifying PM 2.5 -meteorology sensitivities in a global climate model
- (2016) D.M. Westervelt et al. ATMOSPHERIC ENVIRONMENT
- Chemical composition and source apportionment of PM10 and PM2.5 in different functional areas of Lanzhou, China
- (2016) Xionghui Qiu et al. JOURNAL OF ENVIRONMENTAL SCIENCES
- The meteorological modulation on PM 2.5 interannual oscillation during 2013 to 2015 in Shanghai, China
- (2016) Jianming Xu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Source contributions of urban PM 2.5 in the Beijing–Tianjin–Hebei region: Changes between 2006 and 2013 and relative impacts of emissions and meteorology
- (2015) Xin Li et al. ATMOSPHERIC ENVIRONMENT
- Relationships between meteorological parameters and criteria air pollutants in three megacities in China
- (2015) Hongliang Zhang et al. ENVIRONMENTAL RESEARCH
- Impact of meteorological conditions on a nine-day particulate matter pollution event observed in December 2013, Shanghai, China
- (2015) Jianming Xu et al. Particuology
- High secondary aerosol contribution to particulate pollution during haze events in China
- (2014) Ru-Jin Huang et al. NATURE
- Mineral dust and NOx promote the conversion of SO2 to sulfate in heavy pollution days
- (2014) Hong He et al. Scientific Reports
- Effect of mineral dust on secondary organic aerosol yield and aerosol size in α-pinene/NOx photo-oxidation
- (2013) Chang Liu et al. ATMOSPHERIC ENVIRONMENT
- Diurnal and seasonal variations of black carbon and PM2.5 over New Delhi, India: Influence of meteorology
- (2013) S. Tiwari et al. ATMOSPHERIC RESEARCH
- A short-term intervention study — Impact of airport closure due to the eruption of Eyjafjallajökull on near-field air quality
- (2012) David C. Carslaw et al. ATMOSPHERIC ENVIRONMENT
- Influence of different weather events on concentrations of particulate matter with different sizes in Lanzhou, China
- (2012) Xinyuan Feng et al. JOURNAL OF ENVIRONMENTAL SCIENCES
- An observational study of aerosol and turbulence properties during dust storms in northwest China
- (2012) Peijian Fu et al. JOURNAL OF GEOPHYSICAL RESEARCH
- The role of meteorology on different sized aerosol fractions (PM10, PM2.5, PM2.5–10)
- (2012) St. Pateraki et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A study of the relationship between air pollutants and inversion in the ABL over the city of Lanzhou
- (2011) Qiang Zhang et al. ADVANCES IN ATMOSPHERIC SCIENCES
- Analysis of air pollution data at a mixed source location using boosted regression trees
- (2009) David C. Carslaw et al. ATMOSPHERIC ENVIRONMENT
- Estimating Regional Spatial and Temporal Variability of PM 2.5 Concentrations Using Satellite Data, Meteorology, and Land Use Information
- (2009) Yang Liu et al. ENVIRONMENTAL HEALTH PERSPECTIVES
- PM2.5 and volatile organic compounds (VOCs) in ambient air: a focus on the effect of meteorology
- (2008) A. Giakoumi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
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