Spatial-temporal heterogeneity of air pollution and its relationship with meteorological factors in the Pearl River Delta, China

Atmospheric Environment - Tập 254 - Trang 118415 - 2021
Mengmeng Hu1, Yafei Wang1, Shuang Wang1, Mengyu Jiao1, Guohe Huang2, Beicheng Xia1
1School of Environmental Science and Engineering, Sun Yat-sen University, Guangzhou 510275, PR China
2Faculty of Engineering and Applied Science, University of Regina, Regina, Saskatchewan S4S 0A2, Canada

Tóm tắt

Từ khóa


Tài liệu tham khảo

Alimissis, 2018, Spatial estimation of urban air pollution with the use of artificial neural network models, Atmos. Environ., 191, 205, 10.1016/j.atmosenv.2018.07.058

Anand, 2017, Estimating daily surface NO2 concentrations from satellite data - a case study over Hong Kong using land use regression models, Atmos. Chem. Phys., 17, 8211, 10.5194/acp-17-8211-2017

Borge, 2016, Assessment of microscale spatio-temporal variation of air pollution at an urban hotspot in Madrid (Spain) through an extensive field campaign, Atmos. Environ., 140, 432, 10.1016/j.atmosenv.2016.06.020

Bottalico, 2017, A spatially-explicit method to assess the dry deposition of air pollution by urban forests in the city of Florence, Italy. Urban For. Urban Green., 27, 221, 10.1016/j.ufug.2017.08.013

Che, 2014, Aerosol optical properties under the condition of heavy haze over an urban site of Beijing, China, Environ. Sci. Pollut. Res., 22, 1043, 10.1007/s11356-014-3415-5

Chen, 2018, How do people in different places experience different levels of air pollution? Using worldwide Chinese as a lens, Environ. Pollut., 238, 874, 10.1016/j.envpol.2018.03.093

Dai, 2021, Co-occurrence of ozone and PM2.5 pollution in the Yangtze River Delta over 2013–2019: spatiotemporal distribution and meteorological conditions, Atmos. Res., 249, 105363, 10.1016/j.atmosres.2020.105363

Dedoussi, 2020, Premature mortality related to United States cross-state air pollution, Nature, 578, 261, 10.1038/s41586-020-1983-8

DeGaetano, 2004, Temporal, spatial and meteorological variations in hourly PM2.5 concentration extremes in New York City, Atmos. Environ., 38, 1547, 10.1016/j.atmosenv.2003.12.020

Fan, 2015, Process analysis of regional aerosol pollution during spring in the Pearl River Delta region, China, Atmos. Environ., 122, 829, 10.1016/j.atmosenv.2015.09.013

Fang, 2019, Spatial-temporal characteristics of the air quality in the Guangdong−Hong Kong−Macau greater Bay area of China during 2015–2017, Atmos. Environ., 210, 14, 10.1016/j.atmosenv.2019.04.037

Feng, 2019, Defending blue sky in China: effectiveness of the “air pollution prevention and control action plan” on air quality improvements from 2013 to 2017, J. Environ. Manag., 252, 109603, 10.1016/j.jenvman.2019.109603

Giorgi, 2007, Modelling the regional effects of climate change on air quality, C. R. Geosci., 339, 721, 10.1016/j.crte.2007.08.006

Guo, 2016, Delaying precipitation and lightning by air pollution over the Pearl River Delta. Part I: observational analyses, J. Geophys. Res. Atmos., 121, 6472, 10.1002/2015JD023257

He, 2017, Air pollution characteristics and their relation to meteorological conditions during 2014–2015 in major Chinese cities, Environ. Pollut., 223, 484, 10.1016/j.envpol.2017.01.050

Heft-Neal, 2018, Robust relationship between air quality and infant mortality in Africa, Nature, 559, 254, 10.1038/s41586-018-0263-3

Hien, 2002, Influence of meteorological conditions on PM2.5 and PM2.5−10 concentrations during the monsoon season in Hanoi, Vietnam. Atmos. Environ., 36, 3473, 10.1016/S1352-2310(02)00295-9

Hosseiniebalam, 2015, The effects of emission sources and meteorological factors on sulphur dioxide concentration of Great Isfahan, Iran, Atmos. Environ., 100, 94, 10.1016/j.atmosenv.2014.10.012

Hu, 2019, A significant increase in the normalized difference vegetation index during the rapid economic development in the Pearl River Delta of China, Land Degrad. Dev., 30, 359, 10.1002/ldr.3221

Hu, 2021, Formation mechanism of a severe air pollution event: a case study in the Sichuan Basin, Southwest China, Atmos. Environ., 246, 118135, 10.1016/j.atmosenv.2020.118135

Huang, 2019, Application of air parcel residence time analysis for air pollution prevention and control policy in the Pearl River Delta region, Sci. Total Environ., 658, 744, 10.1016/j.scitotenv.2018.12.205

Iqbal, 2020, The nexus between COVID-19, temperature and exchange rate in Wuhan city: new findings from partial and multiple wavelet coherence, Sci. Total Environ., 729, 138916, 10.1016/j.scitotenv.2020.138916

Jin, 2019, Comparation of aerosol optical properties and associated radiative effects of air pollution events between summer and winter: a case study in January and July 2014 over Wuhan, Central China, Atmos. Environ., 218, 10.1016/j.atmosenv.2019.117004

Kalisa, 2018, Temperature and air pollution relationship during heatwaves in Birmingham, UK, Sust. Cities Soc., 43, 111, 10.1016/j.scs.2018.08.033

Kamińska, 2018, The use of random forests in modelling short-term air pollution effects based on traffic and meteorological conditions: a case study in Wrocław, J. Environ. Manag., 217, 164, 10.1016/j.jenvman.2018.03.094

Khamdan, 2008, Temporal and spatial variations of the quality of ambient air in the Kingdom of Bahrain during 2007, Environ. Monit. Assess., 154, 241

Li, 2014, Spatial and temporal analysis of Air Pollution Index and its timescale-dependent relationship with meteorological factors in Guangzhou, China, 2001–2011, Environ. Pollut., 190, 75, 10.1016/j.envpol.2014.03.020

Li, 2019, Air pollution characteristics in China during 2015–2016: spatiotemporal variations and key meteorological factors, Sci. Total Environ., 648, 902, 10.1016/j.scitotenv.2018.08.181

Li, 2019, East asian study of tropospheric aerosols and their impact on regional clouds, precipitation, and climate (EAST‐AIRCPC), J. Geophys. Res. Atmos., 124, 13026, 10.1029/2019JD030758

Lim, 2012, A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010, Lancet, 380, 2224, 10.1016/S0140-6736(12)61766-8

Liu, 2020, Clean air actions and air quality improvements — beijing-tianjin-hebei and surrounding areas, China, 2013−2019, China CDC Weekly, 2, 418, 10.46234/ccdcw2020.107

Nichol, 2020, Air pollution scenario over China during COVID-19, Rem. Sens., 12, 2100, 10.3390/rs12132100

Ning, 2018, Characteristics of air pollution in different zones of Sichuan Basin, China. Sci. Total Environ., 612, 975, 10.1016/j.scitotenv.2017.08.205

Ord, 1995, Local spatial autocorrelation statistics: distributional issues and an application, Geogr. Anal., 27, 286, 10.1111/j.1538-4632.1995.tb00912.x

Ouyang, 2019, Quantification of secondary particle loading during a heavy air pollution event in Beijing: a simplified method based on coal emission indicators, Atmos. Environ., 215, 116896, 10.1016/j.atmosenv.2019.116896

Pandey, 2014, Assessment of air pollution around coal mining area: emphasizing on spatial distributions, seasonal variations and heavy metals, using cluster and principal component analysis, Atmos. Pollut. Res., 5, 79, 10.5094/APR.2014.010

Ren, 2020, Effects of socioeconomic and natural factors on air pollution in China: a spatial panel data analysis, Sci. Total Environ., 740, 140155, 10.1016/j.scitotenv.2020.140155

Sen, 1968, Estimates of the regression coefficient based on kendall's tau, J. Am. Stat. Assoc., 63, 1379, 10.1080/01621459.1968.10480934

Shukla, 2020, Mapping spatial distribution of particulate matter using Kriging and Inverse Distance Weighting at supersites of megacity Delhi, Sust. Cities Soc., 54, 101997, 10.1016/j.scs.2019.101997

Su, 2021, A high-precision aerosol retrieval Algorithm (HiPARA) for advanced himawari imager (AHI) data: development and verification, Remote Sens. Environ., 253, 112221, 10.1016/j.rse.2020.112221

Sun, 2019, Spatio-temporal variations and factors of a provincial PM2.5 pollution in eastern China during 2013–2017 by geostatistics, Sci. Rep., 9, 3613, 10.1038/s41598-019-40426-8

Tan, 2016, Long-term trends of chemical characteristics and sources of fine particle in Foshan City, Pearl River Delta: 2008–2014, Sci. Total Environ., 565, 519, 10.1016/j.scitotenv.2016.05.059

Tian, 2021, Estimating PM2.5 from multisource data: a comparison of different machine learning models in the Pearl River Delta of China, Urban Clim, 35, 100740, 10.1016/j.uclim.2020.100740

Torrence, 1999, Interdecadal changes in the ENSO-monsoon system, J. Clim., 12, 2679, 10.1175/1520-0442(1999)012<2679:ICITEM>2.0.CO;2

Wang, 2018, Spatial distribution of wintertime air pollution in major cities over eastern China: relationship with the evolution of trough, ridge and synoptic system over East Asia, Atmos. Res., 212, 186, 10.1016/j.atmosres.2018.05.013

Wang, 2020, Spatiotemporal changes of surface solar radiation: implication for air pollution and rice yield in East China, Sci. Total Environ., 739, 140361, 10.1016/j.scitotenv.2020.140361

Wang, 2021, Investigating the all-sky surface solar radiation and its influencing factors in the Yangtze River Basin in recent four decades, Atmos. Environ., 244, 117888, 10.1016/j.atmosenv.2020.117888

Wu, 2019, Trends of outdoor air pollution and the impact on premature mortality in the Pearl River Delta region of southern China during 2006–2015, Sci. Total Environ., 690, 248, 10.1016/j.scitotenv.2019.06.401

Xu, 2018, Multifractal detrended cross-correlation analysis on NO, NO2 and O3 concentrations at traffic sites, Physica A, 502, 605, 10.1016/j.physa.2018.02.114

Yu, 2021, Effects of aerosols and water vapour on spatial-temporal variations of the clear-sky surface solar radiation in China, Atmos. Res., 248, 105162, 10.1016/j.atmosres.2020.105162

Yu, 2019, Effects of air pollution control measures on air quality improvement in Guangzhou, China, J. Environ. Manag., 244, 127, 10.1016/j.jenvman.2019.05.046

Zhang, 2019, Dynamic effect analysis of meteorological conditions on air pollution: a case study from Beijing, Sci. Total Environ., 684, 178, 10.1016/j.scitotenv.2019.05.360

Zhao, 2019, Inequality of household consumption and air pollution-related deaths in China, Nat. Commun., 10, 4337, 10.1038/s41467-019-12254-x

Zhao, 2019, Two air pollution events in the coastal city of Tianjin, north China plain, Atmos. Pollut. Res., 10, 1780, 10.1016/j.apr.2019.07.009

Zhu, 2019, Spatiotemporally mapping of the relationship between NO2 pollution and urbanization for a megacity in Southwest China during 2005–2016, Chemosphere, 220, 155, 10.1016/j.chemosphere.2018.12.095

Ziomas, 1995, Forecasting peak pollutant levels from meteorological variables, Atmos. Environ., 29, 3703, 10.1016/1352-2310(95)00131-H