New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events
Abstract
Severe haze events during which particulate matter (PM) increases quickly from tens to hundreds of microgram per cubic meter in 1-2 days frequently occur in China. Although it has been known that PM is influenced by complex interplays among emissions, meteorology, and physical and chemical processes, specific mechanisms remain elusive. In this paper, a new positive feedback mechanism between planetary boundary layer (PBL), relative humidity (RH), and secondary PM (SPM) formation is proposed based on a comprehensive field experiment and model simulation. The decreased PBL associated with increased PM increases RH by weakening the vertical transport of water vapor; the increased RH in turn enhances the SPM formation through heterogeneous aqueous reactions, which further enhances PM, weakens solar radiation, and decreases PBL height. This positive feedback, together with the PM-Radiation-PBL feedback, constitutes a key mechanism that links PM, radiation, PBL properties (e.g. PBL height and RH), and SPM formation, This mechanism is self-amplifying, leading to faster PM production, accumulation, and more severe haze pollution.
- Authors:
-
- Beijing Weather Modification Office (China); China Meteorological Administration, Beijing (China). Inst. of Urban Meterorology
- China Meteorological Administration, Beijing (China). Inst. of Urban Meterorology
- China Meteorological Administration, Beijing (China). Inst. of Urban Meterorology; Brookhaven National Lab. (BNL), Upton, NY (United States)
- Lanzhou Univ. (China). College of Atmospheric sciences
- Beijing Weather Modification Office (China)
- Beijing Meteorological Bureau (China)
- Chinese Academy of Sciences (CAS), Beijing (China). Inst. of Atmospheric Physics
- Brookhaven National Lab. (BNL), Upton, NY (United States)
- Publication Date:
- Research Org.:
- Brookhaven National Laboratory (BNL), Upton, NY (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER); Key Technologies R&D Program (China); National Natural Science Foundation of China (NSFC)
- OSTI Identifier:
- 1433943
- Report Number(s):
- BNL-203517-2018-JAAM
Journal ID: ISSN 2045-2322
- Grant/Contract Number:
- SC0012704; 2017YFC0209604; 41505119; IUMKY201709
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Scientific Reports
- Additional Journal Information:
- Journal Volume: 8; Journal Issue: 1; Journal ID: ISSN 2045-2322
- Publisher:
- Nature Publishing Group
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; Atmospheric chemistry; Environmental monitoring; haze; planetary boundary layer; secondary aerosol formation; feedback mechanism
Citation Formats
Liu, Quan, Jia, Xingcan, Quan, Jiannong, Li, Jiayun, Li, Xia, Wu, Yongxue, Chen, Dan, Wang, Zifa, and Liu, Yangang. New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events. United States: N. p., 2018.
Web. doi:10.1038/s41598-018-24366-3.
Liu, Quan, Jia, Xingcan, Quan, Jiannong, Li, Jiayun, Li, Xia, Wu, Yongxue, Chen, Dan, Wang, Zifa, & Liu, Yangang. New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events. United States. https://doi.org/10.1038/s41598-018-24366-3
Liu, Quan, Jia, Xingcan, Quan, Jiannong, Li, Jiayun, Li, Xia, Wu, Yongxue, Chen, Dan, Wang, Zifa, and Liu, Yangang. Tue .
"New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events". United States. https://doi.org/10.1038/s41598-018-24366-3. https://www.osti.gov/servlets/purl/1433943.
@article{osti_1433943,
title = {New positive feedback mechanism between boundary layer meteorology and secondary aerosol formation during severe haze events},
author = {Liu, Quan and Jia, Xingcan and Quan, Jiannong and Li, Jiayun and Li, Xia and Wu, Yongxue and Chen, Dan and Wang, Zifa and Liu, Yangang},
abstractNote = {Severe haze events during which particulate matter (PM) increases quickly from tens to hundreds of microgram per cubic meter in 1-2 days frequently occur in China. Although it has been known that PM is influenced by complex interplays among emissions, meteorology, and physical and chemical processes, specific mechanisms remain elusive. In this paper, a new positive feedback mechanism between planetary boundary layer (PBL), relative humidity (RH), and secondary PM (SPM) formation is proposed based on a comprehensive field experiment and model simulation. The decreased PBL associated with increased PM increases RH by weakening the vertical transport of water vapor; the increased RH in turn enhances the SPM formation through heterogeneous aqueous reactions, which further enhances PM, weakens solar radiation, and decreases PBL height. This positive feedback, together with the PM-Radiation-PBL feedback, constitutes a key mechanism that links PM, radiation, PBL properties (e.g. PBL height and RH), and SPM formation, This mechanism is self-amplifying, leading to faster PM production, accumulation, and more severe haze pollution.},
doi = {10.1038/s41598-018-24366-3},
journal = {Scientific Reports},
number = 1,
volume = 8,
place = {United States},
year = {Tue Apr 17 00:00:00 EDT 2018},
month = {Tue Apr 17 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
“APEC Blue”: Secondary Aerosol Reductions from Emission Controls in Beijing
journal, February 2016
- Sun, Yele; Wang, Zifa; Wild, Oliver
- Scientific Reports, Vol. 6, Issue 1
Sources and Processes Affecting Fine Particulate Matter Pollution over North China: An Adjoint Analysis of the Beijing APEC Period
journal, August 2016
- Zhang, Lin; Shao, Jingyuan; Lu, Xiao
- Environmental Science & Technology, Vol. 50, Issue 16
Studying the effects of aerosols on vertical photolysis rate coefficient and temperature profiles over an urban airshed
journal, May 1998
- Jacobson, Mark Z.
- Journal of Geophysical Research: Atmospheres, Vol. 103, Issue D9
Mechanism for the formation of the January 2013 heavy haze pollution episode over central and eastern China
journal, November 2013
- Wang, YueSi; Yao, Li; Wang, LiLi
- Science China Earth Sciences, Vol. 57, Issue 1
Effects of meteorology and secondary particle formation on visibility during heavy haze events in Beijing, China
journal, January 2015
- Zhang, Qiang; Quan, Jiannong; Tie, Xuexi
- Science of The Total Environment, Vol. 502
Radiative effects of aerosols on the evolution of the atmospheric boundary layer
journal, January 2002
- Yu, Hongbin
- Journal of Geophysical Research, Vol. 107, Issue D12
Fully coupled “online” chemistry within the WRF model
journal, December 2005
- Grell, Georg A.; Peckham, Steven E.; Schmitz, Rainer
- Atmospheric Environment, Vol. 39, Issue 37
Observational study of influence of aerosol hygroscopic growth on scattering coefficient over rural area near Beijing mega-city
journal, January 2009
- Pan, X. L.; Yan, P.; Tang, J.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 19
Finding Boundary Layer Top: Application of a Wavelet Covariance Transform to Lidar Backscatter Profiles
journal, August 2003
- Brooks, Ian M.
- Journal of Atmospheric and Oceanic Technology, Vol. 20, Issue 8
Elucidating severe urban haze formation in China
journal, November 2014
- Guo, Song; Hu, Min; Zamora, Misti L.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 49
Mexico City aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0) – Part 1: Fine particle composition and organic source apportionment
journal, January 2009
- Aiken, A. C.; Salcedo, D.; Cubison, M. J.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 17
Hygroscopic properties of aerosol particles at high relative humidity and their diurnal variations in the North China Plain
journal, January 2011
- Liu, P. F.; Zhao, C. S.; Göbel, T.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 7
Impact of an improved longwave radiation model, RRTM, on the energy budget and thermodynamic properties of the NCAR community climate model, CCM3
journal, June 2000
- Iacono, Michael J.; Mlawer, Eli J.; Clough, Shepard A.
- Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D11
Effect of heterogeneous aqueous reactions on the secondary formation of inorganic aerosols during haze events
journal, December 2015
- Quan, Jiannong; Liu, Quan; Li, Xia
- Atmospheric Environment, Vol. 122
Enhanced air pollution via aerosol-boundary layer feedback in China
journal, January 2016
- Petäjä, T.; Järvi, L.; Kerminen, V. -M.
- Scientific Reports, Vol. 6, Issue 1
Variability of SO2 in an intensive fog in North China Plain: Evidence of high solubility of SO2
journal, February 2013
- Zhang, Qiang; Tie, Xuexi; Lin, Weili
- Particuology, Vol. 11, Issue 1
Horizontal visibility trends in China 1981–2005
journal, January 2007
- Che, Huizheng; Zhang, Xiaoye; Li, Yang
- Geophysical Research Letters, Vol. 34, Issue 24
Relative humidity dependence of aerosol optical properties and direct radiative forcing in the surface boundary layer at Xinken in Pearl River Delta of China: An observation based numerical study
journal, August 2008
- Cheng, Y. F.; Wiedensohler, A.; Eichler, H.
- Atmospheric Environment, Vol. 42, Issue 25
Exploring the severe winter haze in Beijing: the impact of synoptic weather, regional transport and heterogeneous reactions
journal, January 2015
- Zheng, G. J.; Duan, F. K.; Su, H.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 6
High secondary aerosol contribution to particulate pollution during haze events in China
journal, September 2014
- Huang, Ru-Jin; Zhang, Yanlin; Bozzetti, Carlo
- Nature, Vol. 514, Issue 7521
Air pollution in mega cities in China
journal, January 2008
- Chan, Chak K.; Yao, Xiaohong
- Atmospheric Environment, Vol. 42, Issue 1
Reactive nitrogen chemistry in aerosol water as a source of sulfate during haze events in China
journal, December 2016
- Cheng, Yafang; Zheng, Guangjie; Wei, Chao
- Science Advances, Vol. 2, Issue 12
Impact of aerosol–meteorology interactions on fine particle pollution during China’s severe haze episode in January 2013
journal, September 2014
- Wang, Jiandong; Wang, Shuxiao; Jiang, Jingkun
- Environmental Research Letters, Vol. 9, Issue 9
A possible positive feedback of reduction of precipitation and increase in aerosols over eastern central China
journal, January 2006
- Zhao, Chunsheng; Tie, Xuexi; Lin, Yunping
- Geophysical Research Letters, Vol. 33, Issue 11
Climate Effects of Black Carbon Aerosols in China and India
journal, September 2002
- Menon, S.
- Science, Vol. 297, Issue 5590
Modeling the feedback between aerosol and meteorological variables in the atmospheric boundary layer during a severe fog–haze event over the North China Plain
journal, January 2015
- Gao, Y.; Zhang, M.; Liu, Z.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 8
Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data
journal, January 2009
- Ulbrich, I. M.; Canagaratna, M. R.; Zhang, Q.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 9
Chemical and microphysical characterization of ambient aerosols with the aerodyne aerosol mass spectrometer
journal, January 2007
- Canagaratna, M. R.; Jayne, J. T.; Jimenez, J. L.
- Mass Spectrometry Reviews, Vol. 26, Issue 2
Climate Forcing by Anthropogenic Aerosols
journal, January 1992
- Charlson, R. J.; Schwartz, S. E.; Hales, J. M.
- Science, Vol. 255, Issue 5043
Analysis of the formation of fog and haze in North China Plain (NCP)
journal, January 2011
- Quan, J.; Zhang, Q.; He, H.
- Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 4
Anthropogenic water vapor emissions in Tokyo: ANTHROPOGENIC WATER VAPOR
journal, November 2008
- Moriwaki, Ryo; Kanda, Manabu; Senoo, Hiroshi
- Water Resources Research, Vol. 44, Issue 11
Field-Deployable, High-Resolution, Time-of-Flight Aerosol Mass Spectrometer
journal, December 2006
- DeCarlo, Peter F.; Kimmel, Joel R.; Trimborn, Achim
- Analytical Chemistry, Vol. 78, Issue 24
Characteristics of heavy aerosol pollution during the 2012–2013 winter in Beijing, China
journal, May 2014
- Quan, Jiannong; Tie, Xuexi; Zhang, Qiang
- Atmospheric Environment, Vol. 88
Impact of nocturnal planetary boundary layer on urban air pollutants: Measurements from a 250-m tower over Tianjin, China
journal, February 2009
- Han, Suqin; Bian, Hai; Tie, Xuexi
- Journal of Hazardous Materials, Vol. 162, Issue 1
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
journal, June 1994
- Paatero, Pentti; Tapper, Unto
- Environmetrics, Vol. 5, Issue 2
Simulations of sulfate–nitrate–ammonium (SNA) aerosols during the extreme
haze events over northern China in October 2014
journal, January 2016
- Chen, Dan; Liu, Zhiquan; Fast, Jerome
- Atmospheric Chemistry and Physics, Vol. 16, Issue 16
Model for Simulating Aerosol Interactions and Chemistry (MOSAIC)
journal, January 2008
- Zaveri, Rahul A.; Easter, Richard C.; Fast, Jerome D.
- Journal of Geophysical Research, Vol. 113, Issue D13
Lidar measurements of the atmospheric entrainment zone and the potential temperature jump across the top of the mixed layer
journal, March 1986
- Boers, R.; Eloranta, E. W.
- Boundary-Layer Meteorology, Vol. 34, Issue 4
Impact of emission controls on air quality in Beijing during APEC 2014: lidar ceilometer observations
journal, January 2015
- Tang, G.; Zhu, X.; Hu, B.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 21
Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island
journal, January 2003
- Arnfield, A. John
- International Journal of Climatology, Vol. 23, Issue 1
Aerosol effects on the photochemistry in Mexico City during MCMA-2006/MILAGRO campaign
journal, January 2011
- Li, G.; Bei, N.; Tie, X.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 11
Ambient aerosol sampling using the Aerodyne Aerosol Mass Spectrometer
journal, January 2003
- Jimenez, Jose L.
- Journal of Geophysical Research, Vol. 108, Issue D7
Evolution of planetary boundary layer under different weather conditions, and its impact on aerosol concentrations
journal, February 2013
- Quan, Jiannong; Gao, Yang; Zhang, Qiang
- Particuology, Vol. 11, Issue 1
Heterogeneous chemistry: a mechanism missing in current models to explain secondary inorganic aerosol formation during the January 2013 haze episode in North China
journal, January 2015
- Zheng, B.; Zhang, Q.; Zhang, Y.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 4
Bounding the role of black carbon in the climate system: A scientific assessment: BLACK CARBON IN THE CLIMATE SYSTEM
journal, June 2013
- Bond, T. C.; Doherty, S. J.; Fahey, D. W.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 11
Intensification of aerosol pollution associated with its feedback with surface solar radiation and winds in Beijing: Aerosol Intensification by Feedback
journal, April 2016
- Yang, Xin; Zhao, Chuanfeng; Guo, Jianping
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 8
Characterization of speciated aerosol direct radiative forcing over California: AEROSOL DIRECT RADIATIVE FORCING
journal, March 2013
- Zhao, Chun; Ruby Leung, L.; Easter, Richard
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 5
Aerosol effects on the photochemistry in Mexico City during MCMA-2006/MILAGRO campaign
journal, January 2011
- Li, G.; Bei, N.; Tie, X.
- Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 3
Analysis of the formation of fog and haze in North China Plain (NCP)
journal, January 2011
- Quan, J.; Zhang, Q.; He, H.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 15
Impact of emission controls on air quality in Beijing during APEC 2014: Lidar ceilometer observations
text, January 2015
- Tang, G.; Zhu, X.; Hu, B.
- Karlsruhe
High secondary aerosol contribution to particulate pollution during haze events in China
text, January 2014
- Zhang, Yanlin; Baltensperger, Urs; Schnelle-Kreis, Jürgen
- Macmillan Journals Ltd.
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
journal, June 1994
- Paatero, Pentti; Tapper, Unto
- Environmetrics, Vol. 5, Issue 2
Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island
journal, January 2003
- Arnfield, A. John
- International Journal of Climatology, Vol. 23, Issue 1
Mechanism for the formation of the January 2013 heavy haze pollution episode over central and eastern China
journal, November 2013
- Wang, YueSi; Yao, Li; Wang, LiLi
- Science China Earth Sciences, Vol. 57, Issue 1
Fully coupled “online” chemistry within the WRF model
journal, December 2005
- Grell, Georg A.; Peckham, Steven E.; Schmitz, Rainer
- Atmospheric Environment, Vol. 39, Issue 37
Air pollution in mega cities in China
journal, January 2008
- Chan, Chak K.; Yao, Xiaohong
- Atmospheric Environment, Vol. 42, Issue 1
Relative humidity dependence of aerosol optical properties and direct radiative forcing in the surface boundary layer at Xinken in Pearl River Delta of China: An observation based numerical study
journal, August 2008
- Cheng, Y. F.; Wiedensohler, A.; Eichler, H.
- Atmospheric Environment, Vol. 42, Issue 25
Characteristics of heavy aerosol pollution during the 2012–2013 winter in Beijing, China
journal, May 2014
- Quan, Jiannong; Tie, Xuexi; Zhang, Qiang
- Atmospheric Environment, Vol. 88
Effect of heterogeneous aqueous reactions on the secondary formation of inorganic aerosols during haze events
journal, December 2015
- Quan, Jiannong; Liu, Quan; Li, Xia
- Atmospheric Environment, Vol. 122
Impact of nocturnal planetary boundary layer on urban air pollutants: Measurements from a 250-m tower over Tianjin, China
journal, February 2009
- Han, Suqin; Bian, Hai; Tie, Xuexi
- Journal of Hazardous Materials, Vol. 162, Issue 1
Effects of meteorology and secondary particle formation on visibility during heavy haze events in Beijing, China
journal, January 2015
- Zhang, Qiang; Quan, Jiannong; Tie, Xuexi
- Science of The Total Environment, Vol. 502
Field-Deployable, High-Resolution, Time-of-Flight Aerosol Mass Spectrometer
journal, December 2006
- DeCarlo, Peter F.; Kimmel, Joel R.; Trimborn, Achim
- Analytical Chemistry, Vol. 78, Issue 24
Sources and Processes Affecting Fine Particulate Matter Pollution over North China: An Adjoint Analysis of the Beijing APEC Period
journal, August 2016
- Zhang, Lin; Shao, Jingyuan; Lu, Xiao
- Environmental Science & Technology, Vol. 50, Issue 16
A new lumped structure photochemical mechanism for large-scale applications
journal, December 1999
- Zaveri, Rahul A.; Peters, Leonard K.
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D23
A generalized approach to parameterizing convection combining ensemble and data assimilation techniques: PARAMETERIZING CONVECTION COMBINING ENSEMBLE AND DATA ASSIMILATION TECHNIQUES
journal, July 2002
- Grell, Georg A.; Dévényi, Dezső
- Geophysical Research Letters, Vol. 29, Issue 14
Elucidating severe urban haze formation in China
journal, November 2014
- Guo, Song; Hu, Min; Zamora, Misti L.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 49
Impact of aerosol–meteorology interactions on fine particle pollution during China’s severe haze episode in January 2013
journal, September 2014
- Wang, Jiandong; Wang, Shuxiao; Jiang, Jingkun
- Environmental Research Letters, Vol. 9, Issue 9
Reactive nitrogen chemistry in aerosol water as a source of sulfate during haze events in China
journal, December 2016
- Cheng, Yafang; Zheng, Guangjie; Wei, Chao
- Science Advances, Vol. 2, Issue 12
Climate Effects of Black Carbon Aerosols in China and India
journal, September 2002
- Menon, S.
- Science, Vol. 297, Issue 5590
Climate Forcing by Anthropogenic Aerosols
journal, January 1992
- Charlson, R. J.; Schwartz, S. E.; Hales, J. M.
- Science, Vol. 255, Issue 5043
Boundary Layer Height and Entrainment Zone Thickness Measured by Lidars and Wind-Profiling Radars
journal, August 2000
- Cohn, Stephen A.; Angevine, Wayne M.
- Journal of Applied Meteorology, Vol. 39, Issue 8
Exploring the severe winter haze in Beijing: the impact of synoptic weather, regional transport and heterogeneous reactions
journal, January 2015
- Zheng, G. J.; Duan, F. K.; Su, H.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 6
Modeling the feedback between aerosol and meteorological variables in the atmospheric boundary layer during a severe fog–haze event over the North China Plain
journal, January 2015
- Gao, Y.; Zhang, M.; Liu, Z.
- Atmospheric Chemistry and Physics, Vol. 15, Issue 8
Aerosol effects on the photochemistry in Mexico City during MCMA-2006/MILAGRO campaign
journal, January 2011
- Li, G.; Bei, N.; Tie, X.
- Atmospheric Chemistry and Physics Discussions, Vol. 11, Issue 3
Mexico City aerosol analysis during MILAGRO using high resolution aerosol mass spectrometry at the urban supersite (T0) – Part 1: Fine particle composition and organic source apportionment
journal, January 2009
- Aiken, A. C.; Salcedo, D.; Cubison, M. J.
- Atmospheric Chemistry and Physics Discussions, Vol. 9, Issue 2
Impact of emission controls on air quality in Beijing during APEC 2014: Lidar ceilometer observations
text, January 2015
- Tang, G.; Zhu, X.; Hu, B.
- Karlsruhe
Works referencing / citing this record:
Interaction Between Planetary Boundary Layer and PM2.5 Pollution in Megacities in China: a Review
journal, September 2019
- Miao, Yucong; Li, Jing; Miao, Shiguang
- Current Pollution Reports, Vol. 5, Issue 4
Modeling of the Effects of Wintertime Aerosols on Boundary Layer Properties Over the Indo Gangetic Plain
journal, April 2019
- Bharali, Chandrakala; Nair, Vijayakumar S.; Chutia, Lakhima
- Journal of Geophysical Research: Atmospheres, Vol. 124, Issue 7
Impacts of atmospheric vertical structures on transboundary aerosol transport from China to South Korea
journal, September 2019
- Lee, Hyo-Jung; Jo, Hyun-Young; Kim, Sang-Woo
- Scientific Reports, Vol. 9, Issue 1
The impact of aerosol–radiation interactions on the effectiveness of emission control measures
journal, January 2019
- Zhou, Mi; Zhang, Lin; Chen, Dan
- Environmental Research Letters, Vol. 14, Issue 2
Entanglement of near-surface optical turbulence to atmospheric boundary layer dynamics and particulate concentration: implications for optical wireless communication systems
journal, January 2020
- Anand, N.; Sunilkumar, K.; Satheesh, S. K.
- Applied Optics, Vol. 59, Issue 5
Assessing the formation and evolution mechanisms of severe haze pollution in the Beijing–Tianjin–Hebei region using process analysis
journal, January 2019
- Chen, Lei; Zhu, Jia; Liao, Hong
- Atmospheric Chemistry and Physics, Vol. 19, Issue 16
Aerosol–radiation feedback deteriorates the wintertime haze in the North China Plain
journal, January 2019
- Wu, Jiarui; Bei, Naifang; Hu, Bo
- Atmospheric Chemistry and Physics, Vol. 19, Issue 13
Is water vapor a key player of the wintertime haze in North China Plain?
journal, January 2019
- Wu, Jiarui; Bei, Naifang; Hu, Bo
- Atmospheric Chemistry and Physics, Vol. 19, Issue 13
Air quality and climate change, Topic 3 of the Model Inter-Comparison Study for Asia Phase III (MICS-Asia III) – Part 2: aerosol radiative effects and aerosol feedbacks
journal, January 2020
- Gao, Meng; Han, Zhiwei; Tao, Zhining
- Atmospheric Chemistry and Physics, Vol. 20, Issue 2
Rapid formation of intense haze episodes via aerosol–boundary layer feedback in Beijing
journal, January 2020
- Wang, Yonghong; Yu, Miao; Wang, Yuesi
- Atmospheric Chemistry and Physics, Vol. 20, Issue 1
Impacts of atmospheric vertical structures on transboundary aerosol transport from China to South Korea
journal, September 2019
- Lee, Hyo-Jung; Jo, Hyun-Young; Kim, Sang-Woo
- Scientific Reports, Vol. 9, Issue 1