31 results on '"Yucong Miao"'
Search Results
2. Integrated impacts of synoptic forcing and aerosol radiative effect on boundary layer and pollution in the Beijing–Tianjin–Hebei region, China
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Yucong Miao, Shuhua Liu, Huizheng Che, and Xiaoye Zhang
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Pollution ,Atmospheric Science ,Daytime ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,media_common.quotation_subject ,Geopotential height ,Forcing (mathematics) ,010501 environmental sciences ,Atmospheric sciences ,01 natural sciences ,lcsh:QC1-999 ,Aerosol ,lcsh:Chemistry ,Boundary layer ,lcsh:QD1-999 ,Environmental science ,Air quality index ,lcsh:Physics ,0105 earth and related environmental sciences ,media_common - Abstract
Rapid urbanization and industrialization have led to deterioration of air quality in the Beijing–Tianjin–Hebei (BTH) region due to high loadings of PM2.5. Heavy aerosol pollution frequently occurs in winter, in close relation to the planetary boundary layer (PBL) meteorology. To unravel the physical processes that influence PBL structure and aerosol pollution in BTH, this study combined long-term observational data analyses, synoptic pattern classification, and meteorology–chemistry coupled simulations. During the winter of 2017 and 2018, Beijing and Tangshan often experienced heavy PM2.5 pollution simultaneously, accompanied by strong thermal inversion aloft. These concurrences of pollution in different cities were primarily regulated by the large-scale synoptic conditions. Using principal component analysis with geopotential height fields at the 850 hPa level during winter, two typical synoptic patterns associated with heavy pollution in BTH were identified. One pattern is characterized by a southeast-to-north pressure gradient across BTH, and the other is associated with high pressure in eastern China. Both synoptic types feature warmer air temperature at 1000 m a.g.l., which could suppress the development of the PBL. Under these unfavorable synoptic conditions, aerosols can modulate PBL structure through the radiative effect, which was examined using numerical simulations. The aerosol radiative effect can significantly lower the daytime boundary layer height through cooling the surface layer and heating the upper part of the PBL, leading to the deterioration of air quality. This PBL–aerosol feedback is sensitive to the aerosol vertical structure, which is more effective when the synoptic pattern can distribute more aerosols to the upper PBL.
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- 2020
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3. The response of warm-season precipitation extremes in China to global warming: an observational perspective from radiosonde measurements
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Dandan Chen, Ji Nie, Panmao Zhai, Yan Yan, Xiaoran Guo, Yanmin Lv, Yucong Miao, Jianping Guo, Tianmeng Chen, Yi Han, and Lin Liu
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Rain gauge ,Precipitable water ,Global warming ,010502 geochemistry & geophysics ,01 natural sciences ,Convective available potential energy ,law.invention ,Clausius–Clapeyron relation ,law ,Climatology ,Radiosonde ,Environmental science ,Precipitation ,0105 earth and related environmental sciences ,Geographic difference - Abstract
Consensus has been reached that precipitation extremes vary proportionally with global warming. Nevertheless, the underlying cause and magnitude of these factors affecting their relationships remain highly debated. To elucidate the complex relationship between precipitation extremes and temperature in China during the warm seasons (May through September), a 60-year (1958–2017) record of hourly rain gauge measurements, in combination with surface air temperature, RH, precipitable water (PW), and convective available potential energy (CAPE) collected from 120 radiosonde stations were examined. Spatially, the scaling relationship between precipitation extremes and temperature exhibits a large geographic difference across China. In particular, the Clausius–Clapeyron (CC) and sub-CC relationships tend to occur in northwest (ROI-N) and southeast China (ROI-S), whereas the super-CC relationship is found to mainly concentrates in central China (ROI-C). Additionally, the response of precipitation extremes to temperature becomes more sensitive as precipitation intensity increases, shifting from CC to super-CC at a certain point of inflection that varies by geographic regions. This shift occurs at approximately 15 °C in ROI-C and ROI-N, but at around 20 °C in ROI-S. Within the temperature range of the super-CC slope, the PW rises with the increases in temperature, whereas the CAPE decreases with rising temperature, which is contrary to the monotonic scaling of precipitation with temperature. From the perspective of interannual variation, the precipitation extremes correlate positively with temperature. This further confirms the notion that global warming, through jointly affecting PW and CAPE, is able to considerably regulate precipitation extremes.
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- 2020
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4. Low‐Level Jet Climatology of China Derived From Long‐Term Radiosonde Observations
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Yu Song, Yan Yan, Yucong Miao, Xuhui Cai, and Xuesong Wang
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Atmospheric Science ,Geophysics ,Space and Planetary Science ,law ,Climatology ,Earth and Planetary Sciences (miscellaneous) ,Radiosonde ,China ,Low level jet ,Geology ,law.invention ,Term (time) - Published
- 2021
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5. Heat stress in Beijing and its relationship with boundary layer structure and air pollution
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Yucong Miao, Huizheng Che, Shuhua Liu, and Xiaoye Zhang
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Atmospheric Science ,General Environmental Science - Published
- 2022
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6. On the relationship between convective precipitation and aerosol pollution in North China Plain during autumn and winter
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Zhisheng Xiao, Shaobin Zhu, Yucong Miao, Yang Yu, and Huizheng Che
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Atmospheric Science - Published
- 2022
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7. Synoptic condition and boundary layer structure regulate PM2.5 pollution in the Huaihe River Basin, China
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Yan Yan, Xuhui Cai, Yucong Miao, and Mingyuan Yu
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Atmospheric Science - Published
- 2022
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8. Regional Transport Increases Ammonia Concentration in Beijing, China
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Ligang Wang, Qingmei Wang, and Yucong Miao
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Critical factors ,regional transport ,backward trajectory analysis ,010501 environmental sciences ,Environmental Science (miscellaneous) ,Wind direction ,lcsh:QC851-999 ,Atmospheric sciences ,01 natural sciences ,Atmosphere ,thermal stratification ,Ammonia ,chemistry.chemical_compound ,Prevailing winds ,chemistry ,Beijing ,Environmental science ,Relative humidity ,lcsh:Meteorology. Climatology ,WRF-Chem ,China ,0105 earth and related environmental sciences - Abstract
To elucidate the critical factors influencing the ammonia (NH3) concentration in Beijing, this study combined observational analyses, backward trajectory calculations, and meteorology&ndash, chemistry coupled simulations to investigate the variations in the NH3 concentration from 11 May to 24 June, 2015. A significant positive correlation was found between the NH3 and PM2.5 concentrations in Beijing. By examining the relationships between meteorological parameters and the NH3 concentration, both near-surface temperature and relative humidity showed positive correlations with the NH3 concentration. The higher NH3 concentrations were usually associated with the warming of the upper atmosphere. Distinct wind directions were noted during the days of the top and bottom 33.3% NH3 concentrations. The top 33.3% concentrations were primarily related to southwesterly winds, while the bottom ones were associated with westerly and northerly winds. Since there are strong NH3 emissions in the southern plains adjacent to Beijing, the regional transport induced by the southerly prevailing winds would increase the NH3 concentration in Beijing significantly. From 23 to 25 May, more than one third of NH3 in Beijing was contributed by the southerly transport processes. Thus, joint efforts to reduce NH3 emissions in the whole Beijing&ndash, Tianjin&ndash, Hebei region are necessary to regulate the NH3 concentration in Beijing.
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- 2020
9. Synoptic patterns and sounding-derived parameters associated with summertime heavy rainfall in Beijing
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Weitao Xue, Yan Yan, Lin Liu, Mengyun Lou, Jianping Guo, Panmao Zhai, Yucong Miao, Dandan Chen, Shuhua Liu, and Huan Liu
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Atmospheric Science ,Depth sounding ,010504 meteorology & atmospheric sciences ,Beijing ,Climatology ,Environmental science ,010501 environmental sciences ,01 natural sciences ,0105 earth and related environmental sciences - Published
- 2018
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10. Declining diurnal temperature range in the North China Plain related to environmental changes
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Huan Liu, Shunwu Zhou, Yong Zhang, Dandan Chen, Lin Liu, Weitao Xue, Hui Xu, Yuan Wang, Yucong Miao, Jianping Guo, and Jian Li
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Cloud cover ,Diurnal temperature variation ,North china ,010502 geochemistry & geophysics ,Cooling effect ,Annual cycle ,01 natural sciences ,Aerosol ,Overcast ,Climatology ,Sunshine duration ,Environmental science ,0105 earth and related environmental sciences - Abstract
The decreases in diurnal temperature range (DTR) observed in most regions are generally linked to the increase in cloud cover. However, declining clouds and rising aerosols observed over the North China Plain (NCP) of China make it elusive to elucidate the underlying mechanisms behind the declining DTR observed in this region. Here, we analyze the changes in DTR characteristics in the NCP based on 54-year surface temperature observations, in combination with collocated environmental variable measurements. Overall, there is a significant declining trend of DTR from 1960 to 2014 at a rate of − 0.12 °C/decade, largely due to a larger increase in minimum temperature during the night. The cloud effect on DTR is further explored by comparing DTR under clear-sky and overcast conditions, which exhibits a distinct annual cycle with a minimum in summer and a maximum in winter. The decreasing rate of DTR under overcast condition is − 0.30 °C/decade, much faster than the rate of − 0.17 °C/decade under clear-sky condition, indicating steady increases in the nighttime warming effect of middle- or high-clouds. Also, the elevated aerosol concentration could contribute to the declining DTR, due to the cooling effect of aerosols. Moreover, the effect induced by sunshine duration and water vapor on DTR cannot be ignored either. All of the aforementioned environmental variables combine to affect the long-term trend of DTR, despite their different roles in modulating DTR. Our findings call for better understanding of the influence of environmental factors on regional climate system at the diurnal timescale.
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- 2018
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11. Tropopause trend across China from 1979 to 2016: A revisit with updated radiosonde measurements
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Jianping Guo, Yuxing Yun, Yucong Miao, Yong Zhang, Xinyan Chen, Jian Li, Panmao Zhai, Lin Liu, Hui Xu, Jinfang Yin, and Kaixi Hu
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Seasonality ,010502 geochemistry & geophysics ,medicine.disease ,Spatial distribution ,01 natural sciences ,law.invention ,law ,Climatology ,medicine ,Radiosonde ,Environmental science ,Tropopause ,China ,0105 earth and related environmental sciences - Published
- 2018
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12. Impacts of synoptic condition and planetary boundary layer structure on the trans-boundary aerosol transport from Beijing-Tianjin-Hebei region to northeast China
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Yucong Miao, Wei Wei, Yanjun Ma, Xiaolan Li, Shuhua Liu, Gen Zhang, Jianping Guo, and Chun Zhao
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Pollutant ,Pollution ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,media_common.quotation_subject ,Beijing tianjin hebei ,010501 environmental sciences ,Atmospheric sciences ,01 natural sciences ,Aerosol ,Trans boundary ,Depth sounding ,Environmental science ,Air quality index ,0105 earth and related environmental sciences ,General Environmental Science ,media_common - Abstract
The northeastern China frequently experiences severe aerosol pollution in winter under unfavorable meteorological conditions. How and to what extent the meteorological factors affect the air quality there are not yet clearly understood. Thus, this study investigated the impacts of synoptic patterns on the aerosol transport and planetary boundary layer (PBL) structure in Shenyang from 1 to 3 December 2016, using surface observations, sounding measurements, satellite data, and three-dimensional simulations. Results showed that the aerosol pollution occurred in Shenyang was not only related to the local emissions, but also contributed by trans-boundary transport of aerosols from the Beiijng-Tianjin-Hebei (BTH) region. In the presence of the westerly and southwesterly synoptic winds, the aerosols emitted from BTH could be brought to Shenyang. From December 2 to 3, the aerosols emitted from BTH accounted for ∼20% of near-surface PM2.5 in Shenyang. In addition, the large-scale synoptic forcings could affect the vertical mixing of pollutants through modulating the PBL structure in Shenyang. The westerly and southwesterly synoptic winds not only brought the aerosols but also the warmer air masses from the southwest regions to Shenyang. The strong warm advections above PBL could enhance the already existing thermal inversion layers capping over PBL in Shenyang, leading to the suppressions of PBL. Both the trans-boundary transport of aerosols and the suppressions of PBL caused by the large-scale synoptic forcings should be partly responsible for the poor air quality in Shenyang, in addition to the high pollutant emissions. The present study revealed the physical mechanisms underlying the aerosol pollution in Shenyang, which has important implications for better forecasting and controlling the aerosols pollution.
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- 2018
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13. The Climatology of Low‐Level Jet in Beijing and Guangzhou, China
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Yucong Miao, Gen Zhang, Yanluan Lin, Panmao Zhai, Jianping Guo, Wei Wei, and Shuhua Liu
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,010501 environmental sciences ,Low level jet ,01 natural sciences ,Geophysics ,Beijing ,Space and Planetary Science ,Climatology ,Earth and Planetary Sciences (miscellaneous) ,Environmental science ,China ,0105 earth and related environmental sciences - Published
- 2018
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14. On the Summertime Planetary Boundary Layer with Different Thermodynamic Stability in China: A Radiosonde Perspective
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Wanchun Zhang, Zhang Fang, Huan Liu, Yan Yan, Yucong Miao, Yu Song, Jing He, Yuan Li, Panmao Zhai, Mengyun Lou, and Jianping Guo
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Atmospheric Science ,Momentum (technical analysis) ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,Cloud cover ,010501 environmental sciences ,Atmospheric sciences ,Spatial distribution ,01 natural sciences ,Convective Boundary Layer ,law.invention ,Troposphere ,Boundary layer ,law ,Climatology ,Radiosonde ,Environmental science ,0105 earth and related environmental sciences - Abstract
Strongly influenced by thermodynamic stability, the planetary boundary layer (PBL) is key to the exchange of heat, momentum, and moisture between the ground surface and free troposphere. The PBL with different thermodynamic stability across the whole of China, however, is not yet well understood. In this study, the occurrence frequency and spatial distribution of the convective boundary layer (CBL), neutral boundary layer (NBL), and stable boundary layer (SBL) were systematically investigated, based on intensive summertime soundings launched at 1400 Beijing time (BJT) throughout China’s radiosonde network (CRN) for the period 2012 to 2016. Overall, the occurrences of CBL, NBL, and SBL account for 70%, 26%, and 4%, respectively, suggesting that CBL dominates in summer throughout China. In terms of the spatial pattern of PBL height, a prominent north–south gradient can be found with higher PBL height in northwest China. In addition, the PBL heights of CBL and NBL were found to be positively (negatively) associated with near-surface air temperature (humidity), whereas no apparent relationship was found for SBL. Furthermore, clouds tend to reduce the occurrence frequency, irrespective of PBL type. Roughly 70% of SBL cases occur under overcast conditions, much higher than those for NBL and CBL, indicating that clouds govern to some extent the occurrence of SBL. In contrast, except for the discernible changes in PBL height under overcast conditions relative to those under clear-sky conditions, the changes in PBL height under partly cloudy conditions are no more than 170 m for both NBL and CBL types.
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- 2018
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15. Impacts of synoptic forcing and topography on aerosol pollution during winter in Shenyang, Northeast China
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Yunhai Zhang, Xiaolan Li, Yangfeng Wang, Yanjun Ma, and Yucong Miao
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Pollution ,Atmospheric Science ,Depth sounding ,Pollutant emissions ,Planetary boundary layer ,media_common.quotation_subject ,Environmental science ,Forcing (mathematics) ,Atmospheric sciences ,China ,Air quality index ,Aerosol ,media_common - Abstract
Northeast China frequently experiences aerosol pollution episodes in winter. In addition to the pollutant emissions, synoptic pattern and topography can impact the air quality in complex ways, which are still not well understood in Northeast China. Therefore, the impacts of synoptic forcing and topography on aerosol pollution in Shenyang were investigated combining surface observations, sounding measurements, and three-dimensional air quality simulations. The studied pollution episode occurred from January 1 to 5, 2020, along with poor meteorological dispersion conditions characterized by weak winds, strong thermal stabilities, and shallow planetary boundary layers (PBLs). During the formation of pollution, strong elevated thermal inversion layers were observed over Shenyang, induced by the large-scale synoptic pattern, which suppressed the PBL growth and the vertical dispersion of aerosols. Moreover, the blocking effect of mountains to the east of Shenyang further worsened the pollution when northwesterly/westerly flows prevailed in shallow PBLs. Numerical sensitive experiment was conducted to estimate the contribution of blocking effect of mountains to the near-surface PM2.5 concentration in Shenyang, and it was found that around one third of PM2.5 concentration during January 1–4 was relevant to the terrain effect. These findings can facilitate a comprehensive understanding of the physical formation of aerosol pollution in Northeast China and helpful for the pollution controls.
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- 2021
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16. On the heavy aerosol pollution and its meteorological dependence in Shandong province, China
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Yuan Li, Shuhua Liu, Yucong Miao, and Huizheng Che
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Pollutant ,Pollution ,Atmospheric Science ,Meteorological reanalysis ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,media_common.quotation_subject ,010501 environmental sciences ,Annual cycle ,Atmospheric sciences ,01 natural sciences ,Aerosol ,Troposphere ,Prevailing winds ,Environmental science ,0105 earth and related environmental sciences ,media_common - Abstract
Partly due to the lack of fine-resolution measurements of the planetary boundary layer (PBL), the impacts of PBL on the aerosol pollution in the densely populous Shandong province were not well understood. On the basis of long-term PM2.5 measurements, fine-resolution radiosonde data, and meteorological reanalysis from April 2016 to March 2019, the aerosol pollution in Jinan and Qingdao and its complex relationships with the multi-scale meteorological conditions were investigated in this study. During an annual cycle, prominent seasonal variations of PM2.5 concentrations can be observed in both cities, with heaviest pollution in the heating season and relatively low concentrations in summer. Significant positive correlationwas found between the monthly PM2.5 concentrations and thermal stability of the lower troposphere, indicating that the seasonal shifts of PBL play an important role in regulating the variations of aerosol pollution, in addition to the seasonal changes in the emissions. In the heating season, influenced by unfavorable synoptic patterns, heavy pollution often simultaneously happened in Jinan and Qingdao. Utilizing an objective synoptic classification approach with reanalysis data, two dominant synoptic types led to heavy pollution in Jinan and Qingdao were identified, which were featured by 900-hPa warm advections from the west or southwest with weaker prevailing winds. These synoptic types not only strengthened the elevated thermal inversion and inhibited the vertical dilution of pollutants locally, but also caused the regional transports of pollutants to Jinan and Qingdao from high-emission upstream regions, such as the Beijing-Tianjin-Hebei region, Henan province and Jiangsu province. Therefore, to prevent heavy pollution in Jinan and Qingdao, regional joint measures should be implemented with full consideration of synoptic impact.
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- 2021
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17. Relay transport of aerosols to Beijing-Tianjin-Hebei region by multi-scale atmospheric circulations
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Huan Liu, Jing He, Jianping Guo, Shuhua Liu, Yan Yan, Yucong Miao, and Gen Zhang
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Pollution ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,media_common.quotation_subject ,Humidity ,Beijing tianjin hebei ,010501 environmental sciences ,Atmospheric sciences ,01 natural sciences ,Aerosol ,Beijing ,Sea breeze ,Climatology ,Environmental science ,Air quality index ,0105 earth and related environmental sciences ,General Environmental Science ,media_common - Abstract
The Beijing-Tianjin-Hebei (BTH) region experiences heavy aerosol pollution, which is found to have close relationships with the synoptic- and local-scale atmospheric circulations. However, how and to what extent these multi-scale circulations interplay to modulate aerosol transport have not been fully understood. To this end, this study comprehensively investigated the impacts of these circulations on aerosol transport in BTH by focusing on an episode occurred on 1 June 2013 through combining both observations and three-dimensional simulations. It was found that during this episode, the Bohai Sea acted as a transfer station, and the high-pressure system over the Yellow Sea and sea-breeze in BTH took turns to affect the transport of aerosols. In the morning, influenced by the high-pressure system, lots of aerosols emitted from Shandong and Jiangsu provinces were first transported to the Bohai Sea. After then, these aerosols were brought to the BTH region in the afternoon through the inland penetration of sea-breeze, significantly exacerbating the air quality in BTH. The inland penetration of sea-breeze could be identified by the sharp changes in ground-based observed temperature, humidity, and wind when the sea-breeze front (SBF) passed by. Combining observations with model outputs, the SBF was found to be able to advance inland more than ∼150 km till reaching Beijing. This study has important implications for better understanding the aerosol transport in BTH, and improving the forecast of such aerosol pollution.
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- 2017
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18. An intercomparison of long-term planetary boundary layer heights retrieved from CALIPSO, ground-based lidar, and radiosonde measurements over Hong Kong
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Chengcai Li, Dongwei Yang, Yucong Miao, Tianning Su, Jing Li, Jianping Guo, Pengzhan Xiang, and Alexis K.H. Lau
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Atmospheric Science ,010504 meteorology & atmospheric sciences ,Meteorology ,Planetary boundary layer ,010501 environmental sciences ,Covariance ,Atmospheric sciences ,01 natural sciences ,Standard deviation ,law.invention ,Aerosol ,Atmosphere ,Geophysics ,Lidar ,Space and Planetary Science ,law ,Earth and Planetary Sciences (miscellaneous) ,Radiosonde ,Environmental science ,Satellite ,0105 earth and related environmental sciences - Abstract
The planetary boundary layer height (PBLH) is a very important parameter in the atmosphere, because it determines the range where the most effective dispersion processes take place, and serves as a constraint on the vertical transport of heat, moisture and pollutants. As the only space-borne lidar, Cloud-Aerosol Lidar with Orthogonal Polarization (CALIOP) onboard Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) measures the vertical distribution of aerosol signals and thus offers the potential to retrieve large-scale PBLH climatology. In this study, we explore different techniques for retrieving PBLH from CALIPSO measurements, and validate the results against those obtained from ground-based micropulse lidar (MPL) and radiosonde (RS) data over Hong Kong, where long-term MPL and RS measurements are available. Two methods, namely maximum standard deviation (MSD) and wavelet covariance transform (WCT) are used to retrieve PBLH from CALIPSO. Results show that the RS- and MPL-derived PBLHs share similar interannual variation and seasonality, and can complement each other. Both MSD and WCT perform reasonably well compared with MPL/RS products, especially under sufficient aerosol loading. Uncertainties increase when aerosol loading is low and the CALIPSO signal consequently becomes noisier. Overall, CALIPSO captures the general PBLH seasonal variability over Hong Kong, despite a high bias in spring a low bias in summer. The spring high bias is likely associated with elevated aerosol layers due to transport, while the summer low bias can be attributed to higher noise level associated with weaker aerosol signal.
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- 2017
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19. Classification of summertime synoptic patterns in Beijing and their associations with boundary layer structure affecting aerosol pollution
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Zhanqing Li, Wanchun Zhang, Huan Liu, Yucong Miao, Panmao Zhai, Jianping Guo, and Shuhua Liu
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Pollution ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,Advection ,Planetary boundary layer ,media_common.quotation_subject ,Cloud cover ,Forcing (mathematics) ,010501 environmental sciences ,01 natural sciences ,lcsh:QC1-999 ,Aerosol ,lcsh:Chemistry ,Deposition (aerosol physics) ,lcsh:QD1-999 ,Climatology ,Environmental science ,Air quality index ,lcsh:Physics ,0105 earth and related environmental sciences ,media_common - Abstract
Meteorological conditions within the planetary boundary layer (PBL) are closely governed by large-scale synoptic patterns and play important roles in air quality by directly and indirectly affecting the emission, transport, formation, and deposition of air pollutants. Partly due to the lack of long-term fine-resolution observations of the PBL, the relationships between synoptic patterns, PBL structure, and aerosol pollution in Beijing have not been well understood. This study applied the obliquely rotated principal component analysis in T-mode to classify the summertime synoptic conditions over Beijing using the National Centers for Environmental Prediction reanalysis from 2011 to 2014, and investigated their relationships with PBL structure and aerosol pollution by combining numerical simulations, measurements of surface meteorological variables, fine-resolution soundings, the concentration of particles with diameters less than or equal to 2.5 µm, total cloud cover (CLD), and reanalysis data. Among the seven identified synoptic patterns, three types accounted for 67 % of the total number of cases studied and were associated with heavy aerosol pollution events. These particular synoptic patterns were characterized by high-pressure systems located to the east or southeast of Beijing at the 925 hPa level, which blocked the air flow seaward, and southerly PBL winds that brought in polluted air from the southern industrial zone. The horizontal transport of pollutants induced by the synoptic forcings may be the most important factor affecting the air quality of Beijing in summer. In the vertical dimension, these three synoptic patterns featured a relatively low boundary layer height (BLH) in the afternoon, accompanied by high CLD and southerly cold advection from the seas within the PBL. The high CLD reduced the solar radiation reaching the surface, and suppressed the thermal turbulence, leading to lower BLH. Besides, the numerical sensitive experiments show that cold advection induced by the large-scale synoptic forcing may have cooled the PBL, leading to an increase in near-surface stability and a decrease in the BLH in the afternoon. Moreover, when warm advection appeared simultaneously above the top level of the PBL, the thermal inversion layer capping the PBL may have been strengthened, resulting in the further suppression of PBL and thus the deterioration of aerosol pollution levels. This study has important implications for understanding the crucial roles that meteorological factors (at both synoptic and local scales) play in modulating and forecasting aerosol pollution in Beijing and its surrounding area.
- Published
- 2017
20. Impact of various emission control schemes on air quality using WRF-Chem during APEC China 2014
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Yucong Miao, Panmao Zhai, Jing He, Jianping Guo, Huan Liu, and Hongli Liu
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Pollutant ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,Meteorology ,010501 environmental sciences ,01 natural sciences ,Economic cooperation ,Beijing ,Weather Research and Forecasting Model ,Atmospheric pollutants ,Environmental science ,China ,Air quality index ,0105 earth and related environmental sciences ,General Environmental Science - Abstract
Emission control measures have been implemented to make air quality good enough for Asia-Pacific Economic Cooperation (APEC) China 2014, which provides us with an ideal test-bed to determine how these measures affect air quality in Beijing and surrounding areas. Based on hourly observations at eight monitoring sites of Beijing, the concentrations of other primary atmospheric pollutants during APEC were found to have significantly lower magnitudes than those before APEC, with the exception of a higher O3 concentration. Overall, WRF/Chem reproduced the observed time series of PM2.5, PM10, NO2, CO, and O3 notably well. To investigate the impact of emission control measures on air quality on both local and regional scales, four emission control schemes were developed according to the locations where emission reduction had taken place; the corresponding simulations were subsequently run separately. Scheme S2 (emission control implemented in Beijing) resulted in reductions of 22%, 24%, 10% and 22% for the concentrations of PM2.5, PM10, NO2 and CO, respectively, compared with 14%, 14%, 8%, and 13% for scheme S3 (emission controls implemented from outside of Beijing). This finding indicates that the local emission reduction in Beijing contributes more to the improved air quality in Beijing during APEC China 2014 than does the emission reduction from outside of Beijing. In terms of the impact on the regional scale, the real emission control scheme led to significant reduction of PM2.5 throughout the whole domain. Although the regional impact cannot be completely ignored, both emission reduction measures implemented in Beijing and those implemented outside of Beijing favor greater reduction in PM2.5 in the domains where measurements are presumably taken, as compared with other domains. Therefore, to improve the air quality in Beijing, more coordinated efforts should be made, particularly in the aspect of more stringent reduction and control strategies on pollutant emission sources across the NCP.
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- 2016
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21. Impacts of regional transport and boundary layer structure on the PM2.5 pollution in Wuhan, Central China
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Yucong Miao, Wei Tang, Xiaohui Du, Huizheng Che, Yang Yu, Xin Zhang, and Zhisheng Xiao
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Pollution ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,Planetary boundary layer ,media_common.quotation_subject ,Central china ,010501 environmental sciences ,01 natural sciences ,Aerosol ,Boundary layer ,Prevailing winds ,Climatology ,High pressure ,Environmental science ,Haze pollution ,0105 earth and related environmental sciences ,General Environmental Science ,media_common - Abstract
Wuhan, one of the most developed cities in Central China, has been experiencing frequent heavy haze pollution. To understand the impacts of large-scale synoptic patterns and the local-scale planetary boundary layer (PBL) structures on the PM2.5 pollution in Wuhan, this study applied an objective approach to the classifying of the daily synoptic patterns in 2017. It then combined observational analyses and meteorology-chemistry coupled simulations to investigate a typical pollution episode at the end of November 2017. The synoptic type associated with the heaviest PM2.5 pollution in Wuhan was characterized by high pressure to the northwest and low pressure to the northeast at the 850-hPa level, which can support northwesterly prevailing winds towards Wuhan. As a result, the aerosols from the highly polluted northern regions can be transported to Wuhan, leading to a high PM2.5 concentration. Also, when there was high pressure located to the east/southeast of Wuhan at the 850-hPa level, southerly warm advections could be induced. The warming of upper air can significantly suppress the development of PBL by enhancing thermal stability, favoring the accumulation of aerosols. This study elucidated the multi-scale physical mechanisms underlying the aerosol pollution in Wuhan, and has important implications for the forecasting and the mitigating of pollution.
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- 2020
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22. Numerical Study on the Effect of Urbanization and Coastal Change on Sea Breeze over Qingdao, China
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Linbo Wei, Yucong Miao, Shangfei Hai, Lifang Sheng, and Qing Chen
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Atmospheric Science ,geography ,geography.geographical_feature_category ,010504 meteorology & atmospheric sciences ,urbanization ,Environmental Science (miscellaneous) ,Land area ,lcsh:QC851-999 ,010502 geochemistry & geophysics ,Urban area ,sea-land breeze ,01 natural sciences ,Sea breeze ,Climatology ,Weather Research and Forecasting Model ,Urbanization ,numerical simulation ,Environmental science ,lcsh:Meteorology. Climatology ,Urban heat island ,China ,coastal change ,0105 earth and related environmental sciences - Abstract
During the past few decades, rapid economic development occurred in Qingdao. Inevitably, human activities have caused great changes to the underlying surface, including urbanization and coastal change. Coastal change mainly refers to the expansion of the coastline to increase coastal land area. Sea-land breeze (SLB) is important for local weather and the transport of air pollutant. However, the impact of human activities on the SLB over Qingdao is not yet clear. Thus, the weather research and forecasting (WRF) model is applied to study the effect of urbanization and coastal change on SLB. The study shows that urbanization strengthens the urban heat island (UHI) effect. Due to the expansions of urban area during past decades, sea breeze is strengthened before it passes through the urban areas. When it penetrates into the city, the inland progress of sea breeze is slowed down due to the UHI effect and stronger frictional force. Besides, the expansions of coastline can delay the SLB conversion time, lead to the changes in the sea breeze penetration path and the weakening of SLB intensity.
- Published
- 2018
23. Numerical Study of the Effects of Topography and Urbanization on the Local Atmospheric Circulations over the Beijing-Tianjin-Hebei, China
- Author
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Bicheng Chen, Yucong Miao, Shuhua Liu, Yijia Zheng, and Shu Wang
- Subjects
Atmospheric Science ,Article Subject ,lcsh:QC851-999 ,Sunset ,Atmospheric sciences ,Pollution ,Geophysics ,Circulation (fluid dynamics) ,Geography ,Mountain breeze and valley breeze ,Sea breeze ,Climatology ,Weather Research and Forecasting Model ,Urbanization ,lcsh:Meteorology. Climatology ,Urban heat island ,China - Abstract
The effects of the topography and urbanization on the local atmospheric circulations over the Beijing-Tianjin-Hebei (BTH) region were studied by the weather research and forecasting (WRF) model, as well as the interactions among these local atmospheric circulations. It was found that, in the summer day time, the multiscale thermally induced local atmospheric circulations may exist and interact in the same time over the BTH region; the topography played a role in the strengthening of the sea breeze circulations; after sunset, the inland progress of sea breeze was slowed down by the opposite mountain breeze; when the land breeze circulation dominated the Bohai bay, the mountain breeze circulation can couple with the land breeze circulation to form a large circulation ranging from the coastline to the mountains. And the presence of cities cannot change the general state of the sea-land breeze (SLB) circulation and mountain-valley breeze (MVB) circulation but acted to modify these local circulations slightly. Meanwhile, the development of the urban heat island (UHI) circulation was also strongly influenced by the nearby SLB circulation and MVB circulation.
- Published
- 2015
- Full Text
- View/download PDF
24. The blue skies in Beijing during APEC 2014: A quantitative assessment of emission control efficiency and meteorological influence
- Author
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Yuan Wang, Hui Xu, Yan Yan, Huan Liu, Jianping Guo, Yuan Li, Yucong Miao, Jing He, Panmao Zhai, Jinfang Yin, and Hongli Liu
- Subjects
Pollution ,Atmospheric Science ,geography ,geography.geographical_feature_category ,010504 meteorology & atmospheric sciences ,Meteorology ,media_common.quotation_subject ,010501 environmental sciences ,Urban area ,Atmospheric sciences ,01 natural sciences ,Aerosol ,Economic cooperation ,Beijing ,Atmospheric chemistry ,Quantitative assessment ,Spatial evolution ,Environmental science ,0105 earth and related environmental sciences ,General Environmental Science ,media_common - Abstract
Most previous studies attributed the alleviation of aerosol pollution to either emission control measures or favorable meteorological conditions. However, our understanding of their quantitative contribution is far from complete. In this study, based on model simulation using the CMA (China Meteorological Administration) Unified Atmospheric Chemistry Environment for aerosols (CUACE/Aero), in combination with simultaneous ground-based hourly PM_(2.5) observations, we aim to quantify the relative contributions of the emission control measures and meteorology to the blue-skies seen in Beijing during the Asia-Pacific Economic Cooperation (APEC) summit held in November of 2014. A series of model simulations have been performed over Beijing-Tianjin-Hebei (BTH) region by implementing nine different emission control schemes. To investigate the relative contributions of the emission control measures and meteorology, the study period has been divided into five episodes. Overall, the CUACE/Aero model can reasonably well reproduce the temporal and spatial evolution of PM_(2.5) during APEC 2014, although the model performance varies by different time periods and regions of interest. Model results show the emission control measures on average reduced the PM+(2.5) concentration by 41.3% in urban areas of Beijing and 39.7% in Huairou district, respectively, indicating emission control plays a significant role for the blue skies observed. Among all the emission control measures under investigation, local emission control in Beijing contributed the largest to the reduction of PM_(2.5) concentrations with a reduction of 35.5% in urban area of Beijing and 34.8% in Huairou, in contrast with the vehicle emission control in Hebei that contributed the least with a reduction of less than 1%. The emission control efficiency in five episodes has been assessed quantitatively, which falls in the range of 36.2%–41.2% in urban area of Beijing and 34.9%–40.7% in Huairou, indicative of no significant episode and geographic dependence in the emission control efficiency. The emission control measures and meteorology, however, alternated to dominate the absolute reduction of PM_(2.5) concentrations. When the weather conditions are unfavorable, emission control measures outperformed meteorology with a reduction of 55.3–59.4 μg/m^3 in urban area of Beijing and 32.5–33 μg/m^3 in Huairou. Conversely, when the northwesterly winds prevailed, meteorology tends to outweigh the role of emission control in accounting for the drop of PM_(2.5). The atmospheric dilution conditions are determined through the model calculation of the mass inflow of PM_(2.5) per unit volume near the surface. Our findings have significant implications for effective planning and implementation of emission control measures.
- Published
- 2017
25. Warming effect of dust aerosols modulated by overlapping clouds below
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Min Min, Yucong Miao, Zhibo Zhang, Jing He, Yuan Wang, Chuanfeng Zhao, Jianping Guo, Huan Liu, Hui Xu, Shunwu Zhou, and Panmao Zhai
- Subjects
Cloud forcing ,Atmospheric Science ,010504 meteorology & atmospheric sciences ,Cloud fraction ,Astrophysics::Cosmology and Extragalactic Astrophysics ,010501 environmental sciences ,Radiative forcing ,Atmospheric sciences ,01 natural sciences ,Aerosol ,Liquid water content ,Climatology ,Cloud albedo ,Environmental science ,Climate model ,Shortwave ,Physics::Atmospheric and Oceanic Physics ,Astrophysics::Galaxy Astrophysics ,0105 earth and related environmental sciences ,General Environmental Science - Abstract
Due to the substantial warming effect of dust aerosols overlying clouds and its poor representation in climate models, it is imperative to accurately quantify the direct radiative forcing (DRF) of above-cloud dust aerosols. When absorbing aerosol layers are located above clouds, the warming effect of aerosols strongly depends on the cloud macro- and micro-physical properties underneath, such as cloud optical depth and cloud fraction at visible wavelength. A larger aerosol-cloud overlap is believed to cause a larger warming effect of absorbing aerosols, but the influence of overlapping cloud fraction and cloud optical depth remains to be explored. In this study, the impact of overlapping cloud properties on the shortwave all-sky DRF due to springtime above-cloud dust aerosols is quantified over northern Pacific Ocean based on 10-year satellite measurements. On average, the DRF is roughly 0.62 Wm^(−2). Furthermore, the warming effect of dust aerosols linearly increases with both overlapping cloud fraction and cloud optical depth. An increase of 1% in overlapping cloud fraction will amplify this warming effect by 1.11 Wm^(−2)τ^(−1). For the springtime northern Pacific Ocean, top-of-atmosphere cooling by dust aerosols turns into warming when overlapping cloud fraction is beyond 0.20. The variation of critical cloud optical depth beyond which dust aerosols switch from exerting a net cooling to a net warming effect depends on the concurrent overlapping cloud fraction. When the overlapping cloud coverage range increases from 0.2 to –0.4 to 0.6–0.8, the corresponding critical cloud optical depth reduces from 6.92 to 1.16. Our results demonstrate the importance of overlapping cloud properties for determining the springtime warming effect of dust aerosols.
- Published
- 2017
26. A multi-scale urban atmospheric dispersion model for emergency management
- Author
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Shu Wang, Hui Zheng, Shuhua Liu, Bicheng Chen, Yucong Miao, and Yijia Zheng
- Subjects
Rapid update cycle ,Atmospheric Science ,Scale (ratio) ,Emergency management ,Meteorology ,business.industry ,Weather forecasting ,Atmospheric dispersion modeling ,Computational fluid dynamics ,computer.software_genre ,Atmosphere ,Weather Research and Forecasting Model ,Environmental science ,business ,computer - Abstract
To assist emergency management planning and prevention in case of hazardous chemical release into the atmosphere, especially in densely built-up regions with large populations, a multi-scale urban atmospheric dispersion model was established. Three numerical dispersion experiments, at horizontal resolutions of 10 m, 50 m and 3000 m, were performed to estimate the adverse effects of toxic chemical release in densely built-up areas. The multi-scale atmospheric dispersion model is composed of the Weather Forecasting and Research (WRF) model, the Open Source Field Operation and Manipulation software package, and a Lagrangian dispersion model. Quantification of the adverse health effects of these chemical release events are given by referring to the U.S. Environmental Protection Agency’s Acute Exposure Guideline Levels. The wind fields of the urban-scale case, with 3 km horizontal resolution, were simulated by the Beijing Rapid Update Cycle system, which were utilized by the WRF model. The sub-domain-scale cases took advantage of the computational fluid dynamics method to explicitly consider the effects of buildings. It was found that the multi-scale atmospheric dispersion model is capable of simulating the flow pattern and concentration distribution on different scales, ranging from several meters to kilometers, and can therefore be used to improve the planning of prevention and response programs.
- Published
- 2014
- Full Text
- View/download PDF
27. Numerical Study of Traffic Pollutant Dispersion within Different Street Canyon Configurations
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Yuan Li, Shuhua Liu, Yucong Miao, Yijia Zheng, and Shu Wang
- Subjects
Pollution ,Canyon ,Atmospheric Science ,geography ,geography.geographical_feature_category ,Article Subject ,Meteorology ,business.industry ,Turbulence ,media_common.quotation_subject ,Flow (psychology) ,lcsh:QC851-999 ,Computational fluid dynamics ,Source field ,Geophysics ,Software ,Environmental science ,lcsh:Meteorology. Climatology ,business ,Dispersion (chemistry) ,media_common ,Marine engineering - Abstract
The objective of this study is to numerically study flow and traffic exhaust dispersion in urban street canyons with different configurations to find out the urban-planning strategies to ease the air pollution. The Computational Fluid Dynamics (CFD) model used in this study—Open Source Field Operation and Manipulation (OpenFOAM) software package—was firstly validated against the wind-tunnel experiment data by using three differentk-εturbulence models. And then the patterns of flow and dispersion within three different kinds of street canyon configuration under the perpendicular approaching flow were numerically studied. The result showed that the width and height of building can dramatically affect the pollution level inside the street canyon. As the width or height of building increases, the pollution at the pedestrian level increases. And the asymmetric configuration (step-up or step-down street canyon) could provide better ventilation. It is recommended to design a street canyon with nonuniform configurations. And the OpenFOAM software package can be used as a reliable tool to study flows and dispersions around buildings.
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- 2014
- Full Text
- View/download PDF
28. The Effects of the Trans-Regional Transport of PM2.5 on a Heavy Haze Event in the Pearl River Delta in January 2015
- Author
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Shanhong Gao, Shangfei Hai, Yi Gao, Yucong Miao, Lifang Sheng, Yang Gao, and Qing Chen
- Subjects
Pollution ,Pollutant ,Atmospheric Science ,Pearl river delta ,Haze ,010504 meteorology & atmospheric sciences ,Fine particulate ,media_common.quotation_subject ,lcsh:QC851-999 ,010501 environmental sciences ,Environmental Science (miscellaneous) ,Atmospheric sciences ,01 natural sciences ,trans-regional transport ,haze ,Altitude ,Urbanization ,Environmental science ,lcsh:Meteorology. Climatology ,Pearl River Delta (PRD) ,WRF-Chem ,Air mass ,0105 earth and related environmental sciences ,media_common - Abstract
The Pearl River Delta (PRD), a region with the fastest economic development and urbanization in China, sometimes has severe haze pollution caused by fine particulate matter (PM2.5). From October to April of the following year, the PRD is influenced by northerly winds, which can bring pollutants from upwind polluted regions. However, the ways that pollutants are transmitted and the contributions of trans-regional inputs are not yet clear. Observational analysis and numerical simulations are applied to explore the effect of PM2.5 trans-regional transport during a heavy haze event occurring from 14 to 25 January 2015. The results show that northerly winds resulted in an increase in the PM2.5 concentration in the northern PRD one day earlier than in the southern PRD. The main transport path of PM2.5 was located at an altitude of 0.1 to 0.7 km, the maximum total transport intensity below 3 km was 9.7 ×, 103 &mu, g·, m&minus, 2·, s&minus, 1, and the near-surface concentration increased by 13.7 to 34.4 &mu, g/m3 by trans-regional transport, which accounted for 56.5% of the contribution rate on average. Southerly winds could also bring a polluted air mass from the sea to the coast, causing more severe haze in coastal regions blocked by mountains, although the overall effect is reduced pollution.
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- 2019
- Full Text
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29. Construction and validation of an urban area flow and dispersion model on building scales
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Bicheng Chen, Shuhua Liu, Yucong Miao, Yuan Li, and Shu Wang
- Subjects
Atmospheric Science ,business.industry ,Turbulence ,K-epsilon turbulence model ,Schmidt number ,Scalar (physics) ,Ocean Engineering ,Mechanics ,Computational fluid dynamics ,Physics::Fluid Dynamics ,Classical mechanics ,Physics::Space Physics ,Reynolds-averaged Navier–Stokes equations ,business ,Convection–diffusion equation ,Wind tunnel ,Mathematics - Abstract
This paper presents a numerical model that simulates the wind fields, turbulence fields, and dispersion of gaseous substances in urban areas on building to city block scales. A Computational Fluid Dynamics (CFD) approach using the steady-state, Reynolds-Averaged Navier-Stokes (RANS) equations with the standard k-ɛ turbulence model within control volumes of non-uniform cuboid shapes has been employed. Dispersion field is computed by solving an unsteady transport equation of passive scalar. Another approach based on Gaussian plume model is used to correct the turbulent Schmidt number of tracer, in order to improve the dispersion simulation. The experimental data from a wind tunnel under neutral conditions are used to validate the numerical results of velocity, turbulence, and dispersion fields. The numerical results show a reasonable agreement with the wind tunnel data. The deviation of concentration between the simulation with corrected turbulent Schmidt number and the wind tunnel experiments may arise from 1) imperfect point sources, 2) heterogeneous turbulent diffusivity, and 3) the constant turbulent Schmidt assumption used in the model.
- Published
- 2013
- Full Text
- View/download PDF
30. Simulating urban flow and dispersion in Beijing by coupling a CFD model with the WRF model
- Author
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Shu Wang, Shuhua Liu, Bicheng Chen, Shuyan Li, Yucong Miao, and Bihui Zhang
- Subjects
Atmospheric Science ,Meteorology ,Beijing ,business.industry ,Weather Research and Forecasting Model ,Flow (psychology) ,Airflow ,Mesoscale meteorology ,Environmental science ,Computational fluid dynamics ,business ,Pressure system ,Vortex - Abstract
The airflow and dispersion of a pollutant in a complex urban area of Beijing, China, were numerically examined by coupling a Computational Fluid Dynamics (CFD) model with a mesoscale weather model. The models used were Open Source Field Operation and Manipulation (OpenFOAM) software package and Weather Research and Forecasting (WRF) model. OpenFOAM was firstly validated against wind-tunnel experiment data. Then, the WRF model was integrated for 42 h starting from 0800 LST 08 September 2009, and the coupled model was used to compute the flow fields at 1000 LST and 1400 LST 09 September 2009. During the WRF-simulated period, a high pressure system was dominant over the Beijing area. The WRF-simulated local circulations were characterized by mountain valley winds, which matched well with observations. Results from the coupled model simulation demonstrated that the airflows around actual buildings were quite different from the ambient wind on the boundary provided by the WRF model, and the pollutant dispersion pattern was complicated under the influence of buildings. A higher concentration level of the pollutant near the surface was found in both the step-down and step-up notches, but the reason for this higher level in each configurations was different: in the former, it was caused by weaker vertical flow, while in the latter it was caused by a downward-shifted vortex. Overall, the results of this study suggest that the coupled WRF-OpenFOAM model is an important tool that can be used for studying and predicting urban flow and dispersions in densely built-up areas.
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- 2013
- Full Text
- View/download PDF
31. Simulating Flow and Dispersion by Using WRF-CFD Coupled Model in a Built-Up Area of Shenyang, China
- Author
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Bicheng Chen, Shuhua Liu, Hui Zheng, Shu Wang, Yucong Miao, and Yijia Zheng
- Subjects
Atmospheric Science ,Turbulent diffusion ,Meteorology ,Article Subject ,business.industry ,Planetary boundary layer ,Wind direction ,Computational fluid dynamics ,lcsh:QC851-999 ,Pollution ,Wind speed ,Geophysics ,Geography ,Weather Research and Forecasting Model ,lcsh:Meteorology. Climatology ,Boundary value problem ,Dispersion (water waves) ,business - Abstract
Results are presented from a series of numerical studies designed to investigate the atmospheric boundary layer structure, ambient wind, and pollutant source location and their impacts on the wind field and pollutant distribution within the built-up areas of Shenyang, China. Two models, namely, Open Source Field Operation and Manipulation (OpenFOAM) software package and Weather Research and Forecasting (WRF) model, are used in the present study. Then the high resolution computational fluid dynamics (CFD) numerical experiments were performed under the typical simulated atmospheric boundary conditions. It was found that the atmospheric boundary structure played a crucial role in the pollution within the building cluster, which determined the potential turbulent diffusion ability of the atmospheric surface layer; the change of the ambient wind direction can significantly affect the dispersion pattern of pollutants, which was a more sensitive factor than the ambient wind speed; under a given atmospheric state, the location of the pollution sources would dramatically determine the pollution patterns within built-up areas. The WRF-CFD numerical evaluation is a reliable method to understand the complicated flow and dispersion within built-up areas.
- Published
- 2015
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