Aerosol optical properties and radiative effects: Assessment of urban aerosols in central China using 10-year observations

Abstract Poor air quality episodes are common in central China. Here, based on 10 years of ground-based sun-photometric observations, aerosol optical and radiative forcing characteristics were analyzed in Wuhan, the biggest metropolis in central China. Aerosol optical depth (AOD) in the last decade declined significantly, while the Angstrom exponent (AE) showed slight growth. Single scattering albedo (SSA) at 440 nm reached the lowest value (0.87) in winter and highest value (0.93) in summer. Aerosol parameters derived from sun-photometric observations were used as input in a radiative transfer model to calculate aerosol radiative forcing (ARF) on the surface in ultraviolet (UV), visible (VIS), near-infrared (NIR), and shortwave (SW) spectra. ARFSW sustained decreases (the absolute values) over the last 10 years. In terms of seasonal variability, due to the increases in multiple scattering effects and attenuation of the transmitted radiation as AOD increased, ARF in summer displayed the largest value (−73.94 W/m2). After eliminating the influence of aerosol loading, the maximum aerosol radiative forcing efficiency in SW range (ARFESW) achieved a value of −64.5 W/m2/AOD in April. The ARFE change in each sub-interval spectrum was related to the change in SSA and effective radius of fine mode particles (Refff), that is, ARFE increased with the decreases in SSA and Refff. The smallest contribution of ARFENIR to ARFESW was 34.11% under strong absorbing and fine particle conditions, and opposite results were found for the VIS range, whose values were always over 51.82%. Finally, due to the serious air pollution and frequency of haze day, aerosol characteristics in haze and clear days were analyzed. The percentage of ARFENIR increased from 35.71% on clear-air days to 37.63% during haze periods, while both the percentage of ARFEUV and ARFENIR in ARFESW kept decreasing. The results of this paper should help us to better understand the effect of aerosols on solar spectral radiation and to develop improved the aerosol models over central China.

[1]  Bernhard Mayer,et al.  Atmospheric Chemistry and Physics Technical Note: the Libradtran Software Package for Radiative Transfer Calculations – Description and Examples of Use , 2022 .

[2]  V. Vinoj,et al.  Radiative effects of aerosols at an urban location in southern India: Observations versus model , 2010 .

[3]  Zhi Neng Fu,et al.  Developing Two-Oriented Energy to Build Two-Oriented Society Based on the Construction of Wuhan City Circle , 2012 .

[4]  Ramesh P. Singh,et al.  Optical Properties of Fine/Coarse Mode Aerosol Mixtures , 2010 .

[5]  K. Mccree Test of current definitions of photosynthetically active radiation against leaf photosynthesis data , 1972 .

[6]  Yanfen Lin,et al.  Typical Types and Formation Mechanisms of Haze in an Eastern Asia Megacity, Shanghai , 2011 .

[7]  Xiangao Xia,et al.  Aerosol optical properties based on ground measurements over the Chinese Yangtze Delta Region , 2010 .

[8]  Lucas Alados-Arboledas,et al.  Aerosol radiative forcing during African desert dust events (2005–2010) over Southeastern Spain , 2012 .

[9]  Brent N. Holben,et al.  Characteristics of aerosol types from AERONET sunphotometer measurements , 2010 .

[10]  Qifan Liu,et al.  Characterization of submicron aerosols during a month of serious pollution in Beijing, 2013 , 2014 .

[11]  T. Eck,et al.  Accuracy assessments of aerosol optical properties retrieved from Aerosol Robotic Network (AERONET) Sun and sky radiance measurements , 2000 .

[12]  Jiangping Huang,et al.  Surface measurements of aerosol properties over northwest China during ARM China 2008 deployment , 2010 .

[13]  J. Hansen,et al.  Radiative forcing and climate response , 1997 .

[14]  Wei Gong,et al.  Transmission and division of total optical depth method: A universal calibration method for Sun photometric measurements , 2016 .

[15]  Liangfu Chen,et al.  Satellite observation of regional haze pollution over the North China Plain , 2012 .

[16]  W. Peng Remote sensing estimation of aerosol composition and radiative effects in haze days , 2013 .

[17]  Yang Li,et al.  Horizontal visibility trends in China 1981–2005 , 2007 .

[18]  R. Piacentini,et al.  Daily UV radiation modeling with the usage of statistical correlations and artificial neural networks , 2011 .

[19]  Arve Kylling,et al.  The libRadtran software package for radiative transfer calculations (version 2.0.1) , 2015 .

[20]  D. Meloni,et al.  Large atmospheric shortwave radiative forcing by Mediterranean aerosols derived from simultaneous ground‐based and spaceborne observations and dependence on the aerosol type and single scattering albedo , 2010 .

[21]  Matthew E. Kahn,et al.  The Evolving Geography of China's Industrial Production: Implications for Pollution Dynamics and Urban Quality of Life , 2013 .

[22]  Alex English,et al.  China's response to the air pollution shock , 2014 .

[23]  Alexander Smirnov,et al.  Characterization of the optical properties of biomass burning aerosols in Zambia during the 1997 ZIBBEE field campaign , 2001 .

[24]  Gan Zhang,et al.  Seasonal variations and chemical characteristics of PM(2.5) in Wuhan, central China. , 2015, The Science of the total environment.

[25]  D. Ji,et al.  Aerosol physicochemical properties and implications for visibility during an intense haze episode during winter in Beijing , 2014 .

[26]  Knut Stamnes,et al.  General Purpose Fortran Program for Discrete-Ordinate-Method Radiative Transfer in Scattering and Emitting Layered Media: An Update of DISORT , 2000 .

[27]  G. Kang,et al.  Rotavirus Seasonality and Age Effects in a Birth Cohort Study of Southern India , 2013, PloS one.

[28]  T. Eck,et al.  An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET , 2001 .

[29]  J. Coakley,et al.  Climate Forcing by Anthropogenic Aerosols , 1992, Science.

[30]  Xiangao Xia,et al.  Ground-based remote sensing of aerosol climatology in China: Aerosol optical properties, direct radiative effect and its parameterization , 2016 .

[31]  Y. Q. Wang,et al.  Atmospheric aerosol compositions in China: Spatial/temporal variability, chemical signature, regional haze distribution and comparisons with global aerosols , 2011 .

[32]  W. Gong,et al.  Characteristics of Fine Particles in an Urban Atmosphere—Relationships with Meteorological Parameters and Trace Gases , 2016, International journal of environmental research and public health.

[33]  Xiangao Xia,et al.  A compilation of aerosol optical properties and calculation of direct radiative forcing over an urban region in northern China , 2007 .

[34]  Xiangao Xia,et al.  Aerosol optical properties and their radiative effects in northern China , 2007 .

[35]  Wengang Zhang,et al.  Comparison of atmospheric profiles between microwave radiometer retrievals and radiosonde soundings , 2015 .

[36]  B. N. Holben,et al.  Investigating the aerosol optical and radiative characteristics of heavy haze episodes in Beijing during January of 2013 , 2014 .

[37]  Min Shao,et al.  Emission inventory of carbonaceous pollutants from biomass burning in the Pearl River Delta Region, China , 2013 .

[38]  Tingyu Zhu,et al.  Haze insights and mitigation in China: an overview. , 2014, Journal of environmental sciences.

[39]  Wei Chen,et al.  Urban air quality evaluations under two versions of the national ambient air quality standards of China , 2016 .

[40]  M. Freitas,et al.  The Aethalometer calibration and determination of iron concentration in dust aerosols , 2006 .

[41]  P. Goloub,et al.  Instrument calibration and aerosol optical depth validation of the China Aerosol Remote Sensing Network , 2009 .

[42]  A. Smirnov,et al.  AERONET-a federated instrument network and data archive for aerosol Characterization , 1998 .

[43]  Short wave Aerosol Radiative Forcing estimates over a semi urban coastal environment in south-east India and validation with surface flux measurements , 2016 .

[44]  Jane Liu,et al.  Optical properties and radiative forcing of urban aerosols in Nanjing, China , 2014 .

[45]  Xiangao Xia,et al.  Column-integrated aerosol optical properties and direct radiative forcing based on sun photometer measurements at a semi-arid rural site in Northeast China , 2015 .

[46]  Ji Zhou,et al.  How well have China's recent five-year plans been implemented for energy conservation and air pollution control? , 2014, Environmental science & technology.

[47]  Patrick Minnis,et al.  Long-range transport and vertical structure of Asian dust from CALIPSO and surface measurements during PACDEX , 2008 .

[48]  Wen-Min Lu,et al.  A closer look at the economic-environmental disparities for regional development in China , 2007, Eur. J. Oper. Res..

[49]  Wei Gong,et al.  Aerosol Optical Properties and Determination of Aerosol Size Distribution in Wuhan, China , 2014 .

[50]  C. Chung Aerosol Direct Radiative Forcing: A Review , 2012 .

[51]  Andrew Sturman,et al.  The global distribution of mineral dust and its impacts on the climate system: A review , 2014 .

[52]  Wei Gong,et al.  Aerosol radiative effect in UV, VIS, NIR, and SW spectra under haze and high-humidity urban conditions , 2017 .

[53]  Bin Zhou,et al.  Intense secondary aerosol formation due to strong atmospheric photochemical reactions in summer: observations at a rural site in eastern Yangtze River Delta of China. , 2016, The Science of the total environment.

[54]  K. Stamnes,et al.  Numerically stable algorithm for discrete-ordinate-method radiative transfer in multiple scattering and emitting layered media. , 1988, Applied optics.

[55]  T. Eck,et al.  An analysis of AERONET aerosol absorption properties and classifications representative of aerosol source regions , 2012 .

[56]  Renjian Zhang,et al.  Characterization and source apportionment of aerosol light extinction in Chengdu, southwest China , 2014 .

[57]  Xiangao Xia,et al.  Climatological aspects of aerosol optical properties in North China Plain based on ground and satellite remote-sensing data , 2013 .

[58]  A. J. Miller,et al.  Factors affecting the detection of trends: Statistical considerations and applications to environmental data , 1998 .

[59]  Zhenzhu Wang,et al.  Seasonal characteristics of aerosol optical properties at the SKYNET Hefei site (31.90°N, 117.17°E) from 2007 to 2013 , 2014 .

[60]  X. Tie,et al.  Physicochemical characteristics of black carbon aerosol and its radiative impact in a polluted urban area of China , 2016 .

[61]  Wei Gong,et al.  Measurement and estimation of photosynthetically active radiation from 1961 to 2011 in Central China , 2013 .

[62]  Alexander Smirnov,et al.  Cloud-Screening and Quality Control Algorithms for the AERONET Database , 2000 .

[63]  Zhibao Dong,et al.  Modern dust storms in China: an overview , 2004 .

[64]  J. Roger,et al.  Shortwave radiative forcing and efficiency of key aerosol types using AERONET data , 2011 .

[65]  Lunche Wang,et al.  Long-term observations of aerosol optical properties at Wuhan, an urban site in Central China , 2015 .

[66]  Bin Zhu,et al.  Seasonal variation of columnar aerosol optical properties and radiative forcing over Beijing, China , 2017 .

[67]  Jun Li,et al.  Inversion of the haze aerosol sky columnar AVSD in central China by combining multiple ground observation equipment. , 2016, Optics express.

[68]  Tingting Han,et al.  Aerosol hygroscopicity and its impact on atmospheric visibility and radiative forcing in Guangzhou during the 2006 PRIDE-PRD campaign , 2012 .

[69]  Maria João Costa,et al.  Aerosol radiative effects in the ultraviolet, visible, and near-infrared spectral ranges using long-term aerosol data series over the Iberian Peninsula , 2014 .

[70]  Jiming Hao,et al.  Effectiveness of national air pollution control policies on the air quality in metropolitan areas of China. , 2014, Journal of environmental sciences.

[71]  Olga V. Kalashnikova,et al.  Application of satellite and ground-based data to investigate the UV radiative effects of Australian aerosols , 2007 .

[72]  Patrick Minnis,et al.  Satellite‐based assessment of possible dust aerosols semi‐direct effect on cloud water path over East Asia , 2006 .

[73]  Philip B. Russell,et al.  Aerosol properties and radiative effects in the United States East Coast haze plume: An overview of the Tropospheric Aerosol Radiative Forcing Observational Experiment (TARFOX) , 1999 .

[74]  Chun Zhao,et al.  Direct Radiative Effect by Multicomponent Aerosol over China , 2015 .

[75]  Michael D. King,et al.  A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements , 2000 .