Chongqing Institute of Green and Intelligent Technology , Chinese Academy of Sciences
Faculty
Xin Long
  • Associate Professor
  • Doctor
  • longxin@cigit.ac.cn
Resume

Profile

Xin Long is currently an associate researcher at the Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences (CIGIT) in Chongqing, China. He received his Ph.D. in the Institute of Earth Environment, Chinese Academy of Sciences in 2016. His research interests are in numerical simulation of air pollution, environmental big data analysis, and the impacts of anthropogenic activities on air quality.


Education

2013/092016/07:Ph.D., Institute of Earth Environment, Chinese Academy of Sciences.

2010/092013/07: S.M., Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences.

2006/092010/07: B.S., School of Resource and Environmental Sciences, Wuhan University


Professional experience

2012/03-present: Associate Researcher, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences

2019/01-2021/12: Research Assistant Professor, School of Environmental Science and Engineering, Southern University of Science and Technology

2016/08-2019/01: Post-doctoral research fellow, Institute of Earth Environment, Chinese Academy of Sciences


Research

Research grants

1. Simulation of the effects of artificial forest and ozone pollution on the net primary productivity in Eastern China

National Natural Science Foundation of China Youth Science Foundation Grant (基金委青年科学基金项目) (No. 41907191), 2020-2022, PI

2. Impacts of rapid urbanization on ozone pollution in the Guangdong-Hong Kong-Macao Greater Bay Area

Shenzhen Science and Technology Innovation Commission General Research Grant (深圳市科创委面上项目) (No. JCYJ20190809144601730), 2020-2023, PI

3. Simulation of construction dust pollution in the North China Plain

China Postdoctoral Science Foundation General Research Grant(中国博士后科学基金面上项目)(No. 2016M602886), 2016-2018, PI

4. Impacts of Three Northern Regions Shelter Forest on the haze pollution in Beijing

Fundamental Research Funds for the Central Universities from Joint Center for Global Change Studies(中央高校基本科研业务专项基金, 全球变化与中国绿色发展协同创新中心), 2017-2018, PI


Publications

Luo, Z., Han, Y., Hua, K., Zhang, Y., Wu, J., Bi, X., Dai, Q., Liu, B., Chen, Y., Long, X., and Feng, Y.: The effect of emission source chemical profiles on simulated PM2.5 components: sensitivity analysis with the Community Multiscale Air Quality (CMAQ) modeling system version 5.0.2, Geosci. Model Dev., 2023, 16, 6757–6771, https://doi.org/10.5194/gmd-16-6757-2023,.

Tian, Y.; Wang, Y.; Han, Y.; Che, H.; Qi, X.; Xu, Y.; Chen, Y.; Long, X*; Wei, C. Spatiotemporal Characteristics of Ozone Pollution and Resultant Increased Human Health Risks in Central China. Atmosphere, 2023, 14, 1591. https://doi.org/10.3390/atmos14101591

Long, X.; Fu, T.-M.; Yang, X.; Tang, Y.; Zheng, Y.; Zhu, L.; Shen, H.; Ye, J.; Wang, C.; Wang, T.; Li, B., Efficient Atmospheric Transport of Microplastics over Asia and Adjacent Oceans. Environmental science & technology 2022, 56, (10), 6243-6252.

Li J., Hao X., Liao,H., Yue X., Li H., Long X., Li,N. Predominant type of dust storms that influence air quality over northern China and future projections, Earth’s Future, 10, e2022EF002649, 2022, https://doi.org/10.1029/2022EF002649.

Liu, K.; Li, X.; Long, X.,* Trends in groundwater changes driven by precipitation and anthropogenic activities on the southeast side of the Hu Line. Environmental Research Letters 2021, 16, (9).

Feng, T.; Zhao, S.; Liu, L.; Long, X.; Gao, C.; Wu, N., Nitrous acid emission from soil bacteria and related environmental effect over the North China Plain. Chemosphere 2022, 287.

Zhang, X.; Liu, K.; Wang, S.; Long, X.; Li, X., A Rapid Model (COV_PSDI) for Winter Wheat Mapping in Fallow Rotation Area Using MODIS NDVI Time-Series Satellite Observations: The Case of the Heilonggang Region. Remote Sensing 2021, 13, (23)

Zhang, X.; Feng, T.; Zhao, S.; Yang, G.; Zhang, Q.; Qin, G.; Liu, L.; Long, X.; Sun, W.; Gao, C.; Li, G., Elucidating the impacts of rapid urban expansion on air quality in the Yangtze River Delta, China. Science of the Total Environment 2021, 799.

Li, N.; Tang, K.; Wang, Y.; Wang, J.; Feng, W.; Zhang, H.; Liao, H.; Hu, J.; Long, X.; Shi, C.; Su, X., Is the efficacy of satellite-based inversion of SO2 emission model-dependent? Environmental Research Letters 2021, 16, (3).

Cui, M.; An, X.; Xing, L.; Li, G.; Tang, G.; He, J.; Long, X.; Zhao, S., Simulated Sensitivity of Ozone Generation to Precursors in Beijing during a High O-3 Episode. Advances in Atmospheric Sciences 2021, 38, (7), 1223-1237.

Li, X.; Seth, A.; Zhang, C.; Feng, R.; Long, X.; Li, W.; Liu, K., Evaluation of WRF-CMAQ simulated climatological mean and extremes of fine particulate matter of the United States and its correlation with climate extremes. Atmospheric Environment 2020, 222.

Shu, L.; Zhu, L.; Bak, J.; Zoogman, P.; Han, H.; Long, X.; Bai, B.; Liu, S.; Wang, D.; Sun, W.; Pu, D.; Chen, Y.; Li, X.; Sun, S.; Li, J.; Zuo, X.; Yang, X.; Fu, T.-M., Improved ozone simulation in East Asia via assimilating observations from the first geostationary air-quality monitoring satellite: Insights from an Observing System Simulation Experiment. Atmospheric Environment 2022, 274.

Long, X., Tie, X., Zhou, J., Dai, W., Li, X., Feng, T., Li, G., Cao, J., and An, Z., Impact of the Green Light Program on haze in the North China Plain, China, Atmos. Chem. Phys., 2019, 19, 11185–11197, https://doi.org/10.5194/acp-19-11185-2019.

Tie, X., Long, X., Li, G., Zhao, S., Cao, J., and Xu, J., Ozone enhancement due to the photodissociation of nitrous acid in eastern China, Atmos. Chem. Phys., 2019, 19, 11267–11278, https://doi.org/10.5194/acp-19-11267-2019.

Li, X., Seth, A., Zhang, C., Feng, R., Long, X., Li, W., and Liu, K. Evaluation of WRF-CMAQ Simulated Climatological Mean and Extremes of Fine Particulate Matter of the United States and Its Correlation with Climate Extremes. Atmos. Environ., 2020, Vol.222.

Wang, R., Tie, X., Li, G., Zhao, S., Long, X., Johansson, L., & An, Z. Effect of ship emissions on O3 in the Yangtze River Delta region of China: Analysis of WRF-Chem modeling. Sci. Total. Environ, 2019. 683, 360-370.

Wang, Q., Han, Y., Ye, J., Liu, S., Pongpiachan, S., Zhang, N., Han, Y., Tian, J., Wu, C., Long, X., Zhang, Q., Zhang, W., Zhao, Z., and Cao, J., High Contribution of Secondary Brown Carbon to Aerosol Light Absorption in the Southeastern 'yes';; ;">Geophys. Res. Lett., 2019, 46.9 : 4962-970.

Tian, J., Wang, Q., Ni, H., Wang, M., Zhou, Y., Han, Y., Shen, Z., Pongpiachan, S., Zhang, N., Zhao, Z., Zhang Q., Zhang Y., Long X., Cao J., Emission characteristics of primary brown carbon absorption from biomass and coal burning: Development of an optical emission inventory for China. Journal of Geophys. Res.: Atmos.. 2019.

Zhao, S., Feng, T., Tie, X., Dai, W., Zhou, J., Long, X., Li, G., Cao, J., Shortterm weather patterns modulate air quality in Eastern China during 20152016 winter. Journal of Geophys. Res.: Atmos.. 2019.

Zhao, S., Feng, T., Tie, X., Dai, W., Zhou, J., Long, X., Li, G., Cao, J., Shortterm weather patterns modulate air quality in Eastern China during 20152016 winter. Journal of Geophys. Res.: Atmos.. 2018.

Xu, R., Tie, X., Li, G., Zhao, S., Cao, J., Feng, T., Long, X., Effect of biomass burning on black carbon (BC) in South Asia and Tibetan Plateau: The analysis of WRF-Chem modeling. Sci. Total. Environ. 2018. 645, 901-912.

Tian, J., Ni, H., Han, Y., Shen, Z., Wang, Q., Long, X., Zhang, Y., Cao, J., Primary PM2.5 and trace gas emissions from residential coal combustion: assessing semi-coke briquette for emission reduction in the Beijing-Tianjin-Hebei region, China. Atmos. Environ. 2018. 191, 378-386.

Long, X., Tie, X., Li, G., Cao, J., Feng, T., Zhao, S., Xing, L., An, Z., 2018. Effect of ecological restoration programs on dust concentrations in the North China Plain: a case study. Atmos. Chem. Phys. 18.

Long, X., Bei, N., Wu, J., Li, X., Tian, F., Li, X., Zhao, S., Cao, J., Tie, X., An, Z., Does afforestation deteriorate haze pollution in Beijing–Tianjin–Hebei (BTH), China? Atmos. Chem. Phys. 2018. 18, 10869.

Li, N., Lu, Y., Liao, H., He, Q., Li, J., Long, X., WRF-Chem modeling of particulate matter in the Yangtze River Delta region: Source apportionment and its sensitivity to emission changes. PloS one 2018. 13, e0208944.

Zhao, Z., Wang, Q., Xu, B., Shen, Z., Huang, R., Zhu, C., Su, X., Zhao, S., Long, X., Liu, S., Black carbon aerosol and its radiative impact at a highaltitude remote site on the southeastern Tibet Plateau. Journal of Geophys. Res.: Atmos. 2017. 122, 5515-5530.

Zhao, S., Tie, X., Long, X., Cao, J., Impacts of Himalayas on black carbon over the Tibetan Plateau during summer monsoon. Sci. Total. Environ. 2017. 598, 307-318.

Su, X., Tie, X., Li, G., Cao, J., Huang, R., Feng, T., Long, X., Xu, R., Effect of hydrolysis of N 2 O 5 on nitrate and ammonium formation in Beijing China: WRF-Chem model simulation. Sci. Total. Environ. 2017. 579, 221-229.

Ni, H., Tian, J., Wang, X., Wang, Q., Han, Y., Cao, J., Long, X., Chen, L.-W.A., Chow, J.C., Watson, J.G., PM2. 5 emissions and source profiles from open burning of crop residues. Sci. Total. Environ. 2017. 169, 229-237.

Li, G., Bei, N., Cao, J., Wu, J., Long, X., Feng, T., Dai, W., Liu, S., Zhang, Q., Tie, X., Widespread and persistent ozone pollution in eastern China during the non-winter season of 2015: observations and source attributions. Atmos. Chem. Phys. 2017. 17.

Bei, N., Wu, J., Elser, M., Tian, F., Cao, J., El-Haddad, I., Li, X., Huang, R., Li, Z., Long, X., Impacts of meteorological uncertainties on the haze formation in Beijing–Tianjin–Hebei (BTH) during wintertime: a case study. Atmos. Chem. Phys. 2017. 17, 14579.

Xu, H., Ho, S.S.H., Gao, M., Cao, J., Guinot, B., Ho, K.F., Long, X., Wang, J., Shen, Z., Liu, S., Microscale spatial distribution and health assessment of PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) at nine communities in Xi'an, China. Environ. Pollut. 2016. 218, 1065-1073.

Tie, X., Huang, R.-J., Dai, W., Cao, J., Long, X., Su, X., Zhao, S., Wang, Q., Li, G., Effect of heavy haze and aerosol pollution on rice and wheat productions in China. Sci. Rep. 2016. 6, 29612.

Long, X., Tie, X., Cao, J., Huang, R., Feng, T., Li, N., Zhao, S., Tian, J., Li, G., Zhang, Q., 2016. Impact of crop field burning and mountains on heavy haze in the North China Plain: a case study. Atmos. Chem. Phys. 16.

Long, X., Li, N., Tie, X., Cao, J., Zhao, S., Huang, R., Zhao, M., Li, G., Feng, T., 2016. Urban dust in the Guanzhong Basin of China, part I: A regional distribution of dust sources retrieved using satellite data. Sci. Total. Environ. 541, 1603-1613.

Li, N., Long, X., Tie, X., Cao, J., Huang, R., Zhang, R., Feng, T., Liu, S., Li, G., 2016. Urban dust in the Guanzhong basin of China, part II: A case study of urban dust pollution using the WRF-Dust model. Sci. Total. Environ. 541, 1614-1624.

Yan, Y., Sun, Y., Ma, L., Long, X., 2015. A multidisciplinary approach to trace Asian dust storms from source to sink. Atmos. Environ. 105, 43-52.

Zhao, S., Tie, X., Cao, J., Li, N., Li, G., Zhang, Q., Zhu, C., Long, X., Li, J., Feng, T., 2015. Seasonal variation and four-year trend of black carbon in the Mid-west China: the analysis of the ambient measurement and WRF-Chem modeling. Atmos. Environ. 123, 430-439.


Books

Tie, X., Long, X., Dai, W., Brasseur, G.P., 2017. Surface PM2.5, Satellite Distribution of Atmospheric Optical Depth and Related Effects on Crop Production in China[M]. Air Pollution in Eastern Asia: An Integrated Perspective. Springer, pp. 479-488.


Conference paper

Long, X., Li, J., Liu, Q., 2013. Vegetation index compositing with AVHRR, MODIS and FY3 VIRR. Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International. IEEE, pp. 4348-4351.

Research Fields
 
Social Employment
 
Awards and Honors
Long, X., Li, J., Liu, Q., 2013. Vegetation index compositing with AVHRR, MODIS and FY3 VIRR. Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International. IEEE, pp. 4348-4351.

 

Representative Papers

Luo, Z., Han, Y., Hua, K., Zhang, Y., Wu, J., Bi, X., Dai, Q., Liu, B., Chen, Y., Long, X., and Feng, Y.: The effect of emission source chemical profiles on simulated PM2.5 components: sensitivity analysis with the Community Multiscale Air Quality (CMAQ) modeling system version 5.0.2, Geosci. Model Dev., 2023, 16, 6757–6771, https://doi.org/10.5194/gmd-16-6757-2023,.

Tian, Y.; Wang, Y.; Han, Y.; Che, H.; Qi, X.; Xu, Y.; Chen, Y.; Long, X*; Wei, C. Spatiotemporal Characteristics of Ozone Pollution and Resultant Increased Human Health Risks in Central China. Atmosphere, 2023, 14, 1591. https://doi.org/10.3390/atmos14101591

Long, X.; Fu, T.-M.; Yang, X.; Tang, Y.; Zheng, Y.; Zhu, L.; Shen, H.; Ye, J.; Wang, C.; Wang, T.; Li, B., Efficient Atmospheric Transport of Microplastics over Asia and Adjacent Oceans. Environmental science & technology 2022, 56, (10), 6243-6252.

Li J., Hao X., Liao,H., Yue X., Li H., Long X., Li,N. Predominant type of dust storms that influence air quality over northern China and future projections, Earth’s Future, 10, e2022EF002649, 2022, https://doi.org/10.1029/2022EF002649.

Liu, K.; Li, X.; Long, X.,* Trends in groundwater changes driven by precipitation and anthropogenic activities on the southeast side of the Hu Line. Environmental Research Letters 2021, 16, (9).

Feng, T.; Zhao, S.; Liu, L.; Long, X.; Gao, C.; Wu, N., Nitrous acid emission from soil bacteria and related environmental effect over the North China Plain. Chemosphere 2022, 287.

Zhang, X.; Liu, K.; Wang, S.; Long, X.; Li, X., A Rapid Model (COV_PSDI) for Winter Wheat Mapping in Fallow Rotation Area Using MODIS NDVI Time-Series Satellite Observations: The Case of the Heilonggang Region. Remote Sensing 2021, 13, (23)

Zhang, X.; Feng, T.; Zhao, S.; Yang, G.; Zhang, Q.; Qin, G.; Liu, L.; Long, X.; Sun, W.; Gao, C.; Li, G., Elucidating the impacts of rapid urban expansion on air quality in the Yangtze River Delta, China. Science of the Total Environment 2021, 799.

Li, N.; Tang, K.; Wang, Y.; Wang, J.; Feng, W.; Zhang, H.; Liao, H.; Hu, J.; Long, X.; Shi, C.; Su, X., Is the efficacy of satellite-based inversion of SO2 emission model-dependent? Environmental Research Letters 2021, 16, (3).

Cui, M.; An, X.; Xing, L.; Li, G.; Tang, G.; He, J.; Long, X.; Zhao, S., Simulated Sensitivity of Ozone Generation to Precursors in Beijing during a High O-3 Episode. Advances in Atmospheric Sciences 2021, 38, (7), 1223-1237.

Li, X.; Seth, A.; Zhang, C.; Feng, R.; Long, X.; Li, W.; Liu, K., Evaluation of WRF-CMAQ simulated climatological mean and extremes of fine particulate matter of the United States and its correlation with climate extremes. Atmospheric Environment 2020, 222.

Shu, L.; Zhu, L.; Bak, J.; Zoogman, P.; Han, H.; Long, X.; Bai, B.; Liu, S.; Wang, D.; Sun, W.; Pu, D.; Chen, Y.; Li, X.; Sun, S.; Li, J.; Zuo, X.; Yang, X.; Fu, T.-M., Improved ozone simulation in East Asia via assimilating observations from the first geostationary air-quality monitoring satellite: Insights from an Observing System Simulation Experiment. Atmospheric Environment 2022, 274.

Long, X., Tie, X., Zhou, J., Dai, W., Li, X., Feng, T., Li, G., Cao, J., and An, Z., Impact of the Green Light Program on haze in the North China Plain, China, Atmos. Chem. Phys., 2019, 19, 11185–11197, https://doi.org/10.5194/acp-19-11185-2019.

Tie, X., Long, X., Li, G., Zhao, S., Cao, J., and Xu, J., Ozone enhancement due to the photodissociation of nitrous acid in eastern China, Atmos. Chem. Phys., 2019, 19, 11267–11278, https://doi.org/10.5194/acp-19-11267-2019.

Li, X., Seth, A., Zhang, C., Feng, R., Long, X., Li, W., and Liu, K. Evaluation of WRF-CMAQ Simulated Climatological Mean and Extremes of Fine Particulate Matter of the United States and Its Correlation with Climate Extremes. Atmos. Environ., 2020, Vol.222.

Wang, R., Tie, X., Li, G., Zhao, S., Long, X., Johansson, L., & An, Z. Effect of ship emissions on O3 in the Yangtze River Delta region of China: Analysis of WRF-Chem modeling. Sci. Total. Environ, 2019. 683, 360-370.

Wang, Q., Han, Y., Ye, J., Liu, S., Pongpiachan, S., Zhang, N., Han, Y., Tian, J., Wu, C., Long, X., Zhang, Q., Zhang, W., Zhao, Z., and Cao, J., High Contribution of Secondary Brown Carbon to Aerosol Light Absorption in the Southeastern 'yes';; ;">Geophys. Res. Lett., 2019, 46.9 : 4962-970.

Tian, J., Wang, Q., Ni, H., Wang, M., Zhou, Y., Han, Y., Shen, Z., Pongpiachan, S., Zhang, N., Zhao, Z., Zhang Q., Zhang Y., Long X., Cao J., Emission characteristics of primary brown carbon absorption from biomass and coal burning: Development of an optical emission inventory for China. Journal of Geophys. Res.: Atmos.. 2019.

Zhao, S., Feng, T., Tie, X., Dai, W., Zhou, J., Long, X., Li, G., Cao, J., Shortterm weather patterns modulate air quality in Eastern China during 20152016 winter. Journal of Geophys. Res.: Atmos.. 2019.

Zhao, S., Feng, T., Tie, X., Dai, W., Zhou, J., Long, X., Li, G., Cao, J., Shortterm weather patterns modulate air quality in Eastern China during 20152016 winter. Journal of Geophys. Res.: Atmos.. 2018.

Xu, R., Tie, X., Li, G., Zhao, S., Cao, J., Feng, T., Long, X., Effect of biomass burning on black carbon (BC) in South Asia and Tibetan Plateau: The analysis of WRF-Chem modeling. Sci. Total. Environ. 2018. 645, 901-912.

Tian, J., Ni, H., Han, Y., Shen, Z., Wang, Q., Long, X., Zhang, Y., Cao, J., Primary PM2.5 and trace gas emissions from residential coal combustion: assessing semi-coke briquette for emission reduction in the Beijing-Tianjin-Hebei region, China. Atmos. Environ. 2018. 191, 378-386.

Long, X., Tie, X., Li, G., Cao, J., Feng, T., Zhao, S., Xing, L., An, Z., 2018. Effect of ecological restoration programs on dust concentrations in the North China Plain: a case study. Atmos. Chem. Phys. 18.

Long, X., Bei, N., Wu, J., Li, X., Tian, F., Li, X., Zhao, S., Cao, J., Tie, X., An, Z., Does afforestation deteriorate haze pollution in Beijing–Tianjin–Hebei (BTH), China? Atmos. Chem. Phys. 2018. 18, 10869.

Li, N., Lu, Y., Liao, H., He, Q., Li, J., Long, X., WRF-Chem modeling of particulate matter in the Yangtze River Delta region: Source apportionment and its sensitivity to emission changes. PloS one 2018. 13, e0208944.

Zhao, Z., Wang, Q., Xu, B., Shen, Z., Huang, R., Zhu, C., Su, X., Zhao, S., Long, X., Liu, S., Black carbon aerosol and its radiative impact at a highaltitude remote site on the southeastern Tibet Plateau. Journal of Geophys. Res.: Atmos. 2017. 122, 5515-5530.

Zhao, S., Tie, X., Long, X., Cao, J., Impacts of Himalayas on black carbon over the Tibetan Plateau during summer monsoon. Sci. Total. Environ. 2017. 598, 307-318.

Su, X., Tie, X., Li, G., Cao, J., Huang, R., Feng, T., Long, X., Xu, R., Effect of hydrolysis of N 2 O 5 on nitrate and ammonium formation in Beijing China: WRF-Chem model simulation. Sci. Total. Environ. 2017. 579, 221-229.

Ni, H., Tian, J., Wang, X., Wang, Q., Han, Y., Cao, J., Long, X., Chen, L.-W.A., Chow, J.C., Watson, J.G., PM2. 5 emissions and source profiles from open burning of crop residues. Sci. Total. Environ. 2017. 169, 229-237.

Li, G., Bei, N., Cao, J., Wu, J., Long, X., Feng, T., Dai, W., Liu, S., Zhang, Q., Tie, X., Widespread and persistent ozone pollution in eastern China during the non-winter season of 2015: observations and source attributions. Atmos. Chem. Phys. 2017. 17.

Bei, N., Wu, J., Elser, M., Tian, F., Cao, J., El-Haddad, I., Li, X., Huang, R., Li, Z., Long, X., Impacts of meteorological uncertainties on the haze formation in Beijing–Tianjin–Hebei (BTH) during wintertime: a case study. Atmos. Chem. Phys. 2017. 17, 14579.

Xu, H., Ho, S.S.H., Gao, M., Cao, J., Guinot, B., Ho, K.F., Long, X., Wang, J., Shen, Z., Liu, S., Microscale spatial distribution and health assessment of PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) at nine communities in Xi'an, China. Environ. Pollut. 2016. 218, 1065-1073.

Tie, X., Huang, R.-J., Dai, W., Cao, J., Long, X., Su, X., Zhao, S., Wang, Q., Li, G., Effect of heavy haze and aerosol pollution on rice and wheat productions in China. Sci. Rep. 2016. 6, 29612.

Long, X., Tie, X., Cao, J., Huang, R., Feng, T., Li, N., Zhao, S., Tian, J., Li, G., Zhang, Q., 2016. Impact of crop field burning and mountains on heavy haze in the North China Plain: a case study. Atmos. Chem. Phys. 16.

Long, X., Li, N., Tie, X., Cao, J., Zhao, S., Huang, R., Zhao, M., Li, G., Feng, T., 2016. Urban dust in the Guanzhong Basin of China, part I: A regional distribution of dust sources retrieved using satellite data. Sci. Total. Environ. 541, 1603-1613.

Li, N., Long, X., Tie, X., Cao, J., Huang, R., Zhang, R., Feng, T., Liu, S., Li, G., 2016. Urban dust in the Guanzhong basin of China, part II: A case study of urban dust pollution using the WRF-Dust model. Sci. Total. Environ. 541, 1614-1624.

Yan, Y., Sun, Y., Ma, L., Long, X., 2015. A multidisciplinary approach to trace Asian dust storms from source to sink. Atmos. Environ. 105, 43-52.

Zhao, S., Tie, X., Cao, J., Li, N., Li, G., Zhang, Q., Zhu, C., Long, X., Li, J., Feng, T., 2015. Seasonal variation and four-year trend of black carbon in the Mid-west China: the analysis of the ambient measurement and WRF-Chem modeling. Atmos. Environ. 123, 430-439.

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