A list of recent publications related to ABaCAS applications

1. Jinying Li, Youzhi Dai, Yun Zhu, Xiangbo Tang, Shuxiao Wang, Jia Xing, Bin Zhao, Shaojia Fan, Shicheng Long, Tingting Fang.(2022) Improvements of response surface modeling with self-adaptive machine learning method for PM2.5 and O3 predictions. Journal of Environmental Management,Volume 303,2022,114210.

2. Jia Xing, Shuxin Zheng, Siwei Li, Lin Huang, Xiaochun Wang, James T. Kelly, Shuxiao Wang, Chang Liu, Carey Jang, Yun Zhu, Jia Zhang, Jiang Bian, Tie-Yan Liu, Jiming Hao.(2022) Mimicking atmospheric photochemical modeling with a deep neural network. Atmospheric Research, Volume 265, 2022, 105919.

3. Zhifang Li, Yun Zhu, Shuxiao Wang, Jia Xing, Bin Zhao, Shicheng Long, Minhui Li, Wenwei Yang, Ruolin Huang, Ying Chen.(2021) Source contribution analysis of PM2.5 using Response Surface Model and Particulate Source Apportionment Technology over the PRD region, China. Science of The Total Environment, 2021, 151757, ISSN 0048-9697

4. James T. Kelly, Carey Jang, Yun Zhu, Shicheng Long, Jia Xing, Shuxiao Wang, Benjamin N. Murphy, Havala O. T. Pye.(2021) Predicting the Nonlinear Response of PM2.5 and Ozone to Precursor Emission Changes with a Response Surface Model. Atmosphere Vol.12.

5. Tingting Fang, Yun Zhu, Shuxiao Wang, Jia Xing, Bin Zhao, Shaojia Fan, Minhui Li, Wenwei Yang, Ying Chen, Ruolin Huang.(2021) Source impact and contribution analysis of ambient ozone using multi-modeling approaches over the pearl river delta region, China. Environmental Pollution 289(2021)117860.

6. Jiangbo Jin, Yun Zhu*, Jicheng Jang, Shuxiao Wang, Jia Xing, Pen-Chi Chiang, Shaojia Fan, Shicheng Long.(2021) Enhancement of the Polynomial Functions Response Surface Model for Real-Time Analyzing Ozone Sensitivity. Frontiers of Environmental Science & Engineering, 15(2), 31.

7. Ding D, Xing J, Wang S, Dong Z, Zhang F, Liu S, Hao J. (2021) Optimization of a NOx and VOC Cooperative Control Strategy Based on Clean Air Benefits. Environ Sci Technol. 2021 Dec 28.

8. Xing, J., Li, S., Jiang, Y., Wang, S., Ding, D., Dong, Z., Zhu, Y., and Hao, J.(2020) Quantifying the emission changes and associated air quality impacts during the COVID-19 pandemic on the North China Plain: a response modeling study. Atmos. Chem. Phys., 20, 14347–14359, 2020.

9. Xing J, Zheng S, Ding D, Kelly JT, Wang S, Li S, Qin T, Ma M, Dong Z, Jang C, Zhu Y, Zheng H, Ren L, Liu TY, Hao J.(2020) Deep Learning for Prediction of the Air Quality Response to Emission Changes. Environ Sci Technol. 2020 Jul 21;54(14):8589-8600.

10. Benjamin N. Murphy, Christopher G. Nolte, Fahim Sidi, Jesse O. Bash. K. Wyat Appel, Carey Jang, Daiwen Kang, James Kelly, Rohit Mathur, Sergey Napelenok, George Pouliot and Havala O. T. Pye.(2020) The Detailed Emissions Scaling, Isolation, and Diagnostic (DESID) module in the Community Multiscale Air Quality (CMAQ) ModelingSystem version 5.3. Geosci Model Dev Discuss. 2020;2020:1-28.

11. Jia Xing, Siwei Li*, Dian Ding, James T. Kelly, Shuxiao Wang*, Carey Jang, Yun Zhu and Jiming Hao.(2020) Data Assimilation of Ambient Concentrations of Multiple Air Pollutants Using an Emission-Concentration Response Modeling Framework. Atmosphere, 11, 1289.

12. Jia Xing, Xi Lu, Shuxiao Wang, Tong Wang, Dian Ding, Sha Yu, Drew Shindell, Yang Ou,Lidia Morawska, Siwei Li, Lu Ren, Yuqiang Zhang, Dan Loughlin, Haotian Zheng, Bin Zhao, Shuchang Liu, Kirk R. Smith, and Jiming Hao.(2020) The quest for improved air quality may push China to continue its CO2 reduction beyond the Paris Commitment. PNAS Latest Articles, 117(47), ‏29535-29542.

13. James T. Kelly*, Carey Jang, Brian Timin, Qian Di, Joel Schwartz, Yang Liu, Aaron van Donkelaar, Randall V. Martin, Veronica Berrocal, Michelle L. Bell.(2020) Examining PM2.5 concentrations and exposure using multiple models. Environmental Research, 2020, 110432.

14. Yuzhou Pan, Yun Zhu*, Jicheng Jang, Shuxiao Wang, Jia Xing, Pen-Chi Chiang, Xuetao Zhao, Zhiqiang You, Yingzhi Yuan.(2020) Source and Sectoral Contribution Analysis of PM2.5 Based on Efficient Response Surface Modeling Technique over Pearl River Delta Region of China. Science of the Total Environment, 737, 139655.

15. Tingting Fang, Yun Zhu*, Carey Jang, Shuxiao Wang, Jia Xing, Pen-Chi Chiang, Shaojia Fan, Zhiqiang You, Jinying Li.(2020) Real-time Source Contribution Analysis of Ambient Ozone Using an Enhanced Meta-Modeling Approach over the Pearl River Delta Region of China. Journal of Environmental Management, 268, 110650.

16. Jinying Huang, Yun Zhu, James T. Kelly, Carey Jang, Shuxiao Wang, Jia Xing, Pen-Chi Chiang, Shaojia Fan, Xuetao Zhao, Lian Yu.(2020) Large-scale optimization of multi-pollutant control strategies in the Pearl River Delta region of China using a genetic algorithm in machine learning. Science of the Total Environment, 722, 137701.

17. Fenfen Zhang, Jia Xing, Yang Zhou, Shuxiao Wang, Bin Zhao, Haotian Zheng, Xiao Zhao, Huanzhen Chang, Carey J.Jang, Yun Zhu, Jiming Hao.(2020) Estimation of abatement potentials and costs of air pollution emissions in China. Journal of Environmental Management, Vol.260, 110069.

18. Jia Xing, Dian Ding, Shuxiao Wang, Zhaoxin Dong, James T.Kelly, Carey J.Jang, Yun Zhu, Jiming Hao.(2019) Development and application of observable response indicators for design of an effective ozone and fine-particle pollution control strategy in China. Atmospheric Chemistry and Physics, 19, 13627-13646.

19. Jia Xing, Shuxiao Wang, Yun Zhu, Dian Ding, Shicheng Long, Haozhong Tian, Carey J.Jang, Jiming Hao.(2019) Development and Application of the Scientific Desicion Support Platform for Air Pollution Prevention and Control (in Chinese). Research of Environmental Sciences, Vol.32, No.10.

20. Dian Ding, Jia Xing, Shuxiao Wang, Kaiyun Liu, Jiming Hao.(2019) Estimated Contributions of Emissions Controls, Meteorological Factors, Population Growth, and Changes in Baseline Mortality to Reductions in Ambient PM2.5 and PM2.5-Related Mortality in China, 2013–2017. Environmental Health Perspectives, Vol.127, No.6.

21. Meifang Yu, Yun Zhu, Che-Jen Lin, Shuxiao Wang, Jia Xing, Carey J.Jang, Jizhang Huang, Jinying Huang, Jiangbo Jin, Lian Yu.(2019) Effects of air pollution control measures on air quality improvement in Guangzhou, China. Journal of Environmental Management, 244, 127-137.

22. Jia Xing, Fenfen Zhang, Yang Zhou, Shuxiao Wang, Dian Ding, Carey J.Jang, Yun Zhu, Jiming Hao.(2019) Least-cost control strategy optimization for air quality attainment of Beijing–Tianjin–Hebei region in China. Journal of Environmental Management, 245, 95-104.

23. Hui Xu, Yun Zhu, Long Wang, Che-Jen Lin, Carey J.Jang, Qin Zhou, Bin Yu, Shuxiao Wang, Jia Xing, Lian Yu.(2019) Source contribution analysis of mercury deposition using an enhanced CALPUFF-Hg in the central Pearl River Delta, China. Environmental Pollution, 250, 1032-1043.

24. James T.Kelly, Carey J.Jang, Brian Timin, Brett Gantt, Adam Reff, Yun Zhu, Shicheng Long, Adel Hanna.(2019) A system for developing and projecting PM2.5 spatial fields to correspond to just meeting national ambient air quality standards. Atmospheric Environment, 2, 100019.

25. Jiabin Li, Yun Zhu, James T.Kelly, Carey J.Jang, Shuxiao Wang, Adel Hannad, Jia Xing, Che-Jen Lin, Shicheng Long, Lian Yu.(2019) Health benefit assessment of PM2.5 reduction in Pearl River Delta region of China using a model-monitor data fusion approach. Journal of Environmental Management, 233, 489–498.

26. Jason D.Sacks, Jennifer M.Lloyd, Yun Zhu, Jim Anderton, Carey J.Jang, Bryan Hubbell, Neal Fann.(2018) The Environmental Benefits Mapping and Analysis Program-Community Edition (BenMAP-CE): A tool to estimate the health and economic benefits of reducing air pollution. Environmental Modelling & Software, 104, 118-129.

27. Jia Xing, Dian Ding, Shuxiao Wang, Bin Zhao, Carey J.Jang, Wenjing Wu, Fenfen Zhang, Yun Zhu, Jiming Hao.(2018) Quantification of the enhanced effectiveness of NOx control from simultaneous reductions of VOC and NH3 for reducing air pollution in the Beijing–Tianjin–Hebei region, China. Atmosphere Chemistry and Physics, 18(11), 7799–7814.

28. Jia Xing, Shuxiao Wang, Carey J.Jang, Yun Zhu, Bin Zhao, Dian Ding, Jiandong Wang, Lijian Zhao, Hongxing Xie, Jiming Hao.(2017) An Overview of the Air Pollution Control Cost–Benefit and Attainment Assessment System and Its Application in China. The Magazine for Environmental Managers.

29. Shicheng Long, Yun Zhu, Carey J.Jang, Che-Jen Lin, Shuxiao Wang, Bin Zhao, Jian Gao, Shuang Deng, Junping Xie, Xuezhen Qiu.(2016) A case study of development and application of a streamlined control and response modeling system for PM2.5 attainment assessment in China. Journal of Environmental Sciences, 41, 69-80.

30. Dian Ding, Yun Zhu, Carey J.Jang, Che-Jen Lin, Shuxiao Wang, Joshua S.Fu, Jian Gao, Shuang Deng, Junping Xie, Xuezhen Qiu.(2016) Evaluation of health benefit using BenMAP-CE with an integrated scheme of model and monitor data during Guangzhou Asian Games. Journal of Environmental Sciences, 42, 9-18.

31. Jiandong Wang, Shuxiao Wang, A. Scott Voorhees, Bin Zhao, Carey J.Jang, Jingkun Jiang, Joshua S.Fu, Dian Ding, Yun Zhu, Jiming Hao.(2015) Assessment of short-term PM2.5-related mortality due to different emission sources in the Yangtze River Delta, China. Atmospheric Environment, 123, 440-448.

32. Xuezhen Qiu, Yun Zhu, Carey J.Jang, Che-Jen Lin, Shuxiao Wang, Joshua S.Fu, Junping Xie, Jiandong Wang, Dian Ding, Shicheng Long.(2015) Development of an integrated policy making tool for assessing air quality and human health benefits of air pollution control. Front. Environ. Sci. Eng, 9(6), 1056–1065.

33. Hua Wang, Yun Zhu, Carey J.Jang, Che-Jen Lin, Shuxiao Wang, Joshua S.Fu, Jian Gao, Shuang Deng, Junping Xie, Dian Ding, Xuezhen Qiu, Shicheng Long.(2015) Design and demonstration of a next-generation air quality attainment assessment system for PM2.5 and O3. Journal of Environmental Sciences, 29, 178-188.

34. Yun Zhu, Yuanwen Lao, Carey J.Jang, Chen-Jen Lin, Jia Xing, Shuxiao Wang, Joshua S.Fu, Shuang Deng, Junping Xie, Shicheng Long.(2015) Development and case study of a science-based software platform to support policy making on air quality. Journal of Environmental Sciences, 27, 97–107.

35. Bin Zhao, ShuXiao Wang, Jia Xing, Joshua S.Fu, Carey J.Jang, Yun Zhu, Xinyi Dong, Yang Gao, Jiandong Wang, Jiming Hao, et al.(2015) Assessing the nonlinear response of fine particles to precursor emissions: development and application of an extended response surface modeling technique v1.0. Geoscientific Model Development, 8(1), 115-128.

36. Shuxiao Wang, Jia Xing, Bin Zhao, Carey J.Jang, Jiming Hao.(2014) Effectiveness of national air pollution control policies on the air quality in metropolitan areas of China. Journal of Environmental Sciences, 26(1), 13–22.

37. Kristen M.Foley, Sergey L.Napelenok, Carey J.Jang, Sharon Phillips, Bryan J.Hubbell, Charles M.Fulcher.(2014) Two reduced form air quality modeling techniques for rapidly calculating pollutant mitigation potential across many sources, locations and precursor emission types. Atmospheric Environment, 98, 283-289.

38. Lyrical Li, Changhong Chen, Cheng Huang, Gang-feng Zhang, Yangjun Wang, Hongli Wang, Shengrong Lou, Liping Qiao, Min Zhou, Joshua S.Fu, Carey J.Jang, et al.(2012) Process analysis of regional ozone formation over the Yangtze River Delta, China using the Community Multi-scale Air Quality modeling system. Atmospheric Chemistry and Physics, 12(22), 10971–10987.

39. Shuxiao Wang, Jia Xing, Carey J.Jang, Yun Zhu, Joshua S.Fu, Jiming Hao.(2011) Impact Assessment of Ammonia Emissions on Inorganic Aerosols in East China Using ResponseSurface Modeling Technique. Environmental Science & Technology, 45(21), 9293-9300.

40. Jia Xing, Shuxiao Wang, Carey J.Jang, Yun Zhu, Jiming Hao.(2011) Nonlinear Response of Ozone to Precursor Emission Changes in China: a Modeling Study using Response Surface Methodology. Atmospheric Chemistry and Physics, 11(10), 5027-5044.