教育背景

工作简历

2023-01~现在, 地球系统数值模拟装置, 区域高精度环境模拟运行部负责人、用户委委员
2022-06~现在, 中国科学院大气物理研究所, 正高级工程师
2021-03~现在, 中国科学院大气物理研究所, 特聘研究岗位
2018-05~现在, 中国科学院大气物理研究所, 地球系统数值模拟装置 总工程师助理
2013-05~2022-05,中国科学院大气物理研究所, 副研究员
2010-07~2013-05,中国科学院大气物理研究所, 助理研究员

出版著作

（1） 环境空气质量预报预警方法技术指南（第一版）, 中国环境出版社, 2014-06, 第 其他 作者
（2） 环境空气质量预报预警方法技术指南（第二版）, 中国环境出版社, 2017-06, 第 其他 作者
（3） 环境空气质量数值预报技术规范, 中国环境出版集团, 2021-08, 第 其他 作者

发表论文

（1）Jun Liu,Hao Yin,Xiao Tang,Tong Zhu,Qiang Zhang,Zhu Liu,XiaoLong Tang,HongHong Yi. Transition in air pollution,disease burden and health cost in China: A comparative study of long-term and short-term exposure,Environmental Pollution,2021,227:116770-116784.

（2）Qian Wu, Xiao Tang,Lei Kong,Xu Dao,Miaomiao Lu,Zirui Liu,Wei Wang,Qian Wang,Duohong Chen,Lin Wu,Xiaole Pan,Jie Li,Jiang Zhu and Zifa Wang. Evaluation and Bias Correction of the Secondary Inorganic Aerosol Modeling over North China Plain in Autumn and Winter,Atmosphere,2021,12(5)：578-590.

（3）Hui Wang,Qizhong Wu,Alex B. Guenther,Xiaochun Yang,Lanning Wang, Tang Xiao,Jie Li,Jinming Feng,Qi Xu,and Huaqiong Cheng. A long-term estimation of biogenic volatile organic compound (BVOC) emission in China from 2001–2016: the roles of land cover change and climate variability,Atmospheric Chemistry and Physics,2021,21：4825–4848.

（4）Pengfei Han,Han Mei,Di Liu,Ning Zeng, Xiao Tang,Yinghong Wang,and Yuepeng Pan.Calibrations of Low-Cost Air Pollution Monitoring Sensors for CO,NO2,O3,andSO2,Sensors,2021,21(1):256-273.

（5）   Zhaoyang Chai,He Zhang,Mulan Zhang, Xiao Tang,Weipeng Zheng,Jiang Zhu,Guangqing Zhou,Junji Cao,Qingcun Zeng. China’s EarthLab—Forefront of Earth System Simulation Research,Adv. Atmos. Sci.,，2021:38,pages1611-1620

（6）   Miaomiao Lu, Xiao Tang,Yinchang Feng,Zifa Wang,Xueshun Chen,Lei Kong,Dongsheng Ji,Zirui Liu,Kexin Liu,Huangjian Wu,Shengwen Liang,Hui Zhou,Ke Hu.Nonlinear response of SIA to emission changes and chemical processes over eastern and central China during a heavy haze month,Science of the Total Environment,2021,788:147747-147760

（7）   Tie Dai,Yueming Cheng,Daisuke Goto,Yingruo Li, Xiao Tang,Guangyu Shi,and Teruyuki Nakajima. Revealing the sulfur dioxide emission reductions in China by assimilating surface observations in WRF-Chem,Atmospheric Chemistry and Physics,2021,21:4357–4379

（8）   Qian Ye,Jie Li,Xueshun Chen,Huansheng Chen,Wenyi Yang,Huiyun Du,Xiaole Pan, Xiao Tang,Wei Wang,Lili Zhu,Jianjun Li,Zhe Wang,Zifa Wang. High-resolution modeling of the distribution of surface air pollutants and their intercontinental transport by a global tropospheric atmospheric chemistry source–receptor model (GNAQPMS-SM),Geoscientific Model Development,2021,14: 7573–7604.

（9）   Pei Liu,Erlin Yao,Tao Liu,Lei Kong, Xiao Tang,Guangming Tan. Improvement of AI forecast of gridded PM2.5 forecast in China through ConvLSTM and Attention,CCF Transactions on High Performance Computing,2022, https://doi.org/10.1007/s42514-021-00087-4.

（10）   Zhilan Ye,Jie Li,Yuepeng Pan,Zifa Wang,Xiurui Guo,Long Cheng, Xiao Tang,Jiang Zhu,Lei Kong,Yu Song,Jia Xing,Yele Sun,Xiaole Pan. Synergistic effect of reductions in multiple gaseous precursors on secondary inorganic aerosols in winter under a meteorology-based redistributed daily NH3 emission inventory within the Beijing-Tianjin-Hebei region,China. Science of the Total Environment,2022,821,153383.

（11）   Lili Wang,Mingge Li,Qinglu Wang,Yuanyuan Li,Jinyuan Xin, Xiao Tang,Wupeng Du,Tao Song,Tingting Li,Yang Sun,Wenkang Gao,Bo Hu,Yuesi Wang. Air stagnation in China: Spatiotemporal variability and differing impact on PM2.5 and O3 during 2013–2018. Science of the Total Environment,2022,819,152778.

（12）   Haoyue Wang,Wanlin Wei,Huizheng Che, Xiao Tang,Jianchun Bian,Ke Yu,Weiguo Wang. Ground-Based MAX-DOAS Measurements of Tropospheric Aerosols,NO2,and HCHO Distributions in the Urban Environment of Shanghai,China. Remote Sensing,2022,14,1726. https:// doi.org/10.3390/rs14071726.

（13）   Yuting Zhang,Xiaole Pan,Yu Tian,Hang Liu,Xueshun Chen,Baozhu Ge,Zhe Wang, Xiao Tang, Shandong Lei,Weijie Yao,Yuanzhe Ren,Yongli Tian,Jie Li,Pingqing Fu,Jinyuan Xin,Yele Sun,Junji Cao,Zifa Wang. Transport Patterns and Potential Sources of Atmospheric Pollution during the XXIV Olympic Winter Games Period. Adv. Atmos. Sci.,2022, https://doi.org/10.1007/s00376-022-1463-1.

（14）   Yujing Zhang,Jie Li,Wenyi Yang,Huiyun Du, Xiao Tang, Qian Ye,Zixi Wang,Yele Sun,Xiaole Pan,Lili Zhu,Zifa Wang. Influences of stratospheric intrusions to high summer surface ozone over a heavily industrialized region in northern China. Environ. Res. Lett.,2022,17,094023.

（15）   Meiling Cheng,Fangxin Fan,Ionel M. Navon,Jie Zheng, Xiao Tang,Jiang Zhu,Christopher Pain. Spatio-Temporal Hourly and Daily Ozone Forecasting in China Using a Hybrid Machine Learning Model: Autoencoder and Generative Adversarial Networks. Journal of Advances in Modeling Earth Systems,2022,14,e2021MS002806. https://doi. org/10.1029/2021MS002806.

（16）   Guanglin Jia,Zhijiong Huang, Xiao Tang,Jiamin Ou,Menghua Lu,Yuanqian Xu,Zhuangmin Zhong,Qing’e Sha,Huangjian Wu,Chuanzeng Zheng,Tao Deng,Duohong Chen,Min He,Junyu Zheng. A meteorologically adjusted ensemble Kalman filter approach for inversing daily emissions: A case study in the Pearl River Delta,China. Journal of Environmental Sciences,2022,114,233-248.

（17）   Zixuan Jia,Ruth M. Doherty,Carlos Ordóñez,Chaofan Li,Oliver Wild,Shipra Jain, Xiao Tang. The impact of large-scale circulation on daily fine particulate matter (PM2.5) over major populated regions of China in winter. Atmos. Chem. Phys.,2022,22,6471–6487.

（18）   Xiaoxiao Zhang,Lianyou Liu,Yongdong Wang,Jiaqiang Lei,Shixin Wu,Shengyu Li,Yuhong Guo,Zifa Wang, Xiao Tang, Shuangyan Huang,Jie Zhou. Spatiotemporal evolution of aeolian dust in China: An insight into the synoptic records of 1984–2020 and nationwide practices to combat desertification. Land Degradation & Development,2022,https://doi.org/10.1002/ldr.4585.

（19）   Qian Ye,Jie Li, Xiao Tang,Xueshun Chen,Lei Kong,Huansheng Chen,Wenyi Yang,Huiyun Du,Xiaole Pan,Wei Wang,Lili Zhu,Jianjun Li,Zhe Wang,Yele Sun,Lanzhong Liu,Junji Cao,Zifa Wang. Uncertainties in the simulated intercontinental transport of air pollutants in the springtime from emission and meteorological inputs. Atmos. Environ.,2023,293,119431.

（20）   Xuefeng Yao,Baozhu Ge,Aibing Li,Guanjun Chen,Fan Fan,Danhui Xu,Yuge Wang, Xiao Tang, Lei Kong,Zifa Wang. Spatio-temporal variation of PM2.5 pollution in Xinjiang and its causes: The growing importance in air pollution situation in China. Front. Environ. Sci.,2023,10:1051610,doi: 10.3389/fenvs.2022.1051610.

（21）   Chenhong Zhou,Meng Gao,Jianjun Li,Kaixu Bai, Xiao Tang, Xiao Lu,Cheng Liu,Zifa Wang,and Yike Guo. Optimal Planning of Air Quality-Monitoring Sites for Better Depiction of PM2.5 Pollution across China. ACS Environ. Au,2022,2,314−323.

（22）   Kai Cao, Xiao Tang, Lanning Wang,Xueshun Chen,Qizhong Wu,Lei Kong,Miaomiao Lu,Huangjian Wu,Zifa Wang. Simulating the impact of bushfires in Australia on local air quality and aerosol burden in the southern hemisphere. SOLA,2023,19,16−25,doi:10.2151/sola.2023-003.

（23）   Hongyan Luo, Xiao Tang, Huangjian Wu,Lei Kong,Qian Wu,Kai Cao,Yating Song,Xuechun Luo,Yao Wang,Jiang Zhu,Zifa Wang. The impact of the numbers of monitoring stations on the national and regional air quality assessment in China during 2013–18. Adv. Atmos. Sci.,2023, https://doi.org/10.1007/s00376-022-1346-5.

（24）   Xuechun Luo, Xiao Tang, Haoyue Wang,Lei Kong,Huangjian Wu,Weiguo Wang,Yating Song,Hongyan Luo,Yao Wang,Jiang Zhu,Zifa Wang. Investigating the Changes in Air Pollutant Emissions over the Beijing-Tianjin-Hebei Region in February from 2014 to 2019 through an Inverse Emission Method. Adv. Atmos. Sci.,2023, https://doi.org/10.100 7/s00376-022-2039-9.

（25）   Tong Zhu, Mingjin Tang,Meng Gao, Xinhui Bi,Junji Cao, Huizheng Che, Jianmin Chen, Aijun Ding, Pingqing Fu,Jian Gao,Yang Gao, Maofa Ge, Xinlei Ge, Zhiwei Han, Hong He, Ru-Jin Huang, Xin Huang, Hong Liao, Cheng Liu, Huan Liu, Jianguo Liu, Shaw Chen Liu, Keding Lu, Qingxin Ma, Wei Nie, Min Shao, Yu Song,YeleSun, Xiao Tang, Tao Wang, Tijian Wang, Weigang Wang, Xuemei Wang, Zifa Wang, Yan Yin, Qiang Zhang, Weijun Zhang, Yanlin Zhang, Yunhong Zhang, Yu Zhao, Mei Zheng, Bin Zhu, Jiang Zhu. Recent Progress in Atmospheric Chemistry Research in China: Establishing a Theoretical Framework for the “Air Pollution Complex”. Adv. Atmos. Sci., 2023, https://doi.org/10.1007/s00376-023-2379-0.

（26）   Huangjian Wu,Lei Kong, Xiao Tang, Lili Zhu,Jiang Zhu,Zifa Wang. Air Quality Forecasting with Inversely Updated Emissions for China. Environmental Science & Technology Letters,2023,10(8),655-661. https://doi.org/10.1021/acs.estlett.3c00266.

（27）   Lei Kong, Xiao Tang, Jiang Zhu,Zifa Wang,Yele Sun,Pingqing Fu,Meng Gao,Huangjian Wu,Miaomiao Lu,Qian Wu,Shuyuan Huang,Wenxuan Sui,Jie Li,Xiaole Pan,Lin Wu,Hajime Akimoto,Gregory R. Carmichael. Unbalanced emission reductions of different species and sectors in China during COVID-19 lockdown derived by multi-species surface observation assimilation. Atmos. Chem. Phys.,2023,23,6217–6240, https://doi.org/10.5194/acp-23-6217-2023.

（28）   Kai Cao,Qizhong Wu,Lingling Wang,Nan Wang,Huaqiong Cheng, Xiao Tang, Dongqing Li,and Lanning Wang. GPU-HADVPPMV1.0: a high-efficiency parallel GPU design of the piecewise parabolic method (PPM) for horizontal advection in an air quality model (CAMx V6.10). Geosci. Model Dev.,2023,16,4367–4383, https://doi.org/10.5194/gmd-16-4367-2023.

（29）   Xiaofei Wu,Pu Gan,Jinxi Li,Fangxin Fang,X. Zou,C. C. Pain, Xiao Tang, Jinyuan Xin,Zifa Wang,Jiang Zhu. A long short-term memory neural network-based error estimator for three-dimensional dynamically adaptive mesh generation. Physics of Fluids,2023,35,106610.

（30） Wenyi Yang,Qizhong Wu,Jie Li,Xueshun Chen,Huiyun Du,Zhe Wang,Dongqing Li, Xiao Tang, Yele Sun,Zhilan Ye Xiaole Pan,Baozhu Ge,Huansheng Chen,Lianfang Wei,Tao Wang,Wei Wang,Lili Zhu,Jinyuan Xin,Zifa Wang. Predictions of air quality and challenges for eliminating air pollution during the 2022 Olympic Winter Games. Atmospheric Research,2024,300,107225.

（31） Ning Ding, Xiao Tang,Huangjian Wu,Lei Kong,Xu Dao,Zifa Wang,Jiang Zhu. Development of an integrated machine learning model to improve the secondary inorganic aerosol simulation over the Beijing–Tianjin–Hebei region. Atmos. Environ.,2024,327,120483.

（32） Jiali Xie, Xiao Tang,Fei Zheng,Xidong Wang,Ning Ding,Yating Song,Hongyan Luo,Huangjian Wu,Lei Kong,Jiang Zhu,Zifa Wang. Improvement of the ozone forecast over Beijing through combining the chemical transport model with multiple machine learning methods. Atmospheric Pollution Research,2024,15,102184.

（33） Shengjuan Cai,Fangxin Fang, Xiao Tang, Jiang Zhu,Yanghua Wang. A hybrid data driven and data assimilation method for spatiotemporal forecasting: PM2.5 forecasting in China. Journal of Advances in Modeling Earth Systems,2024,16,e2023MS003789. https://doi.org/10.1029/ 2023MS003789.

（34） Qi Liao,Mingming Zhu,Lin Wu,Dawei Wang,Zixi Wang,Si Zhang,Wudi Cao,Xiaole Pan,Jie Li, Xiao Tang, Jinyuan Xin,Yele Sun,Jiang Zhu,Zifa Wang. Probing the capacity of a spatiotemporal deep learning model for short-term PM2.5 forecasts in a coastal urban area. Science of The Total Environment,2024, https://doi.org/10.1016/j.scitotenv.2024.175233.

（35） Kai Cao,Qizhong Wu,Lingling Wang,Hengliang Guo,Nan Wang,Huaqiong Cheng, Xiao Tang, Dongxing Li,Lina Liu,Dongqing Li,Hao Wu,and Lanning Wang. GPU-HADVPPM4HIP V1.0: using the heterogeneous-compute interface for portability (HIP) to speed up the piecewise parabolic method in the CAMx (v6.10) air quality model on China's domestic GPU-like accelerator,Geosci. Model Dev.,2024,17,6887–6901, https://doi.org/10.5194/gmd-17-6887-2024.

（36） Lei Kong, Xiao Tang, Zifa Wang,Jiang Zhu,Jianjun Li,Huangjian Wu,Qizhong Wu,Huansheng Chen,Lili Zhu,Wei Wang,Bing Liu,Qian Wang,Duohong Chen,Yuepeng Pan,Jie Li,Lin Wu,and Gregory R. Carmichael. Changes in air pollutant emissions in China during two clean-air action periods derived from the newly developed Inversed Emission Inventory for Chinese Air Quality (CAQIEI),Earth Syst. Sci. Data,2024,16,4351–4387, https://doi.org/10.5194/essd-16-4351-2024.

（37） Jing Ye,Yuting Zhang,Weijie Yao,Hang Liu,Shandong Lei,Yinzhou Zhang,Junbo Zhang,Sinan Li,Song Lv,Lin Wu, Xiao Tang, Yele Sun,Jinyuan Xin,Jie Li,Zifa Wang,Lanzhong Liu,Hang Su and Xiaole Pan. Significant shift of footprint patterns and pollutant source contributions: insights from observations at Shanghuang observatory,East China.,Environ. Res. Lett.,2024,19,124026.

（38） Mei Zheng,Tianle Zhang,Yaxin Xiang, Xiao Tang, Yinan Wang,Guannan Geng,Yuying Wang,Yingjun Liu,Chunxiang Ye,Caiqing Yan,Yingjun Chen,Jiang Zhu,Qiang Zhang,and Tong Zhu. A newly established air pollution data center in China,Adv. Atmos. Sci.,2024,https://doi.org/10.1007/s00376-024-4055-4.

（39） Xin Yue, Xiao Tang, Bo Hu,Keyi Chen,Qizhong Wu,Lei Kong,Huangjian Wu,Zifa Wang,Jiang Zhu. Evaluation of the simulation performance of WRF-Solar for a summer month in China using ground observation network data,Atmospheric and Oceanic Science Letters,2024, https://doi.org/10.1016/j.aosl.2024.100532.

（40） Zichen Wu,Xueshun Chen,Zifa Wang,Huansheng Chen,Zhe Wang,Qing Mu,Lin Wu,Wending Wang, Xiao Tang, Jie Li,Ying Li,Qizhong Wu,Yang Wang,Zhiyin Zou,and Zijian Jiang. Modeling of polycyclic aromatic hydrocarbons (PAHs) from global to regional scales: model development (IAP-AACM_PAH v1.0) and investigation of health risks in 2013 and 2018 in China,Geosci. Model Dev.,2024,17,8885–8907.

（41） Miaomiao Lu,Suqin Han, Xiao Tang, Xueshun Chen,Kexin Liu,Jing Dinga,Tianyi Hao,Zifa Wang. Investigate the important role of 3-D meteorological patterns in hazeformation in the context of pollution reduction,Atmospheric Research,2025,315, https://doi.org/10.1016/j.atmosres.2024.107843.

（42） Yibo Xue,Xiaoxiao Zhang,Jiaqiang Lei,Shengyu Li,Lianyou Liu,Zifa Wang,Wenjun Tian, Xiao Tang,Xueshun Chen. East Asian dust storm in March 2021: Perspective views from ground observation,satellite measurement and numerical simulation,Atmospheric Environment,2025,350,121152.

（43） Xiaoxiao Zhang,Xinghua Yang,Fan Yang,Jiaqiang Lei,Mamtimin Ali,Shengyu Li,Lianyou Liu,Yibo Xue,Zifa Wang,Wenjun Tian,Yongdong Wang, Xiao Tang. Windblown dust in the Tarim basin,Northwest China. Scientific Reports,2025,15,11209.

（44） Zheng Zhao,Huangjian Wu,Keyi Chen,Lei Kong, Xiao Tang. Improving the spatiotemporal forecasting of PM2.5 by coupling a deep learning method with a chemical transport model: a severe haze case in China,Aerosol Science and Engineering,2025, https://doi.org/10.1007/s41810-025-00302-7.

（45） Wenyuan Chang,Dongxu Yang, Xiao Tang,Lei Kong. Top–down constraint on regional fossil fuel CO2 emissions in China using GOSAT and OCO-2 satellite XCO2 retrievals: A case of the COVID-19 lockdown. Adv. Atmos. Sci.,2025,doi: 10.1007/s00376-024-4150-6.

（46） Lei Kong, Xiao Tang, Jiang Zhu,Zifa Wang,Bing Liu,Yuanyuan Zhu,Lili Zhu,Duohong Chen,Ke Hu,Huangjian Wu,Qian Wu,Jin Shen,Yele Sun,Zirui Liu,Jinyuan Xin,Dongsheng Ji,Mei Zheng. High-resolution simulation dataset of hourly PM2.5 chemical composition in China (CAQRA-aerosol) from 2013 to 2020. Adv. Atmos. Sci.,2025,42,697-712.

1.国家重点研发计划课题，天空地多元观测数据实时融合同化技术研究，2023~2027，负责人

2.国家重点研发计划课题，法规模型物理化学过程和参数化方案比较与标准化研究，2018~2021，负责人

3.国家自然科学基金面上项目,多污染物协同同化和机器学习相结合的臭氧预报方法研究, 2022~2025，负责人

4.国家自然科学基金面上项目,面向重污染预报预警的高时频源反演方法研究, 2019~2022，负责人

5.国家自然科学基金面上项目,多变量协同同化的PM2.5数据再分析方法探索研究，2016~2019，负责人

6.国家自然科学青年基金，基于集合卡尔曼滤波的污染源反演方法研究，2013~2015，负责人

7.国家自然科学基金集成项目,中国大气复合污染综合数据共享平台研发，2021~2023，参与

8.国家自然科学基金重点项目,大气复合污染海量多源观测同化与集合预报方法研究，2017~2020，参与

9.中国科学院先导专项（B类）课题，重污染天气精准调控原理和方法，2023~2028，负责人

10.中国科学院信息化专项课题，基于人工智能与大数据的双碳大气环境科研新范式 研究，2022~2023，负责人