以物质流、交通与大气系统的耦合提高对当代大气环境的认识和可预测性，构建针对复杂人地耦合体系的模型方法和算法，立体解析排放对多尺度大气及后续效应的影响。具体研究方向包括交通活动与大气污染及气候变化相互作用、大气污染防控决策、净零排放的交通系统预测及路径等。

1. 交通源排放与大气环境效应，国家自然科学基金杰出青年科学基金项目，2024-2028，项目负责人

2. 飞机近地面尾气动态模拟、大气环境影响与减排研究，国家自然科学基金联合基金项目重点支持项目，2023-2026，项目负责人

3. 运输过程排放靶向监管技术与调控研究，国家重点研发计划青年科学家项目，2022-2025，项目负责人

4. 基于高分辨率大气环境模拟及感知系统的交通与城市大气环境研究，国家自然科学基金国际(地区)合作交流项目(中英人才基金)，2020-2022，项目负责人

5. 交通运输源排放表征及多尺度大气环境影响，国家自然科学基金优秀青年科学基金项目，2019-2021，项目负责人

6. 北京市交通源对 PM_2.5影响解析及控制策略研究，北京市科技新星计划，2018-2020，项目负责人

7. 区域动态高时空分辨率大气污染源排放清单，大气重污染成因与治理攻关项目，2017-2019，子课题负责人

8. 基于链状行为的道路移动源VOCs全过程排放模拟研究，国家自然科学基金面上项目，2016-2019，项目负责人

9. 渤海区域船舶多污染物排放清单研究，国家自然科学基金重大研究计划培育项目，2016-2018，项目负责人

10. 基于排放约束的交通流优化演化算法研究，国家自然科学基金青年科学基金，2012-2014，项目负责人

2022，国家环境保护科学技术奖二等奖

2021，中央和国家机关五一劳动奖状

2021，国家生态环境保护专业技术青年拔尖人才

2020，牛顿高级学者 (Newton Advanced Fellowship)

2019，中国环境科学学会青年科学家奖金奖

2019，清华大学大学生研究训练（SRT）计划优秀指导教师一等奖

2019，联合国环境署“气候与清洁空气奖”

2018，国家自然科学基金优秀青年

2018，霍英东基金青年教师奖三等奖

2018，清华大学第八届青年教师教学大赛二等奖

2017，海洋领域优秀科技青年

2017，北京市科技新星

2017，挥发性有机物污染防治专业委员会青年学术创新奖

2017，河北省科学技术进步奖二等奖

2016，国家环境保护科学技术奖二等奖

2014，教育部科学技术进步奖一等奖

2014，清华大学优秀班主任二等奖

2011，清华大学优秀招生新人

代表性文章：

1. Wang, X.^*; Liu, H. ^*#; Lv, Z.; Deng, F.; Xu H.; Qi, L.; Shi, M.; Zhao, J.; Zheng, S.; Man, H.; He, K.. Trade-linked shipping CO₂ emissions. Nature Climate Change 2021, 11, 945–951

2. Deng, F.; Lv, Z.; Qi, L.; Wang, X.; Shi, M.; Liu, H.^*. A big data approach to improving the vehicle emission inventory in China. Nature Communications 2020, 11: 2801.

3. Liu, H.^*; Meng, Z.; Lv, Z.; Wang, X.; Deng, F.; Liu,Y.; Zhang, Y.; Shi, M.; Zhang, Q.^*; He, K.^*. Emissions and health impacts from global shipping embodied in US–China bilateral trade. Nature Sustainability 2019, 2(11): 1027–1033.

4. Li, M.^#; Liu, H.^#; Geng, G.; Hong, C.; Liu, F.; Song, Y.; Tong, D.; Zheng, B.; Cui, H.; Man, H.; Zhang, Q.^*; He, K.^*. Anthropogenic emission inventories in China: a review. National Science Review 2017, 4(6): 834-866.

5. Liu, H.^*; Fu, M.; Jin, X.; Shang, Y.; Shindell, D.^*; Faluvegi, G.; Shindell, C.; He, K.^*. Health and climate impacts of ocean-going vessels in East Asia. Nature Climate Change 2016, 6(11): 1037-1041.

文章列表

1. Gao, F, Cai, ZT, Luo, ZY, Zhao, JC, Zheng, SX, Wang, L, Chen, B, He, KB, Liu, H. Features of particle-phase PAHs from traffic emissions using tunnel measurement and urban roadside observation in China[J]. ENVIRONMENTAL POLLUTION, Published 2025, Volume 365

2. Yi, W, Wang, XT, He, TK, Liu, H, Luo, ZY, Lv, ZF, He, KB. The high-resolution global shipping emission inventory by the Shipping Emission Inventory Model (SEIM) [J]. EARTH SYSTEM SCIENCE DATA, Published 2025, Volume 17, Issue 1, Pages 277-292

3. Peng, X, Yi, W, Zhang, HR, He, KB, Liu, H. The carbon emission reduction roadmap and policy of inland river ships in the Yangtze river basin[J]. JOURNAL OF CLEANER PRODUCTION, Published 2025, Volume 495

4. Zhao, XY, Jiang, YH, Zhao, JC, Wang, YY, Cai, ZT, Zeng, M, Dong, JJ, Cong, W, He, KB, Liu, H. Carbon emission inventory and mitigation potential for private cars in Chinese cities[J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, Published 2025, Volume 140

5. Xie, RF, Xing, Q, Gao, JB, Wang, XC, Xu, WS, Lv, ZF, Yi, W, Zhao, JC, Luo, ZY, Wu, XC, Liu, H. Investigation on the effect of ship emissions on the air quality: A case study in Hainan Island, China[J]. JOURNAL OF ENVIRONMENTAL SCIENCES, Published 2025, Volume 156, Pages 114-125

6. Zhang, Weiwei, Yi, Wen, He, Tingkun, Peng, Xin, Xing, Qiao, Wu, Xiaochen, Yang, Zhaohui, Xie, Rongfu, Xian, Aidan, Liu, Huan, Hao, Jiming. Ship emissions and reduction potential under domestic policies and international cooperation: A case study in Hainan, China[J]. Journal of Environmental Sciences (China), Published 2025, Volume 156, Pages 253-266

7. Wang, Xiaotong, Liu, Huan, Zhang, Jianing, Fu, Xinyi, Chen, Dongsheng, Zhang, Weiwei, Yi, Wen, Lv, Zhaofeng, Zhang, Qiang, He, Kebin. Global shipping emissions from 1970 to 2021: Structural and spatial change driven by trade dynamics[J]. One Earth, Published 2025

8. Zheng, YH, Jiang, F, Feng, SZ, Shen, Y, Liu, H, Guo, H, Lyu, X, Jia, MW, Lou, CX. Large-scale land-sea interactions extend ozone pollution duration in coastal cities along northern China[J]. ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY, Published 2024, Volume 18

9. Hu, H, Chen, J, Zhou, F, Nie, M, Hou, DY, Liu, H, Delgado-Baquerizo, M, Ni, HW, Huang, WG, Zhou, JZ, Song, XW, Cao, XF, Sun, B, Zhang, JB, Crowther, TW, Liang, YT. Relative increases in CH4 and CO2 emissions from wetlands under global warming dependent on soil carbon substrates[J]. NATURE GEOSCIENCE, Published 2024, Volume 17, Issue 1, Pages 26-31

10. Zhang, ZN, Man, HY, Zhao, JC, Huang, WD, Huang, C, Jing, SA, Luo, ZY, Zhao, XY, Chen, DW, He, KB, Liu, H. VOC and IVOC emission features and inventory of motorcycles in China[J]. JOURNAL OF HAZARDOUS MATERIALS, Published 2024, Volume 469

11. Peng, X, Ding, YX, Yi, W, Laroussi, I, He, TK, He, KB, Liu, H. The inland waterway ship emission inventory modeling: The Yangtze River case[J]. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, Published 2024, Volume 129

12. Xu, LZ, Bao, YM, Man, HY, Zhang, ZN, Chen, JW, Shao, XH, Zhu, B, Liu, H. Influencing factors on ammonia emissions from gasoline vehicles: A systematic review and meta-analysis[J]. SCIENCE OF THE TOTAL ENVIRONMENT, Published 2024, Volume 923

13. Peng, Xin, Ding, Yixian, He, Kebin, Yi, Wen, Luo, Zhenyu, Laroussi, Ilias, Liu, Huan. Decoupling dynamics: Evaluating the relationship between ship emissions and socioeconomic progress in the Yangtze River Basin from 2007 to 2022[J]. Journal of Cleaner Production, Published 2024, Volume 460

14. Wu, NA, Geng, GN, Xu, RC, Liu, SG, Liu, XD, Shi, QR, Zhou, Y, Zhao, Y, Liu, H, Song, Y, Zheng, JY, Zhang, Q, He, KB. Development of a high-resolution integrated emission inventory of air pollutants for China[J]. EARTH SYSTEM SCIENCE DATA, Published 2024, Volume 16, Issue 6, Pages 2893-2915

15. Zheng, SC, Jiang, F, Feng, SZ, Liu, H, Wang, XY, Tian, XD, Ying, CY, Jia, MW, Shen, Y, Lyu, X, Guo, H, Cai, Z. Impact of Marine Shipping Emissions on Ozone Pollution During the Warm Seasons in China[J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, Published 2024, Volume 129, Issue 14

16. Man, HY, Shao, XH, Cai, WY, Wang, K, Cai, ZT, Xue, M, Liu, H. Utilizing a optimized method for evaluating vapor recovery equipment control efficiency and estimating evaporative VOC emissions from urban oil depots via an extensive survey[J]. JOURNAL OF HAZARDOUS MATERIALS, Published 2024, Volume 479

17. Wang, YY, Chang, J, Hu, PP, Deng, C, Luo, ZY, Zhao, JC, Zhang, ZN, Yi, W, Zhu, GL, Zheng, GJ, Wang, SX, He, KB, Liu, J, Liu, H. Key factors in epidemiological exposure and insights for environmental management: Evidence from meta-analysis[J]. ENVIRONMENTAL POLLUTION, Published 2024, Volume 362

18. Yi, Wen, He, Tingkun, Wang, Xiaotong, Soo, Yu Han, Luo, Zhenyu, Xie, Yongshun, Peng, Xin, Zhang, Weiwei, Wang, Yongyue, Lv, Zhaofeng, He, Kebin, Liu, Huan. Ship emission variations during the COVID-19 from global and continental perspectives[J]. Science of the Total Environment[0048-9697], Published 2024, Volume 954

19. Wang, Hongli, Liu, Qing, Bai, Bowen, Wang, Junfang, Xiao, Han, Liu, Huan, Liang, Jindong, Lin, Zhenhong, He, Dongquan, Yin, Hang. Exploring heavy-duty truck operational characteristics through On-Board Diagnostics (OBD) data[J]. Research in Transportation Business and Management, Published 2024, Volume 57

20. Qu, Shen, She, Yunlei, Zhou, Qi, Verschuur, Jasper, Zhao, LuTao, Liu, Huan, Xu, Ming, Wei, YiMing. Modeling the dynamic impacts of maritime network blockage on global supply chains[J]. Innovation, Published 2024, Volume 5, Issue 4

21. Cai, Wenjia, Zhang, Chi, Zhang, Shihui, Bai, Yuqi, Callaghan, Max, Chang, Nan, Chen, Bin, Chen, Huiqi, Cheng, Liangliang, Dai, Hancheng, Fan, Weicheng, Guan, Dabo, Hu, Yixin, Hu, Yifan, Hua, Junyi, Huang, Cunrui, Huang, Hong, Huang, Jianbin, Huang, Xiaomeng, Ji, John S, Jiang, Qiaolei, Jiang, Xiaopeng, Kiesewetter, Gregor, Li, Tiantian, Li, Bo, Liang, Lu, Lin, Borong, Lin, Hualiang, Liu, Huan, Liu, Qiyong, Liu, Zhao, Liu, Zhu, Liu, Yanxiang, Lou, Shuhan, Lu, Bo, Lu, Chenxi, Luo, Zhenyu, Mi, Zhifu, Miao, Yanqing, Ren, Chao, Romanello, Marina, Shen, Jianxiang, Su, Jing, Su, Rui, Sun, Yuze, Sun, Xinlu, Walawender, Maria, Wang, Can, Wang, Qing, Wang, Qiong, Warnecke, Laura, Wei, Wangyu, Wei, Xiaohui, Wen, Sanmei, Xie, Yang, Xiong, Hui, Xu, Bing, Yang, Xiu, Yang, Yuren, Yao, Fanghong, Yu, Le, Yu, Wenhao, Yuan, Jiacan, Zeng, Yiping, Zhang, Jing, Zhang, Rui, Zhang, Shangchen, Zhang, Shaohui, Zhao, Mengzhen, Zhao, Qi, Zhao, Qiang, Zheng, Dashan, Zhou, Hao, Zhou, Jingbo, Zhou, Ziqiao, Luo, Yong, Gong, Peng. The 2024 China report of the Lancet Countdown on health and climate change: launching a new low-carbon, healthy journey[J]. The Lancet Public Health, Published 2024, Volume 9, Issue 12, Pages e1070-e1088

22. Shihui Zhang^#, Chi Zhang^#, Wenjia Cai^#, Yuqi Bai, Max Callaghan, Nan Chang, Bin Chen, Huiqi Chen, Liangliang Cheng, Hancheng Dai, Xin Dai, Weicheng Fan, Xiaoyi Fang, Tong Gao, Yang Geng, Dabo Guan, Yixin Hu, Junyi Hua, Cunrui Huang, Hong Huang, Jianbin Huang, Xiaomeng Huang, John S Ji, Qiaolei Jiang, Xiaopeng Jiang, Gregor Kiesewetter, Tiantian Li, Lu Liang, Borong Lin, Hualiang Lin, Huan Liu, Qiyong Liu, Xiaobo Liu, Zhao Liu, Zhu Liu, Yufu Liu, Bo Lu, Chenxi Lu, Zhenyu Luo, Wei Ma, Zhifu Mi, Chao Ren, Marina Romanello, Jianxiang Shen, Jing Su, Yuze Sun, Xinlu Sun, Xu Tang, Maria Walawender, Can Wang, Qing Wang, Rui Wang, Laura Warnecke, Wangyu Wei, Sanmei Wen, Yang Xie, Hui Xiong, Bing Xu, Yu Yan, Xiu Yang, Fanghong Yao, Le Yu, Jiacan Yuan, Yiping Zeng, Jing Zhang, Lu Zhang, Rui Zhang, Shangchen Zhang, Shaohui Zhang, Mengzhen Zhao, Dashan Zheng, Hao Zhou, Jingbo Zhou, Ziqiao Zhou, Yong Luo, Peng Gong^*. The 2023 China report of the Lancet Countdown on health and climate change: taking stock for a thriving future. Lancet Public Health. 2023, November 18, S2468-2667.

23. Piaopiao Hu, Jie Chang, Yulin Huang, Moning Guo, Feng Lu, Ying Long, Huan Liu, Xudong Yang, Yue Qi, Jiayi Sun, Zhao Yang, Qiuju Deng^*, Jing Liu^*. Nonoptimum Temperatures Are More Closely Associated With Fatal Myocardial Infarction Than With Nonfatal Events. Canadian Journal of Cardiology. 2023,1-10.

24. Jiajun Liu^*, Qiang Zhang, Huan Liu, Hengrui Tao. The 10- to 30-day intraseasonal weather process associated with wintertime PM_2.5 pollution in eastern China. Journal of Geophysical Research:Atmospheres. 2023, 128, e2023JD038884.

25. Haitong Zhe Sun^#, Junchao Zhao^#, Xiang Liu, Minghao Qiu, Huizhong Shen, Serge Guillas, Chiara Giorio, Zosia Staniaszek, Pei Yu, Michelle W.L. Wan, Man Mei Chim, Kim Robin van Daalen, Yilin Li, Zhenze Liu, Mingtao Xia, Shengxian Ke, Haifan Zhao, Haikun Wang, Kebin He, Huan Liu^*, Yuming Guo^*, Alexander T. Archibald*. Antagonism between ambient ozone increase and urbanizationoriented population migration on Chinese cardiopulmonary mortality. The Innovation.2023, 4(6): 100517.

26. Zhining Zhang^#, Junchao Zhao^#, Hanyang Man, Lijuan Q, Hang Yin, Zhaofeng Lv, Yuheng Jiang, Junjie Dong, Meng Zeng, Zhitao Cai, Zhenyu Luo, Kebin He, Huan Liu^*. Updating Emission Inventories for Vehicular Organic Gases: Indications from Cold-Start and Temperature Effects on Advanced Technology Cars. Science of the Total Environment. 2023,882,163544.

27. Wenjia Cai^#, Chi Zhang^#, Shihui Zhang^#, Yuqi Bai, Max Callaghan, Nan Chang, Bin Chen, Huiqi Chen, Liangliang Cheng, Xueqin Cui, Hancheng Dai, Bawuerjiang Danna, Wenxuan Dong, Weicheng Fan, Xiaoyi Fang, Tong Gao, Yang Geng, Dabo Guan, Yixin Hu, Junyi Hua, Cunrui Huang, Hong Huang, Jianbin Huang, Linlang Jiang, Qiaolei Jiang, Xiaopeng Jiang, Hu Jin, Gregor Kiesewetter, Lu Liang, Borong Lin, Hualiang Lin, Huan Liu, Qiyong Liu, Tao Liu, Xiaobo Liu, Xinyuan Liu, Zhao Liu, Zhu Liu, Shuhan Lou, Chenxi Lu, Zhenyu Luo, Wenjun Meng, Hui Miao, Chao Ren, Marina Romanello, Wolfgang Schöpp, Jing Su, Xu Tang, Can Wang, Qiong Wang, Laura Warnecke, Sanmei Wen, Wilfried Winiwarter, Yang Xie, Bing Xu, Yu Yan, Xiu Yang, Fanghong Yao, Le Yu, Jiacan Yuan, Yiping Zeng, Jing Zhang, Lu Zhang, Rui Zhang, Shangchen Zhang, Shaohui Zhang, Qi Zhao, Dashan Zheng, Hao Zhou, Jingbo Zhou, Margaret Fu-Chun Chan Fung, Yong Luo^*, Peng Gong^*. The 2022 China report of the Lancet Countdown on health and climate change: leveraging climate actions for healthy ageing. Lancet Public Health. 2022,7,e1073–90.

28. Yuan, Le; Popoola, Olalekan A. M.; Hood, Christina; Carruthers, David; Jones, Roderic L.; Sun, Haitong Zhe; Liu, Huan; Zhang, Qiang; Archibald, Alexander T.^*. Improving NOx emission estimates in Beijing using network observations and a perturbed emissions ensemble. Atmospheric Chemistry and Physics，2022, 22, 8617-8632.

29. Liu, Jiajun; Zhao, Chuanfeng; Lin, Yanluan; Zhang, Qiang; Liu, Huan; Xiao, Qingyang; Peng, Yiran^*. Potential Impacts of Aerosol on Diurnal Variation of Precipitation in Autumn Over the Sichuan Basin, China. Journal of Geophysical Research: Atmospheres. 2022, 127, 13.

30. Lv, Zhaofeng^#; Luo, Zhenyu^#; Deng, Fanyuan; Wang, Xiaotong; Zhao, Junchao; Xu, Lucheng; He, Tingkun; Zhang, Yingzhi; Liu, Huan^*; He, Kebin. Development and application of a multi-scale modeling framework for urban high-resolution NO2 pollution mapping. Atmos. Chem. Phys.,2022, 22,15685-15702.

31. Shaikh, Asad Ali^#; He, Tingkun^#; Deng, Fanyuan; Luo, Zhenyu; Zhao, Junchao; Zhang, Zhining; Liu, Huan^*. Altitude-dependent gaseous emissions from freight trucks along the China-Pakistan Economic Corridor in Pakistan. Environmental Science and Ecotechnology.2023, 14, 100226.

32. Zhao, Junchao^#; Lv, Zhaofeng^#; Qi, Lijuan; Zhao, Bin; Deng, Fanyuan; Chang, Xing; Wang, Xiaotong; Luo, Zhenyu; Zhang, Zhining; Xu, Hailian; Ying, Qi; Wang, Shuxiao; He, Kebin; Liu, Huan^*. Comprehensive assessment for the impacts of S/IVOC emissions from mobile sources on SOA formation in China. Environmental Science & Technology.2022, 56, 16695-16706.

33. Bie, Pengju^#; Ji, Liang^#*; Cui, Huanxing; Li, Gang; Liu, Shunli; Yuan, Ying; He, Kebin; Liu, Huan^*. A review and evaluation of nonroad diesel mobile machinery emission control in China. Journal of Environmental Sciences. 2023, 123, 30–40.

34. Zhao, Junchao^#; Qi, Lijuan^#; Lv, Zhaofeng; Wang, Xiaotong; Deng, Fanyuan; Zhang, Zhining; Luo, Zhenyu; Bie, Pengju; He, Kebin; Liu, Huan^*. An updated comprehensive IVOC emission inventory for mobile sources in China. Science of the Total Environment. 2022,851,158312.

35. Luo, Zhenyu^#; Xu, Hailian^#; Zhang, Zhining; Zheng, Songxin; Liu, Huan^*. Year-round changes in tropospheric nitrogen dioxide caused by COVID-19 in China using satellite observation. Journal of Environmental Sciences.

36. Zhang, Zhining; Man, Hanyang; Zhao, Junchao; Jiang, Yuheng; Zeng, Meng; Cai, Zhitao; Huang, Cheng; Huang, Wendong; Zhao, Haiguang; Jing, Shengao; Shi, Xu; He, Kebin; Liu, Huan^*. Primary organic gas emissions in vehicle cold start events: Rates, compositions and temperature effects. Journal of Hazardous Materials. 2022,435,128979.

37. Luo, Zhenyu^#; Wang, Yue^#; Lv, Zhaofeng; He, Tingkun; Zhao, Junchao; Wang, Yongyue; Gao, Fei; Zhang, Zhining; Liu, Huan^*. Impacts of vehicle emission on air quality and human health in China. Science of The Total Environment. 2022,813,152655.

38. Zhang, Zhining^#; Man, Hanyang^#; Duan, Fengkui; Lv, Zhaofeng; Zheng, Song-Xin; Zhao, Junchao; Huang, Feifan; Luo, Zhenyu; He, Kebin; Liu, Huan^*. Evaluation of the VOC pollution pattern and emission characteristics during the Beijing resurgence of COVID-19 in summer 2020 based on the measurement of PTR-ToF-MS. Environmental Research Letters. 2022,17,024002.

39. 谢永顺, 何廷堃, 易文, 彭鑫, 刘欢^*. 中国铁矿石海运输入格局解析及通道风险评估, 自然资源学报, 2023, 38(11): 2741-2756.

40. 王永越, 张芷宁, 罗震宇, 何廷堃, 刘欢^*, 段雷, 陆克定, 刘诚, 李晓倩, 吴丰昌, 张远航,刘文清, 贺克斌^*.环境空气质量基准和标准制定方法及其对我国的启示,科学通报,2022,67(27):3324–3339.