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王学军

职称:教授

研究方向:微量有毒污染物的区域环境过程,资源与环境管理

通讯地址:北京大学城市与环境学院

Tel: 010-62759190 Fax:010-62759190
Email:xjwang@urban.pku.edu.cn;
wangxuejun@pku.edu.cn

个人简历 人才培养 科学研究 教研成果

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个人简历

主要基础科学研究领域

从事环境科学研究,主要研究领域为微量有毒污染物的区域环境过程。

近期主要从微观和宏观的不同尺度上,利用化学、地学、生物学、数学和计算机等多种手段,研究环境各介质(土壤、沉积物、水体、大气、生物)中微量有毒污染物(主要侧重汞)的来源、分布、迁移转化,以及健康和生态风险。

此外也从事资源与环境管理研究,包括环境经济分析,资源与环境政策研究,利用投入产出、物质流与生命周期分析方法开展资源环境管理研究等。

教育经历

北京大学本科、博士(直博),加州大学伯克利分校访问学者

工作经历

1999-现在:北京大学城市与环境学院教授,博士生导师

社会服务工作

现任:

北京大学城市与环境学院资源与环境管理研究中心主任

北京大学理学部学术委员会委员

Environmental Geochemistry and Health、Sustainability Accounting, Management and Policy Journal、Journal of Environmental Sciences、农业环境科学学报、生态与农村环境学报等期刊编委

曾任:

地表过程分析与模拟教育部重点实验室常务副主任

中国地理学会环境地理专业委员会主任

国务院学位委员会学科评议组成员

荣誉与奖励

享受国务院政府特殊津贴

2018年北京大学十佳教师

2005年获得国家杰出青年科学基金

2003年获得教育部自然科学一等奖

2001年入选“高等学校优秀青年教师教学科研奖励计划”,获高校青年教师奖

2000年入选“教育部骨干教师培养计划”

1995年入选“国家教委跨世纪人才培养计划”

近年毕业生去向

博士            

张倩茹    2022       北京大学博雅博士后

张浩然    2021       英国University College London博士后

林慧铭    2021       北京大学博雅博士后

于铖浩    2021       浙江工业大学师资博士后

谢涵       2020       上海生态环境局

刘茂甸    2019       耶鲁大学


陈龙       2016       华东师范大学

欧浪波    2015       ERM环境资源管理咨询公司

童银栋    2014       天津大学

鞠莉       2013       北京大学

李爱民    2010       建设部中国城市科学研究会

叶友斌    2010       京诚嘉宇环境科技有限公司

胡俊栋    2010       国家地质实验测试中心

张巍       2009       中国人民大学

王开颜    2009       解放军总装备部环保研究所

戴永宁    2007       北京大学

罗定贵    2006       广州大学环境科学与工程学院

刘瑞民    2004       北京师范大学环境学院

陈静       2004       华中科技大学环境科学与工程学院

黄英娜    2003       深圳市发改局城市发展研究中心

李素菊    2003       国家民政部减灾中心

硕士            

郑钞月    2022       建设银行总行

程梦涵    2021       北京市平谷区生态环境局

孙颖莉    2021       北京市

施赛男    2019       南通市选调专项

杨雯       2018       生态环境部政研中心

邓春燕    2017       成都市锦江区委组织部

叶雪洁    2016       中国航空油料集团有限公司

杨天骏    2015       中国石油海洋工程有限公司

陈岑       2014       天津计量科学研究院

胡丹       2013       北京雪迪龙科技股份有限公司

魏文       2012       中国建设银行海南分行

刘志刚    2011       湖南晟通科技集团

张俊       2010       融智贝能科技(北京)有限公司

沈亚婷    2009       国家地质实验测试中心

李文慧    2009       中信国际合作公司

张树才    2008       中国石化安全工程研究院

沈琼       2007       上海市海事局

高艳       2007       英国碳资源管理有限公司

蒋颖       2006       国家开发银行贵州省分行

胡连伍    2006       清华规划院

吴敏       2005       昆明理工大学

朴秀英    2004       农业部农药检测所

吴倩       2004       国家信息中心中国经济信息网

郑一       2002       加州大学圣芭芭拉分校

张巍       2002       ERM环境资源管理咨询公司

李莹       2002       北卡罗来纳大学

刘瑞民    2001       北京大学

本科生          

陈宇昂    2022       麻省理工学院

张志皓    2021       斯坦福大学

周韫卓    2020       北京大学

袁鎏亮    2019       香港科技大学

蔡兴瑞    2019       北京大学

郑钞月    2019       北京大学

苑雯       2018       加州大学戴维斯分校

刘思亮    2017       哥伦比亚大学

何毅鹏    2017       康涅狄格大学

张悦       2016       卡内基梅隆大学

林慧铭    2016       北京大学

郭昊丽    2015       斯坦福大学

胡歆笛    2014       哈佛大学


在研的主要项目:

产品全生命周期识别溯源体系及绩效评价技术,科技部重点研发计划项目,主持

全球和区域土壤水力侵蚀作用下的地表汞向河流、湖泊和近海传输通量及其影响因素研究,国家自然科学基金面上项目,主持

区域环境污染的生态健康风险,国家自然科学基金创新研究群体项目,参加

中国与南向周边国家大气汞区域传输过程,国家自然科学基金重点项目,主持

中国陆源入海汞通量的估算与近海海域汞的归趋模拟,国家自然科学基金面上项目,主持

基于排放-健康-社会经济关系综合分析的北京地区大气污染治理方案研究,国家自然科学基金国际(地区)合作与交流项目,参加

近期发表的文章:


Liu MD, Xiao WJ, Zhang QR, Yuan SL, Raymond P, Chen JB, Liu JF, Tao S, Xu YP, Wang XJ. Substantial accumulation of mercury in the deepest parts of the ocean and implications for the environmental mercury cycle. Proceedings of the National Academy of Sciences of the United States of America, 118(2021) e2102629118

Lin HM, Tong YD, Yu CH, Chen L, Yin XF, Zhang QG, Kang SC, Luo L, Schauer J, de Foy B, Wang XJ. First observation of mercury species on an important water vapor channel in the southeast Tibetan Plateau. Atmospheric Chemistry and Physics, 22(2022) 2651-2668

Chen YA, Zhang QR, Cai XR, Zhang HR, Lin HM, Zheng CY, Guo ZQ, Hu SY, Chen L, Tao S, Liu MD, Wang XJ. Rapid increase in China’s industrial ammonia emissions: evidence from unit-based mapping. Environmental Science & Technology, 56(2022) 3375-3385

Yu CH, Liu MD, Guo JM, Lin HM, Yan YY, Zhang QR, Cheng MH, Lu YF, Sun XJ, Wang XJ, Pan XL. Transport of mercury in a regulated high-sediment river and its input to marginal seas. Water Research, 214(2022) 118211

Liu, M.D.; Zhang, Q.R.; Maavara, T.; Liu, S.D., Wang, X.J.; Raymond, P., Rivers as the largest source of mercury to coastal oceans worldwide, Nature Geoscience, 14(2021) 672-677

Zhang, Z. H.; Chen, L.; Cheng, M. H.; Liu, M. D.; Wang, X. J., Biotransport of mercury and human methylmercury exposure through crabs in China–A life cycle-based analysis, Journal of Hazardous Materials 2021, 415, 125684.

Zheng, C. Y.; Zhang, H. R.; Cai, X. R.; Chen, L.; Liu, M. D.; Lin, H. M.; Wang, X. J., Characteristics of CO2 and atmospheric pollutant emissions from China's cement industry: A life-cycle perspective. Journal of Cleaner Production 2021, 282.

Zhang, Y. Z.; Liu, J. F.; Tao, W.; Xiang, S. L.; Liu, H. Z.; Yi, K.; Yang, H. Z.; Xu, J. Y.; Wang, Y. Q.; Ma, J. M.; Wang, X. J.; Hu, J. Y.; Wan, Y.; Wang, X. L.; Tao, S., Impacts of chlorine emissions on secondary pollutants in China. Atmospheric Environment 2021, 246.

Yu, C. H.; Xu, Y. P.; Yan, Y. Y.; Xiao, W. J.; Liu, M. D.; Cheng, M. H.; He, W.; Xu, F. L.; Wang, X. J., Mercury and methylmercury in China's lake sediments and first estimation of mercury burial fluxes. Science of the Total Environment 2021, 770.

Yu, C. H.; Xiao, W. J.; Xu, Y. P.; Sun, X. J.; Li, M. Y.; Lin, H. M.; Tong, Y. D.; Xie, H.; Wang, X. J., Spatial-temporal characteristics of mercury and methylmercury in marine sediment under the combined influences of river input and coastal currents. Chemosphere 2021, 274.

Yang, Q.; Hu, X. R.; Wang, Y. Q.; Liu, Y.; Liu, J. F.; Ma, J. F.; Wang, X. J.; Wan, Y.; Hu, J. Y.; Zhang, Z. B.; Wang, X. L.; Tao, S., Comparison of the impact of China's railway investment and road investment on the economy and air pollution emissions. Journal of Cleaner Production 2021, 293.

Tong, Y. D.; Zhang, H. F.; Lin, H. M.; de Foy, B.; Chen, L.; Zhang, W.; Wang, X. J.; Guan, C. F., A potential route for photolytic reduction of HgCl2 and HgBr2 in dry air and analysis about the impacts from Ozone. Atmospheric Research 2021, 249.

Tong, Y. D.; Xu, X. W.; Qi, M.; Sun, J. J.; Zhang, Y. Y.; Zhang, W.; Wang, M. Z.; Wang, X. J.; Zhang, Y., Lake warming intensifies the seasonal pattern of internal nutrient cycling in the eutrophic lake and potential impacts on algal blooms. Water Research 2021, 188.

Li, R. X.; Zhang, H. R.; Chen, H.; Zhang, Y.; Li, Z. B.; Zhao, J.; Wang, X. J.; Wang, H. R., Hybrid techno-economic and environmental assessment of adiabatic compressed air energy storage system in China-Situation. Applied Thermal Engineering 2021, 186.

Cheng, M. H.; Liu, M. D.; Li, D.; Luo, Q.; Zhang, Z. H.; Yuan, L. L.; Yu, C. H.; Xie, H.; Lin, H. M.; Zhang, Q. R.; Ji, D.; Wang, X. J., Human Methylmercury Exposure and Potential Impacts in Central Tibet: Food and Traditional Tibetan Medicine. Bulletin of Environmental Contamination and Toxicology 2021.

Zhang, X. Y.; Qi, M.; Chen, L.; Wu, T. Y.; Zhang, W.; Wang, X. J.; Tong, Y. D., Recent change in nutrient discharge from municipal wastewater in China's coastal cities and implication for nutrient balance in the nearshore waters. Estuarine Coastal and Shelf Science 2020, 242.

Zhang, Q. R.; Tong, P. F.; Liu, M. D.; Lin, H. M.; Yun, X.; Zhang, H. R.; Tao, W.; Liu, J. F.; Wang, S. X.; Tao, S.; Wang, X. J., A WRF-Chem model-based future vehicle emission control policy simulation and assessment for the Beijing-Tianjin-Hebei region, China. Journal of Environmental Management 2020, 253.

Yun, X.; Shen, G. F.; Shen, H. Z.; Meng, W. J.; Chen, Y. L.; Xu, H. R.; Ren, Y.; Zhong, Q. R.; Du, W.; Ma, J. M.; Cheng, H. F.; Wang, X. L.; Liu, J. F.; Wang, X. J.; Li, B. G.; Hu, J. Y.; Wan, Y.; Tao, S., Residential solid fuel emissions contribute significantly to air pollution and associated health impacts in China. Science Advances 2020, 6, (44).

Xiang, S. L.; Liu, J. F.; Tao, W.; Yi, K.; Xu, J. Y.; Hu, X. R.; Liu, H. Z.; Wang, Y. Q.; Zhang, Y. Z.; Yang, H. Z.; Hu, J. Y.; Wan, Y.; Wang, X. J.; Ma, J. M.; Wang, X. L.; Tao, S., Control of both PM2.5 and O-3 in Beijing-Tianjin-Hebei and the surrounding areas. Atmospheric Environment 2020, 224.

Wang, Y. Q.; Yang, H. Z.; Liu, J. F.; Xu, Y.; Wang, X. J.; Ma, J. M.; Xu, J. Y.; Yi, K.; Tao, S., Analysis of multiple drivers of air pollution emissions in China via interregional trade. Journal of Cleaner Production 2020, 244.

Tong, Y. D.; Wang, M. Z.; Penuelas, J.; Liu, X. Y.; Paerl, H. W.; Elser, J. J.; Sardans, J.; Couture, R. M.; Larssen, T.; Hu, H. Y.; Dong, X.; He, W.; Zhang, W.; Wang, X. J.; Zhang, Y.; Liu, Y.; Zeng, S. Y.; Kong, X. Z.; Janssen, A. B. G.; Lin, Y., Improvement in municipal wastewater treatment alters lake nitrogen to phosphorus ratios in populated regions. Proceedings of the National Academy of Sciences of the United States of America 2020, 117, (21), 11566-11572.

Tong, P. F.; Zhang, Q. R.; Lin, H. M.; Jian, X. H.; Wang, X. J., Simulation of the impact of the emergency control measures on the reduction of air pollutants: a case study of APEC blue. Environmental Monitoring and Assessment 2020, 192, (2).

Lu, C. X.; Xu, H. R.; Meng, W. J.; Hou, W. Y.; Zhang, W. X.; Shen, G. F.; Cheng, H. F.; Wang, X. J.; Wang, X. L.; Tao, S., A novel model for regional indoor PM2.5 quantification with both external and internal contributions included. Environment International 2020, 145.

Liu, M. D.; Xiao, W. J.; Zhang, Q. R.; Shi, L. L.; Wang, X. J.; Xu, Y. P., Methylmercury Bioaccumulation in Deepest Ocean Fauna: Implications for Ocean Mercury Biotransport through Food Webs. Environmental Science & Technology Letters 2020, 7, (7), 469-476.

Liu, M. D.; He, Y. P.; Baumann, Z.; Zhang, Q. R.; Jing, X.; Mason, R. P.; Xie, H.; Shen, H. Z.; Chen, L.; Zhang, W.; Zhang, Q. G.; Wang, X. J., The impact of the Three Gorges Dam on the fate of metal contaminants across the river-ocean continuum. Water Research 2020, 185.

Liu, M. D.; Cheng, M. H.; Zhang, Q. R.; Hansen, G.; He, Y. P.; Yu, C. H.; Lin, H. M.; Zhang, H. R.; Wang, X. J., Significant elevation of human methylmercury exposure induced by the food trade in Beijing, a developing megacity. Environment International 2020, 135.

Li, L. L.; Wang, X. J.; Fu, H. Y.; Qu, X. L.; Chen, J. B.; Tao, S.; Zhu, D. Q., Dissolved Black Carbon Facilitates Photoreduction of Hg(II) to Hg(0) and Reduces Mercury Uptake by Lettuce (Lactuca sativa L.). Environmental Science & Technology 2020, 54, (18), 11137-11145.

Hu, X. R.; Liu, J. F.; Yang, H. Z.; Meng, J.; Wang, X. J.; Ma, J. M.; Tao, S., Impacts of Potential China's Environmental Protection Tax Reforms on Provincial Air Pollution Emissions and Economy. Earths Future 2020, 8, (4).

Du, P.; Zhang, L. R.; Ma, Y. T.; Li, X. Y.; Wang, Z. L.; Mao, K.; Wang, N.; Li, Y.; He, J.; Zhang, X.; Hao, F. H.; Li, X. Q.; Liu, M. D.; Wang, X. J., Occurrence and Fate of Heavy Metals in Municipal Wastewater in Heilongjiang Province, China: A Monthly Reconnaissance from 2015 to 2017. Water 2020, 12, (3).

Chen, L.; Liang, S.; Zhang, H. R.; Cai, X. R.; Chen, Y. C.; Liu, M. D.; Lin, H. M.; Li, Y. M.; Qi, J. C.; Tong, Y. D.; Zhang, W.; Wang, X. J.; Shu, J., Rapid Increase in Cement-Related Mercury Emissions and Deposition in China during 2005-2015. Environmental Science & Technology 2020, 54, (22), 14204-14214.

Cai, X. R.; Cai, B. F.; Zhang, H. R.; Chen, L.; Zheng, C. Y.; Tong, P. F.; Lin, H. M.; Zhang, Q. R.; Liu, M. D.; Tong, Y. D.; Wang, X. J., Establishment of High-Resolution Atmospheric Mercury Emission Inventories for Chinese Cement Plants Based on the Mass Balance Method. Environmental Science & Technology 2020, 54, (21), 13399-13408.

Zhang, H. R.; Li, R. X.; Chen, B.; Lin, H. M.; Zhang, Q. R.; Liu, M. D.; Chen, L.; Wang, X. J., Evolution of the life cycle primary PM2.5 emissions in globalized production systems. Environment International 2019, 131.

Zhang, H. R.; He, K. H.; Wang, X. J.; Hertwich, E. G., Tracing the Uncertain Chinese Mercury Footprint within the Global Supply Chain Using a Stochastic, Nested Input-Output Model. Environmental Science & Technology 2019, 53, (12), 6814-6823.

Yi, K.; Liu, J. F.; Wang, X. J.; Ma, J. M.; Hu, J. Y.; Wan, Y.; Xu, J. Y.; Yang, H. Z.; Liu, H. Z.; Xiang, S. L.; Tao, S., A combined Arctic-tropical climate pattern controlling the inter annual climate variability of wintertime PM2.5 over the North China Plain. Environmental Pollution 2019, 245, 607-615.

Xu, Y.; Zhong, Q. R.; Yun, X.; Shen, H. Z.; Shen, G. F.; Liu, J. F.; Ma, J. M.; Hu, J. Y.; Wan, Y.; Wang, X. J.; Tian, C. G.; Tao, S., PM2.5-Associated Health Impacts of Beehive Coke Oven Ban in China. Environmental Science & Technology 2019, 53, (19), 11337-11344.

Xie, H.; Liu, M. D.; He, Y. P.; Lin, H. M.; Yu, C. H.; Deng, C. Y.; Wang, X. J., An experimental study of the impacts of solar radiation and temperature on mercury emission from different natural soils across China. Environmental Monitoring and Assessment 2019, 191, (9).

Wang, M. Z.; Xu, X. W.; Wu, Z.; Zhang, X. Q.; Sun, P. Z.; Wen, Y. T.; Wang, Z.; Lu, X. B.; Zhang, W.; Wang, X. J.; Tong, Y. D., Seasonal Pattern of Nutrient Limitation in a Eutrophic Lake and Quantitative Analysis of the Impacts from Internal Nutrient Cycling. Environmental Science & Technology 2019, 53, (23), 13675-13686.

Tong, Y. D.; Li, J. Q.; Qi, M.; Zhang, X. Y.; Wang, M. Z.; Liu, X. Y.; Zhang, W.; Wang, X. J.; Lu, Y. R.; Lin, Y., Impacts of water residence time on nitrogen budget of lakes and reservoirs. Science of the Total Environment 2019, 646, 75-83.

Sun, Y. L.; Lv, G. K.; Zhang, H. F.; Zhang, X. Q.; Bu, X. G.; Wang, X. J.; Zhang, W.; Tong, Y. D., Characteristics of Speciated Mercury Emissions from Coal Combustion in Air and Oxygen-Enriched Environment. Bulletin of Environmental Contamination and Toxicology 2019, 102, (5), 695-700.

Shi, Z. B.; Vu, T.; Kotthaus, S.; Harrison, R. M.; Grimmond, S.; Yue, S.; Zhu, T.; Lee, J.; Han, Y.; Demuzere, M.; Dunmore, R. E.; Ren, L. J.; Liu, D.; Wang, Y. L.; Wild, O.; Allan, J.; Acton, W. J.; Barlow, J.; Barratt, B.; Beddows, D.; Bloss, W. J.; Calzolai, G.; Carruthers, D.; Carslaw, D. C.; Chan, Q.; Chatzidiakou, L.; Chen, Y.; Crilley, L.; Coe, H.; Dai, T.; Doherty, R.; Duan, F.; Fu, P.; Ge, B.; Ge, M.; Guan, D.; Hamilton, J. F.; He, K.; Heal, M.; Heard, D.; Hewitt, C. N.; Hollaway, M.; Hu, M.; Ji, D.; Jiang, X. J.; Jones, R.; Kalberer, M.; Kelly, F. J.; Kramer, L.; Langford, B.; Lin, C.; Lewis, A. C.; Li, J.; Li, W.; Liu, H.; Liu, J. F.; Loh, M.; Lu, K. D.; Lucarelli, F.; Mann, G.; McFiggans, G.; Miller, M. R.; Mills, G.; Monk, P.; Nemitz, E.; O'Connor, F.; Bin, O.; Palmer, P. I.; Percival, C.; Popoola, O.; Reeves, C.; Rickard, A. R.; Shao, L. Y.; Shi, G. Y.; Spracklen, D.; Stevenson, D.; Sun, Y.; Sun, Z. W.; Tao, S.; Tong, S. R.; Wang, Q. Q.; Wang, W. H.; Wang, X. M.; Wang, X. J.; Wang, Z. F.; Wei, L. F.; Whalley, L.; Wu, X. F.; Wu, Z. J.; Xie, P. H.; Yang, F. M.; Zhang, Q.; Zhang, Y. L.; Zhang, Y. H.; Zheng, M., Introduction to the special issue "In-depth study of air pollution sources and processes within Beijing and its surrounding region (APHH-Beijing)". Atmospheric Chemistry and Physics 2019, 19, (11), 7519-7546.

Shi, S. N.; Zhang, H. R.; Yang, W.; Zhang, Q. R.; Wang, X. J., A life-cycle assessment of battery electric and internal combustion engine vehicles: A case in Hebei Province, China. Journal of Cleaner Production 2019, 228, 606-618.

Meng, J.; Yang, H. Z.; Yi, K.; Liu, J. F.; Guan, D. B.; Liu, Z.; Mi, Z. F.; Coffman, D.; Wang, X. J.; Zhong, Q. R.; Huang, T. B.; Meng, W. J.; Tao, S., The Slowdown in Global Air-Pollutant Emission Growth and Driving Factors. One Earth 2019, 1, (1), 138-148.

Luo, Q.; Gao, X.; Hu, Y. N.; Lin, K. D.; Wang, X. J.; Cheng, H. F., Determination of methylmercury in rice using microwave-assisted extraction coupled with thermal decomposition amalgamation atomic absorption spectrometry (MAE-TDA-AAS). Analytical Methods 2019, 11, (10), 1361-1370.

Liu, M. D.; Zhang, Q. R.; Ge, S. D.; Mason, R. P.; Luo, Y.; He, Y. P.; Xie, H.; Sa, R.; Chen, L.; Wang, X. J., Rapid Increase in the Lateral Transport of Trace Elements Induced by Soil Erosion in Major Karst Regions in China. Environmental Science & Technology 2019, 53, (8), 4206-4214.

Liu, M. D.; Zhang, Q. R.; Cheng, M. H.; He, Y. P.; Chen, L.; Zhang, H. R.; Cao, H. L.; Shen, H. Z.; Zhang, W.; Tao, S.; Wang, X. J., Rice life cycle-based global mercury biotransport and human methylmercury exposure. Nature Communications 2019, 10.

Liu, M. D.; Xie, H.; He, Y. P.; Zhang, Q. R.; Sun, X. J.; Yu, C. H.; Chen, L.; Zhang, W.; Zhang, Q. G.; Wang, X. J., Sources and transport of methylmercury in the Yangtze River and the impact of the Three Gorges Dam. Water Research 2019, 166.

Liu, M. D.; Baumann, Z.; He, Y. P.; Mason, R. P.; Wang, X. J., Reply to Comment on "Traditional Tibetan Medicine Induced High Methylmercury Exposure Level and Environmental Mercury Burden in Tibet, China". Environmental Science & Technology 2019, 53, (21), 12956-12958.

Liu, H. Y.; Leng, S. Y.; He, C. F.; Peng, J.; Piao, S. L.; Wang, X. J., China's road towards sustainable development: Geography bridges science and solution. Progress in Physical Geography-Earth and Environment 2019, 43, (5), 694-706.

Lin, H. M.; Tong, Y. D.; Yin, X. F.; Zhang, Q. G.; Zhang, H.; Zhang, H. R.; Chen, L.; Kang, S. C.; Zhang, W.; Schauer, J.; de Foy, B.; Bu, X. G.; Wang, X. J., First measurement of atmospheric mercury species in Qomolangma Natural Nature Preserve, Tibetan Plateau, and evidence of transboundary pollutant invasion. Atmospheric Chemistry and Physics 2019, 19, (2), 1373-1391.

Li, Y.; Guan, D. B.; Yu, Y. N.; Westland, S.; Wang, D. O.; Meng, J.; Wang, X. J.; He, K. B.; Tao, S., A psychophysical measurement on subjective well-being and air pollution. Nature Communications 2019, 10.

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