研究兴趣和领域

空气污染、气候变化与健康；机器学习、因果推断在环境领域的应用；环境与健康大数据研究。

教育经历

• 2014/09-2017/07 中国疾病预防控制中心传染病预防控制所，博士

• 2010/09-2013/07 南方医科大学公共卫生学院，硕士

• 2006/09-2010/07 南方医科大学公共卫生学院，本科

工作经历

• 2017/08-至今 暨南大学环境与气候研究院 副教授

• 2019/09-2020/10 法国国家健康与医学研究院（INSERM）博士后访问学者（法方资助），导师：Bénédicte Jacquemin

• 2018/07-2018/09 莫纳什大学公共卫生与预防医学系，访问学者，导师：郭玉明

• 2016/11-2016/12 荷兰马斯特里赫特大学公共健康与生命科学系，访问学者  

• 2013/08-2014/05 广东省生物制品与药物研究所，统计师

科研项目与发表

主要从事气候变化、极端天气事件、空气污染等对我国人群健康的风险评估研究，以及统计学方法在环境领域的应用研究。现主持国家重点研发计划子任务、国家自然科学基金、广东省自然科学基金面上项目6项。至今，在国际知名期刊发表学术论文67篇，其中第一或通讯作者SCI论文29篇，包括：Nature Communications, Environment International, Journal of Cleaner Production, Heart, Environmental Pollution, Science of the Total Environment等；H-index为28，文章被引用2200余次，2篇文章入选ESI高被引论文。《柳叶刀健康与气候变化倒计时2020：中国报告》执笔作者，另外参编教材或论著5本，并担任多个SCI杂志的评审专家。

（一）学术论著

1. Jun Yang(通讯作者),Maigeng Zhou, Zhoupeng Ren, et al. Projecting heat-related excess mortality under climate change scenarios in China. Nature Communications, 2021. (接收)

2.  Jun Yang, Chun-Quan Ou, Yan Ding, et al.Daily temperature and mortality: a study of distributed lag non-linear effect and effect modification in Guangzhou.Environ Health, 2012, 11: 63.

3.  Jun Yang, Hua-Zhang Liu, Chun-Quan Ou, et al. Global climate change:  Impact of Diurnal Temperature Range on Mortality in Guangzhou, China. Environ Pollution, 2013, 175: 131-136.

4.  Jun Yang, Hua-Zhang Liu, Chun-Quan Ou, et al. The Impact of the 2005 heat wave on mortality in Guangzhou, China. Biomed Environ Sci, 2013, 26: 647-654.

5.  Jun Yang, Chun-Quan Ou, Yuming Guo, et al. The burden of ambient temperature on years of life lost in Guangzhou, China. Scientific Reports, 2015, 5: 12250.

6.  Jun Yang, Peng Yin, Maigeng Zhou, et al. Cardiovascular mortality risk attributable to ambient temperature in China. Heart, 2015, 101: 1966-72. (Commentary by Helena Marti-Soler and Pedro Marques-Vidal. 杂志当期发表专门评论性文章)

7.  Jun Yang, Peng Yin, Maigeng Zhou, et al. The effect of ambient temperature on diabetes mortality in China: a multi-city time series study. Sci of Total Environ, 2015, 543: 75-82.

8.  Jun Yang, Peng Yin, Maigeng Zhou, et al. The burden of stroke mortality attributable to cold and hot ambient temperatures: Epidemiological evidence from China. Environ Int, 2016, 92-93: 232-238.

9.  Jun Yang, Chun-Quan Ou, Yu-Feng Song, et al. Estimating years of life lost from cardiovascular mortality related to air pollution in Guangzhou, China. Sci of Total Environ, 2016, 573: 1566-1572.

10. Jun Yang, Maigeng Zhou, Chun-Quan Ou, et al. Seasonal variations of temperature-related mortality burden from cardiovascular disease and myocardial infarction in China. Environ Pollution, 2017, 224: 400-406.

11. Jun Yang, Maigeng Zhou, Mengmeng Li, et al. Diurnal temperature range in relation to death from stroke in China. Environ Res, 2018, 164: 669-675.

12. Jun Yang, Maigeng Zhou, Mengmeng Li, et al. Vulnerability to the impact of temperature variability on mortality in 31 major Chinese cities. Environ Pollution, 2018, 239: 631-637.

13.  Jun Yang, Peng Yin, Jimin Sun, et al. Heatwave and mortality in 31 major Chinese cities: Definition, vulnerability and implications. Science of The Total Environment, 2019, 649: 695-702.

14.  Jun Yang (通讯作者), Maigeng Zhou, Fengying Zhang, et al. Diabetes mortality burden attributable to short-term effect of PM10 in China. Environmental Science and Pollution Research, 2020, 27: 18784-18792.

15. Jun Yang (通讯作者), Maigeng Zhou, Mengmeng Li, Peng Yin, Jianlin Hu, Chunlin Zhang, Hao Wang, Qiyong Liu, Boguang Wang. Fine particulate matter constituents and cause-specific mortality in China: A nationwide modelling study. Environ Int, 2020, 143: 105927.

16. Mengmeng Li, Maigeng Zhou, Jun Yang (通讯作者), et al. Temperature, Temperature Extremes and Cause-specific Respiratory Mortality in China: A Multi-city Time Series Analysis. Air Quality, Atmosphere & Health, 2019, 12: 539-548. (IF: 2.87)

17. Jinjian Chen, Jun Yang (通讯作者), Maigeng Zhou, et al. Cold spell and mortality in 31 Chinese capital cities: Definitions, vulnerability and implications. Environ Int, 2019, 128: 271-278.

18. Renchao Chen, Jun Yang (通讯作者), Chunlin Zhang, et al. Global associations of air pollution and conjunctivitis diseases: a systematic review and meta-analysis. Int J Environ Res Public Health, 2019, 16: 3652.

19. Mengmeng Li, Hang Dong, Boguang Wang, Wenlong Zhao, Mohammad Javad Zare Sakhvidi, Li Li, Guozhen Lin, Jun Yang (通讯作者). Association between ambient ozone pollution and mortality from a spectrum of causes in Guangzhou, China. Sci of Total Environ, 2021, 754: 142110.

20. Stéphanie Bergmann, Bixia Li, Eva Pilot, Renchao Chen, Boguang Wang, Jun Yang (通讯作者).Effect modification of the short-term effects of air pollution on morbidity by season: a systematic review and meta-analysis. Sci of Total Environ, 2020, 716: 136985.

21. Shaohua Gu, Liang Zhang, Shiqiang Sun, Xiaofeng Wang, Beibei Lu, Hangtao Han, Jun Yang(通讯作者), Aihong Wang. Projections of temperature-related cause-specific mortality under climate change scenarios in a coastal city of China. Environ Int, 2020, 143: 105889.

22. Jinjian Chen, Maigeng Zhou, Jun Yang(通讯作者), et al. The modifying effects of heat and cold wave characteristics on cardiovascular mortality in 31 major Chinese cities. Environ Res Lett, 2020, 15: 10.

23. Zhou Yang, Jun Yang(通讯作者), Mengmeng Li, Jinjian Chen, Chun-Quan Ou. Nonlinear and lagged meteorological effects on daily levels of ambient PM2.5 and O3: Evidence from 284 Chinese cities. Journal of Cleaner Production, 2021, 278: 123931.

24. Jinjian Chen, Hang Dong, Jun Yang(通讯作者), Li Li, Jieqi Jin, Zhou Yang, Guozhen Lin, Chun-Quan Ou. The impact of cold spell on mortality from a wide spectrum of diseases in Guangzhou, China. Environ Res Lett, 2021, 16:: 015009.

25. Chenchao Ma, Jun Yang (同等贡献第一作者), Shoji F. Nakayama, et al. The association between temperature variability and cause-specific mortality: Evidence from 47 Japanese prefectures during 1972–2015. Environ Int, 2019, 127: 125-133.

26. Renchao Chen, Jun Yang (同等贡献第一作者), Di Chen, et al. Air pollution and hospital outpatient visits for conjunctivitis: A time-series analysis in Tai’an, China. Environmental Science and Pollution Research, 2021: 11762.

27. Li Li, Jun Yang (同等贡献第一作者), Yue-Feng Song, et al. The burden of COPD mortality due to ambient air pollution in Guangzhou. Scientific Reports, 2016, 6: 25900.

28. Shaohua Gu, Jun Yang (同等贡献第一作者), Alistair Woodward, et al. The short-term effect of visibility and haze on mortality in a coastal city of China: a time-series study. Int J Environ Res Public Health, 2017, 14:1419.

29. Jimin Sun, Liang Lu, Jun Yang (同等贡献第一作者), et al. Association between severe fever with thrombocytopenia syndrome incidence and ambient temperature. Am J Trop Med Heg, 2018, 98: 1478-1483.

30. Lei Xu, Leif C. Stige, Kung-Sik Chan, Jie Zhou, Jun Yang, et al. Climate variation drives dengue dynamics. PNAS, 2017, 114: 113-118.

31. Chun-Quan Ou, Yun-Feng Song, Jun Yang, et al.Excess Winter mortality and cold temperatures in a subtropical city, Guangzhou, China.Plos one, 2013, 8: e77150.

32. Ying-Xue Zhou, Zhi-Tao Zhao, Li Li, Cheng-Song Wan, Cheng-Hua Peng, Jun Yang, Chun-Quan Ou. Predictors of first-year GPA of medical students: a longitudinal study of 1285 matriculates in China. BMC Medical Education, 2014, 14:87.

33. Chun-Quan Ou, Jun Yang, Qiaoqun Ou, et al. The impact of relative humidity and atmospheric pressure on mortality in Guangzhou, China. Biomed Environ Sci, 2014, 27: 917-925.

34. Li Li, Jun Yang, Cui Guo, Pingyan Chen, Ou Chunquan, Yuming Guo. Particulate matter modifies the magnitude and time course of the non-linear temperature-mortality association. Environ Pollution, 2015:1-8.

35. Mengmeng Li, Shaohua Gu, Peng Bi, Jun Yang, Qiyong Liu. Heat waves and morbidity: current knowledge and further direction-A comprehensive literature review. Int J Environ Res and Public Health 2015, 12: 5256-5283.

36. Cui Guo, Lin Yang, Chun-Quan Ou, Li Li, Yan Zhuang, Jun Yang, et al. Malaria incidence from 2005-2013 and its associations with meteorological factors in Guangdong, China. Malaria Journal, 2015, 14: 116.

37. Shaowei Sang, Shaohua Gu, Peng Bi, Weizhong Yang, Zhicong Yang, Lei Xu, Jun Yang, et al. Predicting unprecedented dengue outbreak using imported cases and climatic factors in Guangzhou, 2014. PLoS Neglected Tropical Diseases, 2015, 9: e0003808.

38. Jing Li, Xin Xu, Guoyong Ding, Yun Zhao, Zhao Ruixia, Fuzhong Xue, Jing Li, Jinghong Gao, Jun Yang, Baofa Jiang, Qiyong Liu. A cross-sectional study of heat wave-related knowledge, attitude, and practice among the public in the Licheng district of Jinan city, China. Int J Environ Res Public Health, 2016, 13: 648.

39. Bin Chen, Jun Yang, Lei Luo, Zhicong Yang, Qiyong Liu. Who is vulnerable to dengue fever? A community survey of the 2014 outbreak in Guangzhou, China. Int. J. Environ. Res. Public Health, 2016, 13: 712.

40. Cui Guo, Jun Yang, Yuming Guo, et al. Short-term effects of meteorological factors on pediatric hand, foot, and mouth disease in Guangdong, China: a multi-city time-series analysis. BMCInfectious Disease, 2016, 16:1-9.

41. Rennie Xinrui Qin, Changchun Xiao, Yibin Zhu, Jing Li, Jun Yang, et al. The interactive effects between high temperature and air pollution on mortality: a time-series analysis in Hefei, China. Sci of Total Environ, 2017, 517: 1530-1537.

42. Jing Li, Alistair Woodward, Xiang-Yu Hou, Tong Zhu, Jinliang Zhang, Helen Brown, Jun Yang, et al. Modification of the effects of air pollutants on mortality by temperature: a systematic review and meta-analysis. Sci of Total Environ, 2017, 575: 1556-1570.

43. Jinghong Gao, Alistair Woodward, Sotiris Vardoulakis, Liping Li, Lei Xu, Jing Li, Jun Yang, et al. Haze, public health and mitigation measures in China: A review of the current evidence for further policy response. Sci of Total Environ, 2017, 578: 148-157.

44. Jimin Sun, Liang Lu, Haixia Wu, Jun Yang, et al. Epidemiological trends of dengue in mainland China, 2005-2015. Int J Infect Dis, 2017, 57: 86-91.

45. Jing Li, Xin Xu, Jun Yang, et al. Ambient high temperature and mortality in Jinan, China: A study of heat thresholds and vulnerable populations. Environ Res, 2017, 156: 657–664.

46. Jinghong Gao, Guozhang Xu, Wenjun Ma, Yong Zhang, Alistair Woodward, Sotiris Vardoulakis, Sari Kovats, Paul Wilkinson, Tianfeng He, Hualiang Lin, Tao Liu, Shaohua Gu, Jun Wang, Jun Yang, et al. Perceptions of health co-benefits in relation to greenhouse gas emission reductions: A survey among urban residents in three cities, China. Int J Environ Res Public Health, 2017, 14: 298.

47. Willemijn Vlieg, Ewout Fanoy, Liselotte van Asten, Xiaobo Liu, Jun Yang, et al. Comparing national infectious disease surveillance systems: China and the Netherlands. BMC Public Health, 2017, 17: 415.

48. Jimin Sun, Liang Lu, Haixia Wu, Jun Yang, et al. The changing epidemiological characteristics of severe fever with thrombocytopenia syndrome in China, 2011-2016. Scientific Reports, 2017, 7: 9236.

49. Jie Zeng, Xuehai Zhang, Jun Yang, Junzhe Bao, Hao Xiang, Keith Dear, Qiyong Liu, Shao Lin, Wayne R. Lawrence, Aihua Lin, Cunrui Huang. Humidity may modify the relationship between temperature and cardiovascular mortality in Zhejiang Province, China. Int J Environ Res Public Health, 2017, 14: 1383.

50. Yang Xia, Yuan Li, Dabo Guan, David Mendoza Tinoco, Jiangjiang Xia, Zhongwei Yan, Jun Yang, Qiyong Liu, Hong Huo. Assessment of the economic impacts of heat waves: A case study of Nanjing, China. Journal of Cleaner Production, 2018, 171: 811-819.

51. Jimin Sun, Liang Lu, Keke Liu, Jun Yang, et al. Forecast of severe fever with thrombocytopenia syndrome incidence with meteorological factors. Sci Total Environ, 2018, 626: 1188-1192.

52. Jimin Sun, Liang Lu, Keke Liu, Jun Yang, et al. Spatiotemporal patterns of severe fever with thrombocytopenia syndrome in China, 2011-2016. Ticks and Tick-borne Diseases, 2018, 9: 927-933.

53. Kejia Hu, Yuming Guo, Deyun Hu, Rongguang Du, Xuchao Yang, Jieming Zhong, Fangrong Fei, Gongbo Chen, Qi Zhao, Jun Yang, et al. Mortality burden attributable to PM1 in Zhejiang province, China. Environ Int, 2018, 121: 515-522.

54. Xiaole Liu, Dehui Kong, Jia Fu, Yongqiao Zhang, Yanbo Liu, Yakun Zhao, Hui Lian, Xiaoyi Zhao, Jun Yang, Zhongjie Fan. Association between extreme temperature and acute myocardial infarction hospital admissions in Beijing, China: 2013–2016. PloS ONE, 2018, 13 (10): e0204706.

55. Shaohua Gu, Ruixue Huang, Jun Yang, et al. Exposure-lag-response association between sunlight and schizophrenia in Ningbo, China. Environmental Pollution, 2019, 247: 285-292.

56. Zhaoyue Chen, Tianhao Zhang, Rong Zhang, Zhongmin Zhu, Jun Yang, et al. Extreme gradient boosting model to estimate PM2.5 concentrations with missing-filled satellite data in China. Atmospheric Environment, 2019, 202: 180-189.

57. Xiaobo Liu, Baimaciwang, Yujuan Yue, Haixia Wu, Pengcuociren, Yuhong Guo, Cirenwangla, Dongsheng Ren, Danzenggongga, Dazhen, Jun Yang, et al. Breeding Site Characteristics and Associated Factors of Culex pipiens Complex in Lhasa, Tibet, P. R. China. Int J Environ Res Public Health, 2019, 16: 1407.

58. Yanjun Wang, Anqian Wang, Jianqing Zhai, Hui Tao, Tong Jiang, Buda Su, Jun Yang, et al. Tens of thousands additional deaths annually in cities of China between 1.5 °C and 2.0 °C warming. Nature Communications, 2019, 10, 3376.

59. Li Qi, Yuan Gao, Jun Yang, et al. The burden of influenza and pneumonia mortality attributable to absolute humidity among elderly people in Chongqing, China, 2012–2018. Sci Total Environ, 2020, 716: 136682.

60. Yongqiao Zhang, Xiaole Liu, …, Jun Yang, Zhongjie Fan. Effects of Ambient Temperature on Acute Exacerbations of Chronic Obstructive Pulmonary Disease: Results from a Time-Series Analysis of 143318 Hospitalizations. International Journal of Chronic Obstructive Pulmonary Disease, 2020, 15: 213-223.

61. Chunlin Zhang, Hao Wang, Li Bai, Changda Wu, Liran Shen, Olli Sippula, Jun Yang, Lei Zhou, Congrong He, Jun Liu, Zoran Ristovski, Lidia Morawska, Boguang Wang. Should industrial bagasse-fired boilers be phased out in China? Journal of Cleaner Production, 2020, 265: 121716.

62. Yanlin Niu, Yuan Gao, Jun Yang, Li Qi, Tao Xue, Moning Guo, Jianpeng Zheng, Feng Lu, Jun Wang, Qiyong Liu. Short-term effect of apparent temperature on daily emergency visits for mental and behavioral disorders in Beijing, China: A time-series study. Sci Total Environ, 2020, 733: 139040.

63. Junliang Wu, Xu Wang, Hao Wang, Daocheng Gong, Jun Yang, Bin Jiang, Chunlin Zhang, Xuejiao Deng, Lei Zhou, Boguang Wang. Rapidly alleviating particulate matter pollution while maintaining high-speed economic development in the “world's factory”. Journal of Cleaner Production. 2020, 266: 121844.

64. Mengmeng Li, Yuanyuan Sun, Jun Yang, et al. Time trends and other sources of variation in Helicobacter pylori infection in mainland China: a systematic review and meta-analysis. Helicobacter, 2020, 25: e12729.

65. Zhao-Yue Chen, Jie-Qi Jin, Rong Zhang, Tian-Hao Zhang, Jin-Jian Chen, Jun Yang, Chun-Quan Ou, Yuming Guo. Comparison of different missing imputation methods for MAIAC AOD in estimating daily PM2.5 levels. Remote Sensing, 2020, 12: 3008.

66. Wenjia Cai, Chi Zhang, …, Jun Yang, et al. The 2020 China report of the Lancet Countdown on health and climate change. Lancet Public Health, 2020, 2667: 30256.

67. Xiaobo Liu, Keke Liu, Yujuan Yue, Haixia Wu, Shu Yang, Yuhong Guo, Dongsheng Ren, Ning Zhao, Jun Yang, Qiyong Liu. Determination of factors affecting dengue occurrence in representative areas of China: a principal component regression analysis. Frontiers in Public Health, 2020: 603872.

68. 杨军, 欧春泉, 丁研, 周映雪, 陈平雁. 广州市逐日死亡人数与气温关系的时间序列研究. 环境与健康杂志, 2012, 2: 126-138.

69. 杨军, 欧春泉, 丁研, 陈平雁. 分布滞后非线性模型. 中国卫生统计杂志, 2012, 5: 772-774.

70. 杨军, 欧春泉, 陈斌, 刘起勇. 1951-2012年北京市气象因素变化特征研究. 环境与健康杂志, 2014, 31: 395-398.

71. 陈金建, 杨军(通讯作者), 陈仁超，刘起勇，欧春泉. 非线性效应的多元meta分析及其应用. 中国卫生统计杂志, 2019, 6: 851-854.

72. 陈仁超, 杨军(通讯作者), 李碧霞, 陈金建, 吴俊良, 王伯光. 寒潮对我国人群死亡影响的Meta分析. 环境与健康杂志, 2019, 36: 1065-1070.

73. 郭貔, 周奕佚, 叶剑锋, 杨军, 陈晶等. 医科大学新生亚健康状况流行病学分析.中国公共卫生, 2009, 12: 1499-1500.

74. 梁英, 杨承东, 邓惠芳, 杨军. 地诺前列酮促胎膜早破孕妇宫颈成熟的临床研究. 中国妇幼保健杂志, 2013, 28: 3920-3922.

75. 吕晋, 王慧君, 杨清绪, 刘超, 陈玲, 裴小娟, 杨军. 福尔马林固定石蜡包埋组织3种DNA提取方法比较. 中国法医学杂志, 2013, 28: 239-241.

76. 李骊, 钱俊, 杨军, 欧春泉. 三种模型对广东省伤寒副伤寒逐月发病数预测的比较. 中国卫生统计, 2014, 31: 197-201.

77. 丁研, 杨军, 欧春泉, 刘华章, 林国帧, 刘莉. 寒潮对广州市居民逐日死亡率的影响. 环境与健康杂志, 2013, 11: 981-983.

78. 丁研, 吴德华, 刘莉, 杨军. 肝癌中结缔组织生长因子的研究进展. 广东医学, 2014, 8: 1265-1268.

79. 李丽丽, 刘起勇, 林华亮, 许磊, 黄少平, 杨军. 北京市房山区手足口病与气象因素的时间序列分析. 疾病监测, 2015, 6: 458-462.

80. 谷少华, 贾红英, 李萌萌, 杨军, 司春峰等. 济南市空气污染对呼吸系统疾病门诊量的影响. 环境与健康, 2015, 2: 95-98.

81. 雷马香, 林子雄, 杨军, 缪华章等. 广州地区日均气温与早产关系的时间序列研究. 华南预防医学, 2015, 4: 337-341.

82. 李丽丽, 刘起勇, 黄少平, 林华亮, 董瑞强, 许磊, 杨军. 气象因素对北京市房山区手足口病发病的短期效应研究. 国际病毒学杂志, 2015, 4: 217-221.

83. 林子雄, 缪华章, 姚健, 李诗韵, 马远珠, 梁志江, 吴云涛,徐昊立, 雷马香, 阮海燕, 杨军, 赵庆国. 广州地区气象因素对早产影响的时间序列研究. 环境与健康杂志, 2016, 33: 138-142.

84. 李静, 罗书全, 丁贤彬, 杨军, 李京, 刘小波等. 重庆市逐日温度对人群死亡及寿命损失年影响的研究.中华流行病学杂志, 2016, 3: 375-380.

85. 陈斌, 杨军, 桑少伟等. 广州市登革热疫情响应与适应机制定性研究. 中国媒介生物及控制学杂志, 2016, 3: 216-219.

86. 潘洁, 杨军, 李萌萌等. 分布滞后非线性模型在气象因素对手足口病发病影响研究中的应用. 环境与健康, 2016, 5: 377-380.

87. 段恒璐, 杨军, 王义冠等. 不同温度下白纹伊蚊成蚊生存时间比较研究. 中国媒介生物及控制学杂志, 2017, 28: 205-208.

88. 丘俊涛, 张良, 罗新锦, 杨军等. 主动脉夹层的发生与气候变化的相关性研究. 中华外科杂志, 2018, 56: 74-77.

89. 丘俊涛, 于存涛, 罗新锦, 杨军, 刘燊, 姜文翔等. 气候变化对主动脉夹层发生的影响. 中国胸心血管外科临床杂志, 2018, 25(6): 482-488.

90. 李京, 王创新, 胥欣, 杨军等. 气温对2007~2013年济南市人群慢性非传染性疾病死亡的归因风险研究. 山东大学学报（医学版）, 2018, 56: 76-87.

91. 姚倩, 沈丽冉, 张春林, 白莉, 黄江荣, 刘军, 杨军, 王好, 王伯光. 不同燃料类型锅炉羰基化合物的排放特征. 中国环境科学, 2020, 40: 573-581.

（二）科研项目

1. 2021年1月至2023年12月，国家自然科学基金青年基金项目，主持；

2. 2021年1月至2021年12月，广东省科技计划项目“海外名师”项目，主持；

3. 2018年8月至2021年8月，国家重点研发计划子任务，主持；

4. 2019年10月至2022年9月，广东省自然科学基金面上项目，主持；

5. 2018年5月至2021年4月，广东省自然科学基金博士启动项目，主持；

6. 2018年1月至2020年12月，暨南大学科研培育与创新基金青年基金项目，主持。