数据科学与大数据统计

李俊明

日期:2019年05月05日    点击数:

基本信息
    李俊明,男,山西阳曲人,1979年生人,汉族,中共党员。同济大学工学学士、同济大学管理学硕士、中国科学院大学工学博士。现为山西财经大学统计学院副教授、硕士研究生导师; 中国地理学会地理模型与地理信息分析专业委员会委员、山西省统计学会理事、《环境卫生学杂志》青年编委、山西省高等学校优秀青年学术带头人,国家注册城市规划师、SCI/SSCI期刊审稿人。以第一作者或通讯作者在国际高质量SCI/SSCI期刊Lancet子刊(Lancet Regional Health-Western Pacific) (IF:8.559)、PLoS Medicine (IF:11.613)、Environment International (IF:13.352)、Environmental Pollution (IF: 9.988)、Journal Environmental Management (IF: 8.910)、Social Science & Medicine (IF: 5.379)等发表论文6篇,在其他主流高质量SCI/SSCI期刊发表20余篇,在CSSCI中文期刊发表论文6篇。主持国家社科学科基金项目、教育部人文社科项目等国家级项目2项,主持山西省自科面上项目1项,主持中科院地理所委托横向项目1项;参与科技部重点研发计划项目、国家自然科学基金项目、国家社科基金项目等多项,出版专著1部,获得国家发明专利1项。目前主要研究领域有:贝叶斯时空统计及应用、环境健康统计、经济社会统计、时空流行病学等。
社会兼职
山西省统计学会理事
中国地理学会地理模型与地理信息分析专业委员会委员
《环境卫生学杂志》青年编委
荣誉及获奖
山西省高等学校优秀青年学术带头人
国家注册城市规划师
主要科研成果
学术论文

[1]Junming Li, Juan Liang, Jinfeng Wang, Zhoupeng Ren, Dian Yang, et al. Spatiotemporal trends and ecological determinants in maternal mortality ratios in 2,205 Chinese counties, 2010–2013: A Bayesian modelling analysis. PLoS Medicine, 2020, 17(5): e1003114. (IF:11.613, SCI一区Top,第一作者).
[2]Junming Li*, Xiulan Han*, Meijun Jin, Xiangxue Zhang, Sixian Wang, Globally analysing spatiotemporal trends of anthropogenic PM2.5 concentration and population's PM2.5 exposure from 1998 to 2016, Environment International, 2019,128(7): 46-62. (IF:13.352 , SCI一区Top,第一作者、通讯作者).
[3]Junming Li, Nannan Wang, Jinfeng Wang*, Honglin Li. Spatiotemporal evolution of the remotely sensed global continental PM2.5 concentration from 2000-2014 based on Bayesian statistics. Environmental Pollution. 2018,238(7):471-481. (IF:, 9.988, SCI一区Top,第一作者)
[4]Wei Wang, Yunning Liu, Pengpeng Ye, Chengdong Xu, Yun Qiu, Peng Yin, Jiangmei Liu, Jinlei Qi, Jinling You, Lin Lin, Lijun Wang, Junming Li*, Wei Shi*, Maigeng Zhou*. Spatial variations and social determinants of life expectancy in China, 2005–2020: A population-based spatial panel modelling study. Lancet Regional Health-Western Pacific, 2022, 23(6):100451. (IF:8.559, SCI一区Top,通讯作者)
[5]Fei Han#, Junming Li*#. Assessing impacts and determinants of China’s environmental protection tax on improving air quality at provincial level based on Bayesian statistics [J] Journal of Environmental Management, 2020, 271(10): 111017. (IF: 8.910, SCI/SSCI一区Top,通讯作者、共同一作)
[6]Meijun Jin; Junming Li* et al. A Practical Split-Window Algorithm for Retrieving Land Surface Temperature from Landsat-8 Data. Remote Sensing. 2015,7(4): 4371-4390. (IF:5.349, SCI一区,通讯作者).
[7]Junming Li*#, Sixian Wang#, Xiulan Han*, Gehong Zhang*, Min Zhao, Lin Ma. Spatiotemporal trends and influence factors of global diabetes prevalence in recent years. Social Science & Medicine. 2020, 256(7):113062. (IF:5.379, SCI/SSCI一区Top,第一作者、通讯作者).
[8]Junming Li; Jinfeng Wang*; Nannan Wang. A Bayesian Space-Time Hierarchical Model for Remotely Sensed Lattice Data Based on Multiscale Homogeneous Statistical Units. IEEE JSTARS. 2018,11(4): 2151-2161. (IF:4.715, SCI二区,第一作者)
[9]Junming Li*, Xiulan Han*, Xiangxue Zhang, Sixian Wang. Spatiotemporal evolution of global population ageing from 1960 to 2017. BMC Public Health. 2018,19(1):1-15.(IF:4.135, SCI\SSCI二区,第一作者,通讯作者).
[10]Junming Li, Xinlin Chen., Xiulan Han*. et al. Spatiotemporal matching between medical resources and population ageing in China from 2008 to 2017. BMC Public Health, 2020, 20(1):1-13. (IF:4.135, SCI\SSCI二区,第一作者)
[11]Junming Li, Xiulan Han*, Xiao Li, Jianping Yang, Xuejiao Li. Spatiotemporal Patterns of Ground Monitored PM2.5 Concentrations in China in Recent Years. International Journal of Environmental Research and Public Health, 2018,15(1):114. (IF:4.614, SCI\SSCI二区,第一作者)
[12]Junming Li, Meijun Jin*, Honglin Li. Exploring Spatial Influence of Remotely Sensed PM2.5 Concentration Using a Developed Deep Convolutional Neural Network Model. International Journal of Environmental Research and Public Health, 2019, 16(3): 454. (IF:4.614, SCI\SSCI二区,第一作者)
[13]Junming Li; Meijun Jin*; et al. Spatiotemporal Variability of Remotely Sensed PM2.5 Concentrations in China from 1998 to 2014 Based on a Bayesian Hierarchy Model. International Journal of Environmental Research and Public Health. 2016,13(8):772. (IF:4.614, SCI\SSCI二区,第一作者)
[14]Fei Han#, Junming Li*#. Spatial Pattern and Spillover of Abatement Effect of Chinese Environmental Protection Tax Law on PM2.5 Pollution. International Journal of Environmental Research and Public Health. 2022,19(3):1440. (IF:4.614, SCI\SSCI二区,第一作者)
[15]Xiulan Han†; Junming Li*†; et al. Spatiotemporal Evolution of Chinese Ageing from 1992 to 2015 Based on an Improved Bayesian Space-time Model. BMC Public Health. 2018,18(1):1-10.( IF:4.135, SCI\SSCI二区, 共同一作,通讯作者).
[16]Ning Jin#, Junming Li*#, Meijun Jin*, and Xiaoyan Zhang. Spatiotemporal variation and determinants of population’s PM2.5 exposure risk in China, 1998–2017: a case study of the Beijing-Tianjin-Hebei region. Environmental Science and Pollution Research,2020, 27(25): 31767-31777. (IF:5.190, SCI二区, 共同一作,通讯作者)
[17]Fei Han#, Junming Li*#. Environmental Protection Tax Effect on Reducing PM2.5 Pollution in China and Its Influencing Factors, Polish Journal of Environmental Studies, 2021, 30(1):119-130. (IF:1.871, SCI\SSCI四区, 共同一作,通讯作者).
[18]李俊明.基于Bayesian层次时空模型的我国老龄化分析与预测. 统计研究. 2016.33(8):89-94.
[19]李俊明.中国PM2.5时空趋势研究——基于贝叶斯统计视角. 统计与信息论坛. 2019.34(6):67-73.
[20]韩秀兰,崔月彤,李俊明*.基于贝叶斯时空层次模型的中国宏观税负时空演化特征研究[J].统计与信息论坛,2022,37(08):67-74.(通讯作者)
主持项目
[1]教育部人文社科哲学项目:多源异构数据贝叶斯时空模型构建与中国PM2.5人口暴露风险研究,19YJCZH079,主持,结项。
[2]国家社会科学基金项目:基于贝叶斯统计范式的中国县域减污降碳协同增效影响机制与政策优化研究,22BTJ029,主持,在研。
[3]山西省自然科学基础研究计划(自由探索类)面上项目:多源异构大数据场景下复杂时空过程的贝叶斯统计方法研究,主持,在研。
[4]山西省高等学校人才创新计划支持项目:山西省高等学校优秀青年学术带头人,主持,在研。
[5]中科院地理所委托合作项目:环境与社会经济对登革热传播的局域时空异质性的影响,主持,在研。
著作
[1]普通高等教育“十一五”国家级教材《空间数据分析教程》(第二版),科学出版社,独立编写两章。
[2]《全球视角下的中国PM2.5时空格局演变探究》,武汉大学出版社,2020.08,独著。
联系方式
电话:15034017966
E-mail:
Lijm@sxufe.edu.cn
Lijunming_dr@126.com

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