加入收藏   |   联系我们   |   论坛  |   中国科学院
实验室固定成员

 

                                                             

 

夏江江,男,19844月生。中国农业大学应用气象系学士(2007年),中国科学院大气物理研究所博士(2012年),副研究员(2017年),硕士生导师。

研究领域包括机器学习在大气科学中的应用,高分辨率天气气候历史数据集的重构,极端天气气候事件的变化,强对流的识别和外推,模式后处理订正预报,检测和归因分析等。发表国内外文章30余篇,承担和参加各类项目(包括国家重点研发计划专题、中科院先导专项专题、基金课题、行业专项骨干、科研机构横向等)十余项。

 

个人主页请见:

1http://people.ucas.edu.cn/~xiajiangjiang

2https://github.com/DandelionX

3https://www.researchgate.net/profile/Jiangjiang_Xia

 

发表论文:

 

1. Xia Jiangjiang*, Li Haochen, Kang Yanyan, Yu Chen, Ji Lei, Wu Lue, Lou Xiao, Zhu Guangxiang, Wang

    Zaiwen, Yan Zhongwei YAN, Wang Lizhi, Zhu Jiang, Zhang Pingwen, Ji Chongping, Chen Min, Zhang

    Yingxin, Gao Lihao, and Han Jiarui, 2020: Machine-learning-based weather support for 2022 Winter Olympics.

    Advances in Atmospheric Physicshttp://www.iapjournals.ac.cn/aas/en/article/doi/10.1007/s00376-020-0043-5.

2. Wang Jun, Chen Yang, Simon F B Tett, Yan Zhongwei, Zhai Panmao, Feng Jinming, Xia Jiangjiang, 2020:

    Anthropogenically-driven increase in risks of summertime compound hot extremes. Nature Communications.

    He Xiaodong, Wang Jun, Feng Jinming, Yan Zhongwei, Miao Shiguang, ZHang Yizhou, and Xia Jiangjiang,

    2020: Observational and modeling study of interactions between urban heat island and heatwave in Beijing,

    Journal of Cleaner Production. https://doi.org/10.1016/j.jclepro.2019.119169

3. Yu Chen, Li Haochen, Xia Jiangjiang, Wen Hanqiuzi, and Zhang Pingwen, 2020: A data-driven random

     subfeature ensemble learning algorithm for weather forecasting. Communications in Computational Physics.

      (in press)

4. Zheng Dexiang, Zhang Heng, Yuan Yuze, Deng Zhong, Wang Ku, Lin Geng, Chen Yi, Xia Jiangjiang, and

    Jin Shaofei, 2020: Naural disasters and their impacts on the silica losses from agriculture in China from 1988

    to 2016. Physics and Chemistry of the Earth. Accepted

5. Li Haochen, Yu Chen, Xia Jiangjiang, Wang Yingchun, Zhu Jiang, Zhang Pingwen, 2019: A Model Output

    Machine Learning Method for Grid Temperature Forecasts in the Beijing Area, Advances in Atmospheric

    Sciences, 36(10): 1156-1170. http://www.iapjournals.ac.cn/aas/en/article/doi/10.1007/s00376-019-9023-z

6. Tong Xuan, Yan Zhongwei, Xia Jiangjiang, Lou Xiao, 2019: Decisive Atmospheric Circulation Indices for

    July–August Precipitation in North China Based on Tree Models, Journal of Hydrometeorology,

    https://doi.org/10.1175/JHM-D-19-0045.1

7. Gao Lihao, Wei Fengying, Yan Zhongwei, Ma Jin and Xia jiangjiang, 2019: A study of objective patterns

    over Eastern China Based on A multinomial Logistic Regression Model, Atmosphere, 10:213,

    doi: 10.3390/atmos10040213. https://app.dimensions.ai/details/publication/pub.1113634491

8. 孙全德,焦瑞莉,夏江江(corresponding author),严中伟,李昊辰,孙建华,王立志,梁钊明,

    2019基于机器学习的数值天气预报风速订正研究,气象,45(3):426-436.

9. 门晓磊,焦瑞莉,王鼎, 赵晨光,刘亚昆,夏江江(corresponding author),李昊辰,严中伟,

    孙建华,王立志,2019:基于机器学习的华北气温多模式集合预报的订正方法,气候与环境研

    究,24(1):116-124.

10. Xia Jiangjiang, Jin Shaofei, Yan Zhongwei, Xiong Zhe, Zheng Ziyan, Han Zuoqiang, 2018: Shifts in timing

      of Local Growing Season in China during 1961-2012Theoretical and Applied Climatology,

      https://doi.org/10..1007/s0074-018-2698-8

11. Yu shuang, Xia Jiangjiang* , Yan Zhongwei, Yang Kun, 2018: Changing spring phenology dates in the

     Three-Rivers Headwater Region of Tibetan Plateau during 1960-2013. Advances in Atmospheric Sciences,

     35 (1), 116-126 doi: 10.1007/s00376-017-6296-y.

12. Li Chunxiang, Tian Qinhua, Yu Rong, Zhou Baiquan, Xia Jiangjiang, Claire Burke, Buwen Dong, Simon F

      B Tett, Nicolas Freychet, Fraser Lott and Andrew Ciavarella, 2018: Attribution of extreme precipitation

      in the lower reaches of the Yangtze River during May 2016, Environmental Research Letters, 13: 014015

13. Xia Yang, Li Yuan, Guan Dabo, David Mendoza Tinoco, Xia Jiangjiang, Yan Zhongwei, Yang Jun, Liu

      Qiyong, Huo Hong, 2018: Assessment of economic impacts of heat waves: A case study of Nanjing, China.

      Journal of Cleaner Production, 171: 811-819

14. 田磊, 裴琳,陈宇罡, 夏江江* 汪翔,20181970—2015年蚌埠地区霾日气候资料重建

      及时空变化特征,气象与环境学报,34(5):39-46

15. Zhang Anzhi, Jia Gensuo, Howard E. Epstein, Xia Jiangjiang, 2017: ENSO elicits opposing responses of

      semi-arid vegetation between Hemispheres, Scientific Reports, 7:42281.

16. Zheng Ziyan, Ma Zhuguo, Li Mingxing, Xia Jiangjiang, 2016: Regional water budgets and hydroclimatic

      trend variations in Xinjiang from 1951-2000. Climatic Change, doi: 10.1007/s10584-016-1842-7

17. Pei Lin, Xia Jiangjiang, Yan Zhongwei, Yang Hui, 2016: Assessment of the Pacific decadal oscillation’s

      contribution to the occurrence of local rainfall in north China, Climatic Change, 144 (3), 391-403,

      doi: 10.1007/s10584-016-1610-8.

18. Xia, Jiangjiang, Tu Kai, Yan Zhongwei, Qi Yajie, 2016: The super-heat wave in eastern China during

      July-August 2013: a perspective of climate change. International Journal Climatology, 36 (3), 1291-1298,

      doi: 10.1002/joc.4424.

19. Yan Zhongwei, Wang Jun, Xia Jiangjiang, Feng Jinming, 2016: Review of recent studies of the climatic

      effects of urbanization in China. Advances in Climate Change Research, 1-15, http://dx.doi.org/10.1016/j.

      accre. 2016.09.003CSCD

20. Xia, Jiangjiang, Yan Zhongwei, Zhou Wen, et al., 2015: Projection of the Zhujiang (Pearl) River Delta's

      potential submerged are due to sea level rise during the 21st century based on CMIP5 simulations. Acta

      Oceanologica Sinica, 34 (9), 78-84, doi: 10.1007/s13131-015-0700-1.

21. Xia Jiangjiang, Yan Zhongwei, Jia Gensuo, Zeng Heqing, JONES PD, Zhou When, Zhang Anzhi, 2015:

      Projections of the Advance in the Start of the Growing Season During the 21st Century Based on CMIP5

      Simulations. Advances in Atmospheric Sciences, 32: 831-838

22. Xia, Jiangjiang, Yan Zhongwei, Xiong Zhe, 2015: Changes in Local Growing season Indices in Shanghai to

      Urbanization during 1873-2013. Atmospheric and Oceanic Science Letters, 8 (6): 383-385, doi:10.3878/AOSL

      20150044     

23. Jin Shaofei, Wang Yongli, Xia Jiangjiang, Xiao Ning, Zhang Junlong, Xiong Zhe, 2015: Delcline in the species

      richness contribution of Echinodermata to the macrobenthos in the shelf seas of China. Physics and Chemistry

      of the Earth, 87-88: 1-2.

24. 夏江江,杨庆,郑子彦, 赵天保,严中伟,马柱国,2015: 土地利用变化对20世纪中国地区气候

      干湿变化的影响. 气候与环境研究,20 (2)154-166doi: 10.3878/j.issn.1006-9585.2014.14007.

25. Xia Jiangjiang, Yan Zhongwei, 2014: Changes in the local growing season in eastern China during 1909-

      2012. Scientific Online Letters on the Atmosphere (SOLA). 10, 163?166. doi:10.2151/sola.2014-034

26. Yan Zhongwei, Li Zhen, Xia Jiangjiang, 2014: Homogenization of climate series: the basis for assessing

      climate changes. Science in China, 57, 2891-2900. doi: 10.1007/s11430-014-4945-x

27. 严中伟、李珍、夏江江 2014:气候序列的均一化 - 定量评估气候变化的基础。中国科学:地球科,

      44 (10): 2101-2111

28. Wang Jun, Yan Zhongwei, Philip Douglas Jones, and Xia Jiangjiang, 2013: On "observation minus

      reanalysis" method: A view from multidecadal variability. Journal of Geophysical Research, 118, 1-9,

      doi: 10.1002/jgrd.50574.

29. Xia Jiangjiang, Yan Zhongwei, Wu Peili, 2013: Multidecadal variability in local growing season during

      1901-2009. Climate Dynamics. 41 (2): 295-305, doi: 10.1007/s00382-012-1438-5

30. Yan Zhongwei, Xia Jiangjiang, Qian Cheng, Zhou Wen, 2011: Changes in Seasonal Cycle and Extremes in

      China during the Period 1960-2008. Advances in Atmospheric Sciences, 28(2), 269-283.

31. Xia Jiangjiang, Yan Zhongwei, Zhou Wen. 2011: Changes in Seasonality in China under Enhanced

      Atmospheric CO2 Concentration. Atmospheric and Oceanic Science Letters, 4(1), 12-17

32. Han Jiarui, Ye Qian, Yan Zhongwei, Jiao Meiyan, Xia Jiangjiang. 2011: Conceptual study on incorporating

      user in formation into forecasting systems. Frontiers of Environmental Science and Engineering in China.

      5: 533, Doi:10.1007/s11783-010-0246-6

33. 夏江江,严中伟,周家斌,2011三伏的气候学定义和区划。气候与环境研究,16(1),31-38.

34. Yu Shuang, Xia Jiangjiang*, Yan Zhongwei, Zhang Anzhi, Xia Yang, Guan Dabo, Han Jiarui, Wang Jun,

      Chen Liang, Liu Yakun, 2019, Loss of work productivity in a warming world: Differences between developed

      and developing countries, Journal of Cleaner Production, 208 (1219-1225),

      https://doi.org/10.1016/j.jclepro.2018.10.067


版权所有 © 中国科学院东亚区域气候-环境重点实验室,中国科学院大气物理研究所,北京,100029
京ICP备14024088号  电话:010-82995160  E-mail:webmaster@tea.ac.cn