杨文涛(1988.08~),男,湖北孝昌人,副教授,硕士生导师,2016年毕业于中南大学地球科学与信息物理学院地理信息系,获地图制图学与地理信息工程专业工学博士学位。主要研究方向为:地理时空数据分析与挖掘理论、方法与应用。迄今,主持国家自然科学基金项目1项、省厅级科研项目4项,发表SCI/SSCI/EI等学术论文30余篇。荣获2018年中南大学优秀博士学位论文奖、2020年华夏建设科学技术奖一等奖、2020年广东省科学技术奖一等奖、2021年湘潭自然科学优秀论文一等奖。国际学术期刊Annals of the Association of American Geographers、Journal of Cleaner Production、Science of the Total Environment、Journal of Epidemiology and Global Health等审稿人。
代表性学术论文:(*通讯作者)
[1] Yijiang Zhao, Wentao Yang*, Yizhi Liu, Zhuhua Liao. Discovering transition communities among OpenStreetMap feature classes based on the Louvain method. Transactions in GIS, 2022.
[2] Wentao Yang, Huaxi He, Dongsheng Wei, Hao Chen*. Generating pseudo-absence samples of invasive species based on outlier detection technology in geographical characteristic space. Journal of Geographical Systems, 2021.
[3] Wentao Yang, Min Deng*, Chaokui Li, Jincai Huang. Spatio-temporal patterns of the 2019-nCoV epidemic at the country level in Hubei, China. International Journal of Environmental Research and Public Health, 2020, 17(7), 2563.
[4] Wentao Yang, Min Deng*, Feng Xu, Hang Wang. Prediction of hourly PM2.5 using a space-time support vector regression model. Atmospheric Environment, 2018, 181: 12-19.
[5] Min Deng, Wentao Yang*, Qiliang Liu. Geographically weighted extreme learning machine: A method for space-time prediction. Geographical Analysis, 2017, 49(4): 433-450.
联系方式:
E-mail: yangwentao8868@126.com
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