教育背景
2008.10– 2011.09 博士,英国爱丁堡大学科学与工程学院,水工程专业
2007.09– 2008.07 研究生,西北农林科技大学资源环境学院,生态学专业
2003.09–2007.07 学士,西北农林科技大学资源环境学院,环境科学专业
工作经历
2013.09– 至今电子科技大学资源与环境学院
2011. 10 – 2013.09 博士后,德国慕尼黑大学计算机学院,数据挖掘
项目课题经历
【1】 基于数据流挖掘的径流对气候变化和人类活动的动态耦合响应,四川省留学人员科技活动项目重点项目,2018-2019,主持;
【2】 南方湿润区实验流域次降雨水文过程模拟及模型参数化,国家重点实验室开放基金重点项目,2018-2019,主持;
【3】 径流对气候变化和人类活动的耦合响应研究,中央高校基本科研业务费基础研究项目,2018-2019,主持;
【4】 黑盒XX算法二期,横向课题,2018-2019,主持;
【5】 基于数据流挖掘的径流对环境变化的动态响应研究,国家自然科学基金委青年项目,2017-2019,主持;
【6】 多模态时空对象分析与可视化,国家重点研发计划项目,2016-2021,参与;
【7】 不同时间尺度上人类活动与流域径流的动态关联挖掘,国家重点实验室开放基金面上项目,2016-2017,主持;
【8】 流域径流动态模拟与预测研究,中国博士后科学基金特别资助项目,2015-2017,主持;
【9】 基于多目标的四川地区水体功能综合评估研究,中国博士后科学基金面上项目,2014-2016,主持;
【10】 釜溪河流域水体功能综合评估关键技术研究,教育部留学回国人员科研启动基金项目,2015-2016,主持;
【11】 基于数据挖掘的水库及湖泊功能综合评估研究,中央高校基本科研业务费基础研究项目,2015-2017,主持;
【12】 Classification and optimization of flood retention structures to control flooding and diffuse pollution, INTERREG IVB North Sea Region Programme SAWA, 2008-2012, 参与;
论文、成果、著作等
【1】 Heng Zhang, Qinli Yang*, Junming Shao, Guoqing Wang. Dynamic Streamflow Simulation via Online Gradient Boosted Regression Tree . Journal of Hydrologic Engineering. Online published. (JCR三区)
【2】 Qinli Yang, Shasha Luo, Hongcai Wu, Guoqing Wang, Dawei Han, Haishen Lü, Junming Shao. Attribution Analysis for Runoff Change on Multiple Scales in a Humid Subtropical Basin Dominated by Forest, East China, Forests, 10(2), 184, 2019. (JCR二区)
【3】 Qinli Yang, Heng Zhang, Guoqing Wang, Shasha Luo, Dongzi Chen, Wanshan Peng, Junming Shao. Dynamic Runoff Simulation in a Changing Environment: A Data Stream Approach, Environmental Modelling & Software, 112, 157-165, 2019. (IF=4.552, JCR二区)
【4】 Qinli Yang, Heng Zhang, Wanshan Peng, Yaoyao Lan, Shasha Luo, Junming Shao, Dongzi Chen, Guoqing Wang. Assessing Climate Impact on Forest Cover in Areas Undergoing Substantial Land Cover Change Using Landsat Imagery, Science of The Total Environment, 2019. (IF= 5.589, JCR二区TOP期刊)
【5】 Shao J., Tan Y., Gao L., Yang Q.*, Plant C., Assent I. Synchronization-based Clustering on Evolving Data Stream, Information Sciences, 2018. (IF=4.305, JCR二区)
【6】 Yang Q., Scholz M., Shao J, Wang G., Liu X. A generic framework to analyse the spatiotemporal variations of water quality data on a catchment scale, Environmental Modelling and Software, 2017. (IF=4.552, JCR二区)
【7】 Wang G., Zhang J., Yang Q. Attribution of Runoff Change for the Xinshui River Catchment on the Loess Plateau of China in a Changing Environment, Water, 2016. (IF=2.069)
【8】 Yang Q., Boehm C., Scholz M., Plant C. and Shao J. Predicting Multiple Functions of Sustainable Flood Retention Basins under Uncertainty via Multi-instance Multi-label Learning. Water, 2015, 7 (4), 1359-1377. (IF=2.069)
【9】 Yang Q., Shao J., Scholz M. and Plant C. Feature selection methods for characterizing and classifying adaptive Sustainable Flood Retention Basins. Water Research, 2011, 45 (3), 993-1004. (IF=7.051, JCR一区)
【10】 Yang Q., Shao J., Scholz M., Boehm C. and Plant C. Multi-label Classification Models for Sustainable Flood Retention Basins. Environmental Modelling and Software, 2012, 32, 27-36. (IF=4.552, JCR二区)
【11】 Yang Q., Shao J. and Scholz M. Self-organizing Map to Estimate Sustainable Flood Retention Basin Types and Variables. Environmental Engineering and Management Journal, 2014, 13 (1), 129-134. (IF=1.258)
【12】 Yang Q., Scholz M. and Shao Y. Application of Spatial Statistics as a Screening Tool for Sustainable Flood Retention Basin Management. Water and Environment Journal, 2012, 26 (2), 155-164. (IF=1.224)
【13】 Shao, J., He, X., Boehm, C., Yang Q. and Plant, C. Synchronization-inspired Partitioning and Hierarchical Clustering. IEEE Transactions on Knowledge and Data Engineering, 2013, 25(4), 893-905. (IF=2.775,JCR二区)
【14】 Scholz M. and Yang Q. Novel Method to Assess the Risk of Dam Failure. Sustainability, 2012, 3 (11), 2200-2216. (IF=2.075)
【15】 Scholz M. and Yang Q. Guidance on Variables Characterising Water Bodies including Sustainable Flood Retention Basins. Landscape and Urban Planning, 2010, 98 (3-4), 190-199. (IF=4.994,JCR二区)
【16】 McMinn W. R., Yang Q. and Scholz M. Classification and Assessment of Water Bodies as Adaptive Structural Measures for Flood Risk Management Planning. Journal of Environmental Management, 2010, 91 (9), 1855-1863. (IF=4.865,JCR二区)
专利、著作版权等
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