个人简介

     杨超、博士,硕士生导师。从事地理信息科学方面(Geoscience)的研究

     美国地理学家协会(AAG)成员 , 国际华人地理信息科学协会(CPGIS)成员 , 电气电子工程师学会IEEE 会员。


研究方向

· 地理空间传感网Sensor Web

· 机器学习 Machine Learning

· 时空大数据 Spatio-temporal Big Data

· 社会计算 Social Computing

· 时空数据挖掘与模拟 Spatio-temporal Mining and Modeling


获奖情况

2014年 测绘科技进步奖(二等奖)地理空间传感网关键技术与系统


科研项目

主持项目(PI):

2013年获博士后基金一等资助:传感网环境下工作流构建方法研究

2015年 获国家自然科学基金青年基金项目资助:对地观测传感网节点环境下动态地学工作流构建方法研究

参与项目(Co-PI):

2016年 国家重点研发计划:公共区域协调遥感监测与应急服务技术体系项目

2017年 国家重点研发计划:全球位置信息叠加协议与位置服务网技术项目


期刊论文(SCI)

Yang C, Xiao M, Ding X, et al. Exploring human mobility patterns using geo-tagged social media data at the group level[J]. Journal of Spatial Science, 2018: 1-18.

Yang, C.; Luo, J.; Hu, C.; Tian, L.; Li, J.; Wang, K. An Observation Task Chain Representation Model for Disaster Process-Oriented Remote Sensing Satellite Sensor Planning: A Flood Water Monitoring Application. Remote Sens. 2018, 10, 375.

Qi, K.; Yang, C*.; Guan, Q.; Wu, H.; Gong, J. A Multiscale Deeply Described Correlatons-Based Model for Land-Use Scene Classification. Remote Sens. 2017, 9, 917.

Yang, C., Xie, Z., and Xu, Z., 2014.An asynchronous Geoprocessing Workflow and its application to an Antarctic ozone monitoring and mapping service. Internatioanl Journal of Digital Earth.

Yang, C., Chen, N., Di, L., 2012. Restful based heterogeneous geoprocessing workflow interoperation for sensor web service. Computers & Geosciences. Volume 47, October 2012, Pages 102-110

Chen, Z., Chen, N.,Yang, C., Di, L., 2012. Cloud computing enabled Web Processing Service for Earth Observation data processing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Interoperability Architectures and Arrangements for Multi-Disciplinary Earth Observation Systems and Applications Special issue).

Chen, N., He, J.,Yang, C., Wang, C., 2012. A node semantic similarity schema-matching method for multi-version Web Coverage Service retrieval. International Journal of Geographical Information Science.

Auynirundronkool, K., Chen, N., Peng, C., Yang, C., Gong, J., & Silapathong, C. (2012). Flood detection and mapping of the Thailand Central plain using RADARSAT and MODIS under a sensor web environment. International Journal of Applied Earth Observation and Geoinformation, 14(1), 245-255.



主讲课程

空间信息工程导论(with python)

移动GIS(With Java)

社交媒体大数据



联系方式

yangchao@cug.edu.cn