孙晔然
孙晔然,男,博士,中山大学地理科学与规划学院副教授、硕士生导师、中山大学“百人计画”引进人才。
基本介绍
- 中文名:孙晔然
- 职业:教师
- 毕业院校:德国海德堡大学
- 学位/学历:博士
- 职务:硕士生导师
- 职称:副教授
人物经历
教育经历
2011 - 2015德国海德堡大学 地理所 地理信息科学专业 博士 导师:Alexander Zipf 教授
2008 - 2011中国科学院地理科学与资源研究所 地图学与地理信息系统专业 理学硕士 导师:杜云艳 研究员(教授)
2004 - 2008西北大学 城市与环境学院 地理信息系统专业 理学学士 导师:李天文 教授
工作经历
2019至今: 中山大学 地理科学与规划学院 副教授
2019至今: 英国格拉斯哥大学 社会和政治科学学院 城市大数据中心 荣誉研究员
2016 - 2019: 英国格拉斯哥大学 城市大数据中心 博士后研究员 (合作导师:Piyushimita (Vonu) Thakuriah教授)
2015 - 2016: 德国海德堡大学 地理所 博士后(合作导师:Alexander Zipf 教授)
研究方向
地理信息科学、城市信息学、大数据分析、城市交通与健康、时空分析与数据挖掘等。
社会兼职
2015 -至今担任国际学术组织ICA Commission on Location Based Services的成员
2016担任国际学术期刊Open Geospatial Data, Software and Standards的客座编辑,负责专刊Big Data Methods and Volunteered Geographic Information in Urban Studies
讲授课程
中山大学(Sun Yat-sen University):
本科生课程:地图设计、大数据分析与地理信息服务
Undergraduate Courses: Map design, Big Data Analysis and Geographic Information Services
格拉斯哥大学(University of Glasgow):
Introduction to QGIS (Hands-on Course),2016 and 2017
Advanced Research Methods in Urban Studies (Hands-on Course), 2016
Urban Development(Summer School Course), 2018
学术成果
论着专利
Google Scholar总被引次数:356,H-index:10,i10-index:12
学术期刊论文(Journal Articles):
20. Anejionu, O.C.D., Thakuriah, P., McHugh, A.,Sun, Y., McArthur, D., Mason, P., and Walpole, R. (2019). Spatial urban data system: A cloud-enabled big data infrastructure for social and economic urban analytics.Future Generation Computer Systems, 98, 456-473.
19. Paule, J.D.G.,Sun, Y., and Moshfeghi, Y. (2018). On Fine-Grained Geo-Localisation of Tweets and Real-Time Traffic Incident Detection.Information Processing & Management,56(3), 1119-1132.
18.Sun, Y., Moshfeghi, Y., and Liu, Z. (2017). Exploiting crowdsourced geographic information and GIS for assessment of air pollution exposure during active travel.Journal of Transport & Health, 6, 93-104.
17.Sun, Y., Du, Y., Wang, Y. and Zhuang, L. (2017). Examining Associations of Environmental Characteristics with Recreational Cycling Behaviour by Street-Level Strava Data.International Journal of Environmental Research and Public Health, 14(6), 644.
16.Sun, Y.and Mobasheri, A. (2017). Utilizing Crowdsourced Data for Studies of Cycling and Air Pollution Exposure: A Case Study Using Strava Data.International Journal of Environmental Research and Public Health, 14(3), 274.
15.Sun, Y., Mobasheri, A., Hu, X., Wang, W. (2017). Investigating impacts of environment factors on cycling behavior of bicycle-sharing users.Sustainability, 9(6), 1060.
14.Sun, Y.and Paule, J.D.G. (2017). Spatial analysis of users-generated ratings of yelp venues.Open Geospatial Data, Software and Standards, 2:5,
13.Sun, Y.and Du, Y.Y. (2017). Big data and sustainable cities: applications of new and emerging forms of geospatial data in urban studies.Open Geospatial Data, Software and Standards, 2:24,
12. Mobasheri, A.,Sun, Y., Loos, L., and Ali, A.L. (2017). Are Crowdsourced Datasets Suitable for Specialized Routing Services? Case study of OpenStreetMap for routing of people with restricted mobility.Sustainability, 9(6), 997.
11.Sun, Y., Mburua, L. and Wang, S. (2016). Analysis of community properties and node properties to understand the structure of the bus transport network.Physica A: Statistical Mechanics and its Applications, 450, 523-530.
10.Sun, Y., Fan, H., Li, M. and Zipf, A. (2016). Identifying the city center using human travel flows generated from location-based social networking data.Environment and Planning B, 43(3), 480-498.
9.Sun, Y.(2016). Investigating“Locality”of Intra-Urban Spatial Interactions in New York City Using Foursquare Data.ISPRS International Journal of Geo-Information, 5(4), 43; doi:10.3390/ijgi5040043.
8. Yang, A., Fan, H. Jing, N.,Sun, Y., and Zipf, A. (2016). Temporal Analysis on Contribution Inequality in OpenStreetMap: A Comparative Study for Four Countries.ISPRS International Journal of Geo-Information, 5(1), 5.
7.Sun, Y.and Li, M. (2015). Investigation of travel and activity patterns using location-based social network data: a case study of active mobile social media users.ISPRS International Journal of Geo-Information, 4(3), 1512-1529.
6.Sun, Y., Fan, H., Bakillah, M., and Zipf, A. (2015). Road-based Travel Recommendation Using Geo-tagged Images.Computers, Environment and Urban Systems, 53, 110–122.
5. Li, M.,Sun, Y.and Fan, H. (2015). Contextualized Relevance Evaluation of Geographic Information for Mobile Users in Location-Based Social Networks.ISPRS International Journal of Geo-Information, 4(2), 799-814.
4. He, J. andSun, Y.(2015). Applying a spatial decision support system to the integrated regional planning of China.Environment and Planning B, 42 (6), 1161-1176.
3. Du, Y., Liang F.,Sun, Y.(2012). Integrating spatial relations into case-based reasoning to solve geographic problem.Knowledge-Based Systems, 33, 111–123.
2. Du, Y., Ge, Y., Lakhan, V.C.,Sun, Y.and Cao, F. (2012). Comparison between CBR and CA methods for estimating land use change in Dongguan, China.Journal of Geographical Sciences, 22(4), 716-736.
1.孙晔然,杜云艳,苏奋振,周成虎. (2011).土地利用变化预测CBR方法的适应性分析.地理科学进展. 30 (7): 912-919. (核心)
国际学术会议论文和专着章节(Conference Papers and Book Chapters):
6. Chen L., Sun Y., Thakuriah P. (2019) Modelling and Predicting Individual Salaries in United Kingdom with Graph Convolutional Network. In: Madureira A., Abraham A., Gandhi N., Varela M. (eds) Advances in Intelligent Systems and Computing, 923, 61-74. Springer, Cham. (EI)
5. Paule J.D.G., Sun Y., Thakuriah P.. (2019) Beyond Geotagged Tweets: Exploring the Geolocalisation of Tweets for Transportation Applications. In: Ukkusuri S., Yang C. (eds) Complex Networks and Dynamic Systems, 4, 1-21. Springer International Publishing: New York City. (EI)
4. Sun, Y. (2017). Exploring potential of crowdsourced geographic information in studies of active travel and health: Strava data and cycling behavior. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2/W7, 1357-1361,
3. Sun, Y. and Fan, H. (2014). Event Identification from Georeferenced Images. In J. Huerta,S., Schade and C., Grane (eds.), Lecture Notes in Geoinformation and Cartography: Connecting a Digital Europe Through Location and Place (pp.73-88). Springer International Publishing: Switzerland. (EI)
2. Sun, Y., Fan, H., Helbich, M. and Zipf, A. (2013). Analyzing Human Activities Through Volunteered Geographic Information: Using Flickr to Analyze Spatial and Temporal Pattern of Tourist Accommodation. In Krisp J. M. (eds.), Lecture Notes in Geoinformation and Cartography: Progress in Location-Based Services (pp. 57-69). Springer: Berlin-Heidelberg. (EI)
1. Sun, Y. and Du, Y.Y. (2010). Comparison of CBR and SVM Method Used in the Prediction of Land Use Change in Pearl River Delta, China. 2010 International Conference on Artificial Intelligence and Computational Intelligence (pp. 8-12), Sanya, China, 2010, doi: 10.1109/AICI.2010.9 (EI)
科研项目
主持课题(As Principal Investigator):
2019-2021:中山大学“百人计画”科研启动项目, 30万元
参与课题(As Co-Principal Investigator or Participant):
2016-2019:Urban Big Datafunded by UK ESRC (Economic and Social Research Council), £7.5 million, 2014-2020,PI:Prof. Piyushimita (Vonu) Thakuriah (Core Participant)
2016-2019:Urban Transformations - Urban Development, Migration, Segregation and Inequalityfunded by UK ESRC (Economic and Social Research Council) and CASS (Chinese Academy of Social Sciences), £130,000, 2015-2019,PI:Prof. Ya Ping Wang (Participant)
2016-2018:Social Transport with Urban Big Datafunded by European Commission, € 100,000, 2014-2018,PI:Prof. Piyushimita (Vonu) Thakuriah (Core Participant)
2011-2012:国家十二五科技支撑计画“遥感小卫星智慧型观测技术与套用示範”子课题“基于小卫星智慧型观测技术的荒漠化和海岸带监测套用示範”(2011BAH23B04,01/01/2011-12/31/2013)项目主持人:杜云艳研究员(教授)(参与)
2008-2009:国家863计画面上项目(对地观测与导航领域)子课题“空间数据挖掘的地理案例方法及其关键技术研究”(2007AA12Z222, 07/01/2007-12/31/2009)项目主持人:杜云艳研究员(教授)(核心成员)
所属荣誉
2018:入选中山大学百人计画
2014:欧洲地理信息实验室联合会(AGILE)奖学金
2010:中国科学院地理科学与资源研究所二等奖学金
2006:西北大学一等奖学金(优秀学生)
2014 Association of Geographic Information Laboratories for Europe (AGILE) Scholarship(AGILE Grant)
2010 Second-class graduate student scholarship (Chinese Academy of Sciences)
2006 First-class undergraduate student scholarship (Northwest University)