基本介绍陈逸敏，副教授，博士生导师。生于广东汕头市，祖籍广东潮安县。研究兴趣包括城市大数据分析与信息提取、城市演化模拟、城市化环境影响情景建模、城市可持续发展等。主持国家自然科学基金、广东省自然科学基金等项目，获得广东省自然科学基金****项目资助。研究论文多发表于地理学报、Int J Geogr Inf Sci、Remote Sens Environ、Landscape Urban Plan、Ann Am Assoc Geogr、Nat Commun等权威地理学刊物，其中多篇论文入选ESI高被引论文。获广东省科技进步二等奖。
?学历背景2008-2014??博士，中山大学地理科学与规划学院，地图学与地理信息系统专业
2004-2008??本科，中山大学地理科学与规划学院，地理信息系统专业
2001-2004??高中，汕头一中
?工作经历2019.1-至今??? ? 中山大学地理科学与规划学院，遥感与地理信息工程系，副教授，博士生导师
2014.7-2019.1??中山大学地理科学与规划学院，遥感与地理信息工程系，讲师（“****二期”），硕士生导师
?社会任职担任Nat Commun,?Int J Geogr Inf Sci,?Comput Environ Urban, Landscape Urban Plan等期刊审稿人
2019.06起? 中电科智慧城市研究院，客座研究员
2020.11起? Land期刊编委（Section "Land Systems and Global Change"; Special issue?"New Approaches to Land Use/Land Cover Change Modeling"）
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讲授课程地理信息系统导论（大二）
空间分析与应用（双语；大三）
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主要论文Liu, Z., Chen, X., Xu, W., Chen, Y.*, & Li, X. (2021). Detecting industry clusters from the bottom up based on co-location patterns mining. Environment and Planning B, OnlineFirst.
Chen, Y.*, Li, X., Huang, K., Luo, M., & Gao, M.?(2020). High-resolution gridded population projections for China under the shared socioeconomic pathways. Earth's Future, 8(6), e2020EF001491.
Niu, T., Chen, Y., & Yuan, Y*. (2020). Measuring urban poverty using multi-source data and a random forest algorithm: A case study in Guangzhou. Sustainable Cities and Societies, 54, 102014.
Chen, G., Li, X.*, Liu, X.*, Chen, Y.*, Liang, X., Leng, J., Xu, X., Liao, W., Qiu, Y., Wu, Q., & Huang, K. (2020). Global projections of future urban land expansion under shared socioeconomic pathways. Nature Communications, 11, 537.?(ESI Highly Cited Paper; Hot Paper)
Xu, X.¹, Zhang, Y.¹, & Chen, Y*. (2020). Projecting China's future water footprint under the shared socio-economic pathways. Journal of Environmental Management, 260, 110102.
Li, X., & Chen, Y*. (2020). Projecting the future impacts of China's cropland balance policy on ecosystem services under the shared socioeconomic pathways. Journal of Cleaner Production, 250, 119489.
Chen, Y.*, Chen, X., Liu, Z., & Li, X. (2020). Understanding the spatial organization of urban functions based on co-location patterns mining: A comparative analysis for 25 Chinese cities. Cities, 97, 102563.
Chen, Y., Xie, W., & Xu, X*. (2019). Changes of population, built-up land, and cropland exposure to natural hazards in China from 1995 to 2015. International Journal of Disaster Risk Science, 10, 557–572.
Chen, Y., Li, X.*, Liu, X., Zhang, Y., & Huang, M. (2019). Quantifying the teleconnections between local consumption and domestic land uses in China. Landscape and Urban Planning, 187, 60-69.?(Volume 187, July 2019 Editors' Choice)
Chen, Y.*, Li, X., Liu, X., Zhang, Y., & Huang, M. (2019). Tele-connecting China's future urban growth to impacts on ecosystem services under the shared socioeconomic pathways. Science of the Total Environment, 652, 765-779.?(ESI Highly Cited Paper)
Chen, Y., Li, X., Liu, X.*, Huang, H., & Ma, S. (2019). Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological Constraints. International Journal of Geographical Information Science, 33(1),?55-80.?(ESI Highly Cited Paper)
Zhang, Y., Chen, Y.*, & Huang, M. (2019). Water footprint and virtual water accounting for China using a multi-regional input-output model. Water, 11(1), 34.
Huang, M., Chen, Y.*, & Zhang, Y. (2018). Assessing carbon footprint and inter-regional carbon transfer in China based on a multi-regional input-output model. Sustainability, 10(12), 4626.
Chen, Y., Wang, B., Liu, X.*, & Li, X. (2018). Mapping the spatial disparities in urban health care services using taxi trajectories data.?Transactions in GIS, 22(2),?602-615.
Liu, X., Hu, G.,?Chen, Y.*, Li, X*., Li, S., Pei, F., & Wang, S. (2018). High-resolution multi-temporal mapping of global urban land using Landsat images based on the Google Earth Engine platform.?Remote Sensing of Environment, 209,?227-239.?(ESI Highly Cited Paper; Hot Paper)
Chen, Y., Liu, X.*, & Li, X*.?(2017).?Calibrating a land parcel cellular automaton (LP-CA) for urban growth simulation based on ensemble learning.?International Journal of Geographical Information Science,?31(12), 2480-2504.
Li, X.*,?Chen, Y., Liu, X., Xu, X., & Chen, G. (2017).?Experiences and issues of using cellular automata for assisting urban and regional planning in China.?International Journal of Geographical Information Science, 31(8),?1606-1629.
Chen, Y., Liu, X.*, & Li, X*. (2017). Analyzing parcel-level relationships between urban land expansion and activity changes by integrating Landsat and nighttime lights data.?Remote Sensing, 9(2), 164.
Chen, Y., Liu, X.*, Li, X., Liu, X., Yao, Y., Hu, G., Xu, X., & Pei, F. (2017). Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method.?Landscape and Urban Planning, 160, 48-60.?(ESI Highly Cited Paper)
Chen, Y., Liu, X.*, Li, X., Liu, Y., & Xu, X. (2016). Mapping the fine-scale spatial pattern of housing rent in the metropolitan area by using online rental listings and ensemble learning.?Applied Geography, 75, 200-212.
Chen, Y., Li, X.*, Liu, X., Ai, B., & Li, S. (2016). Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata.?Landscape and Urban Planning, 152, 59-71. (ESI Highly Cited Paper)
Chen, Y., Li, X.*, Liu, X., & Ai, B. (2014). Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy.?International Journal of Geographical Information Science, 28(2), 234-255.?(ESI Highly Cited Paper)
Chen, Y., Li, X.*, Liu, X., & Ai, B. (2013).?Analyzing land-cover change and corresponding impacts on carbon budget in a fast developing sub-tropical region by integrating MODIS and Landsat TM/ETM+ images.?Applied Geography, 45, 10-21.
Chen, Y., Li, X.*, Wang, S., Liu, X., & Ai, B. (2013).?Simulating urban form and energy consumption in the Pearl River Delta under different development strategies.?Annals of the Association of American Geographers, 103(6),1567-1585.
Chen, Y., Li, X*., Wang, S., & Liu, X. (2012). Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics.?International Journal of Geographical Information Science, 26(7), 1155-1172.
Chen, Y., Li, X.*, Zheng, Y., Guan, Y., & Liu, X. (2011). Estimating the relationship between urban forms and energy consumption: a case study in the Pearl River Delta, 2005–2008.?Landscape and Urban Planning, 102(1), 33-42.
Li, X.*,?Chen, Y., Liu, X., Li, D., & He, J. (2011). Concepts, methodologies, and tools of an integrated geographical simulation and optimization system.International Journal of Geographical Information Science, 25(4), 633-655.
Chen, Y., Li, X.*, Liu, X., & Liu, Y. (2010). An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint.?International Journal of Geographical Information Science, 24(8), 1269-1288.
陈逸敏, 黎夏*. 机器学习在城市空间演化模拟中的应用与新趋势. (2020). 武汉大学学报(信息科学版), 45(12), 1884-1889.
刘轶伦, 陈逸敏*, 刘颖, 王景丽, 张晖. (2019). 基于互联网数据的城市社区租金评估及空间格局制图——以深圳市为例. 热带地理, 39(2), 188-195.
陈逸敏, 黎夏*，刘小平, 李少英. (2010). 基于耦合地理模拟优化系统GeoSOS的农田保护区预警.?地理学报, 65(9), 1137-1145.
陈逸敏, 李少英, 黎夏*，刘小平. (2010). 基于MCE-CA的东莞市紧凑城市形态模拟.?中山大学学报(自然科学版), 49(6), 110-114.
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软件著作权陈逸敏. 基于斑块元胞自动机的城市增长模拟系统V1.0. 登记号: 2018SR653197.
陈逸敏, 张元英, 黄敏. 基于智能体的生态控制线优化系统V1.0. 登记号: 2018SR**.
刘子惠, 陈心悦, 陈逸敏. 空间同位模式挖掘系统V1.0. 登记号: 2019SR**.
解玮, 陈逸敏. 空气质量预测系统 V1.0. 登记号: 2019SR**.
曹书浩,?陈逸敏. 新冠肺炎疫情谷歌趋势采集和预警系统 V1.0. 登记号: 2020SR**.
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专利刘小平, 梁迅, 黎夏, 陈逸敏, 姚尧, 许晓聪, 李丹. 一种土地未来利用情景动态模拟方法. 中国发明专利, CN6.1, 2018年(授权).
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科研项目广东省自然科学基金****项目“粤港澳湾区城市群建成环境演化情景与气候变化风险推演”（2021B，项目负责人，100万元；2021.01-2024.12）
中央高校基本科研业务费青年教师重点培育项目“集成多源大数据的未来城市建成环境与气候变化对人群健康影响模拟”（20lgzd09，项目负责人，30万元；2020.01-2021.12）
国家重点研发计划项目“城镇化对区域及全球尺度气候变化的影响研究”，课题一任务“全球城镇建筑、街道参数与建设用地时序变化检测”（2019YFA**，骨干，65万元；2019.11-2023.10）
国家自然科学基金面上项目“‘遥关联’下中国未来土地利用变化及其生态影响的区域转移情景模拟”（**，项目负责人，58万元；2019.01-2022.12）
国家重点研发计划项目“‘人-地’耦合的高精度全球土地利用演变模拟及应用”，课题一任务“全球城市土地利用要素年度和变化制图”（2017YFA**，骨干，45.59万；2017.06-2022.05）
国家自然科学基金青年科学基金项目“基于地块对象的城市空间结构演化精细模拟”（**，项目负责人，19万元；2017.01-2019.12，已结题）
中央高校基本科研业务费青年教师培育项目“城市空间结构与居民活动关系的精细刻画及知识发现”（16lgpy03，项目负责人，15万元；2016.01-2018.12，已结题）
国家自然科学基金重点项目“地理过程建模的多尺度协同与精细化模拟：以城市群增长为例”（**，第三参与，302万元；2016.01-2020.12，已结题）
广东省自然科学基金博士启动项目“基于社交网络签到数据的居民移动模式分析与ABM模拟”（2015A，项目负责人，10万元；2014.07-2017.06，已结题）
中山大学“****二期”人才引进项目（10万元；2014.07-2017.06，已结题）
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奖励2019 年度广东科技进步奖二等奖(排名第二)
2011 年获第 19 届国际地理信息科学与技术大会论文竞赛一等奖
2011 年获东莞市科学科技进步二等奖(排名第九)