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陶然

Personal Information

 Doctoral Supervisor  Master Tutor

Gender:Male

Education Level:With Certificate of Graduation for Doctorate Study

Status:Employed

School/Department:遥感信息工程学院

Discipline: Cartography and Geography Information Systems

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Personal Profile

陶然,武汉大学遥感信息工程学院教授,博导,国家级青年人才计划入选者。回国前曾任美国南佛罗里达大学长聘副教授、美国地理学家协会Cyberinfrastructure 分会主席、美国自然科学基金NSF研究项目负责人和评审专家等职务。陶博士长期致力于空间统计、地理空间人工智能、地理流大数据的基础理论与领域应用相关研究,在国际上率先发展了一套较为完善的地理流大数据时空分析、挖掘与建模的方法体系,包括新的地理流空间测度的方法、地理流探索式空间分析方法和空间交互模型。提升了地理流大数据在防疫抗灾、智慧出行、城市与区域规划等重要领域的应用水平。


研究方向:地理空间人工智能、空间统计模型与方法、大数据时空分析与挖掘、人类移动性、地图学与空间数据可视化、大模型与生成式AI、交通地理、城市地理、健康地理。谷歌学术主页:https://scholar.google.com/citations?user=WUk8QDAAAAAJ&hl=en

新团队正在快速组建中,招博士后一名,博士研究生和硕士研究生若干名。请邮件联系 rantao@whu.edu.cn,注明来意并附上简历.

近期代表性论文(学生作者):

  • Ran Tao, Jean-Claude Thill. (2025). A Reciprocal Statistic for Detecting the Full Range of Local Patterns of Bivariate Spatial Association. Annals of the American Association of Geographers, 1-22.

  • Yuzhou Chen, Ran Tao*, Qiwei Ma, Mingshu Wang. (2025). Shrinking cities in China's urban network: a data-driven exploration of migration and investment flows. Applied Geography.

  • Yuzhou Chen, Qiwei Ma, Ran Tao*. (2025). Addressing the Fixed Effects in Gravity Model based on Origin-Destination Pairs. International Journal of Geographical Information Science, 1-21.

  • Peng Chen, Xiankui Yang, Feng Hao, Ran Tao*. (2025). Decoding Electric Vehicle Adoption using XGBoost and SHAP Analysis. Travel Behaviour and Society.

  • Zhenzhi Jiao, Ran Tao*. (2025). Geographical Gaussian Process Regression: A Spatial Machine Learning Model Based on Spatial Similarity. Geographical Analysis

  • Zhenzhi Jiao, Ran Tao*. (2025). Geographical Graph Attention Networks: Spatial Deep Learning Models Based on Spatial Similarity. Transactions in GIS.

  • Ran Tao, Xiankui Yang, Feng Hao, Peng Chen. (2024). Demographic Disparity and Influences in Electric Vehicle Adoption: A Florida Case Study. Transportation Research Part D: Transport and Environment. 136: 104465.

  • Qiwei Ma, Anqi Liu, Yuzhou Chen, Ran Tao*. (2024). Border Effects for Domestic Travel in China during COVID-19 Pandemic. Journal of Transport Geography, 116, 103857.


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Educational Experience

  • 2012.8-2017.5

    北卡罗来纳大学夏洛特分校 | 地理与城市区域分析 | 博士
     

  • 2008.9-2012.6

    武汉大学 | 遥感科学与技术 | 学士
     

Work Experience

  • 2025.7-Now

     遥感信息工程学院 | 武汉大学 | 遥感信息工程学院  | 教授 
     

  • 2024.6-2025.7

     地球科学学院 | 南佛罗里达大学(美国) | 地球科学学院  | 副教授(终身制) 
     

  • 2018.8-2024.6

     地球科学学院 | 南佛罗里达大学(美国) | 地球科学学院  | 助理教授 
     

  • 2017.8-2018.8

     空间科学中心 | 南加州大学(美国) | 空间科学中心  | 讲师 
     

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