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Minrui Zheng Associate Professor

Department
Department of Land and Real Estate Management
Email
minruizheng@ruc.edu.cn
Office Tel
Qiushi Building 426 010-82504679



Education Experience

2020, Ph.D., GIScience, Department of Geography and Earth Sciences, UNC Charlotte, Charlotte, USA

Professional Appointments


09/2023 – Now, Associate Professor, School of Public Administration and Policy, Renmin University of China

12/2020-08/2023, Assistant Professor, School of Public Administration and Policy, Renmin University of China

Part time Job

10/2022 - , Guest Editor, Land

06/2022 – 06/2023, Guest Editor, International Journal of Environmental Research and Public Health

09/2021 - 09/2022, Research Scientist, China Land Science

【Reviewer】:International Journal of Strategic Property Management, Journal of Ambient Intelligence and Humanized Computing, Journal of Computational Methods in Sciences and Engineering, Journal of Urban Technology, Journal of Geovisualization and Spatial Analysis, Journal of Environmental Planning and Management, Journal of Cleaner Production, Transactions in GIS, International Journal of Geographical Information Science, IJGI, Remote Sensing

Courses


Land Information System, Undergraduate, Spring 2023 –

Introduction to Geographic Information Systems, Undergraduate, Fall 2021 -

Management Science Research Methods I, Graduate, Fall 2021 -

Fundamentals of Data Science with R, Graduate, Fall 2021 -

Computer Programming for Big Data Analysis, Graduate, Fall 2021 –

Research Expertise

Big Data for Spatial Governance, GIScience, Spatial Analysis and Modeling, Regional and Urban Analysis, Machine Learning

Representative Results

1. Zheng M. et al., 2022. Big-data driven functional interaction patterns and governance strategy for Beijing-Tianjin-Hebei region, Acta Geographica Sinica, 77(6): 1374-1390.

2. Zheng, M., 2021. Spatially explicit hyperparameter optimization for neural networks. Springer.

3. Zheng, M., Tang, W., Ogundiran, A., and Yang, J, 2020. Spatial simulation modeling of rural settlement distribution driven by random forest: A case study in archaeology. Sustainability, 2(11): 4748.

4. Liu, H., Zheng, M., Liu, J., and Zheng, X., 2020. Sustainable Land Use in the Trans-provincial Marginal Areas in China. Resources, Conservation & Recycling, 157: 104783.

5. Qiu, X., Zheng, X., and Zheng, M., 2019. Do urban planning policies meet sustainable urbanization goals? A scenario-based study in Beijing, China. Science of The Total Environment, 670: 498-507.

6. Zheng, M., Tang, W., and Zhao, X., 2019. Hyperparameter optimization of neural network-driven spatial modeling accelerated using cyber-enabled high-performance computing. International Journal of Geographical Information Science, 33(2): 314-345.