Peer-reviewed Journal Articles
- (Chinese) Ma, Y., Zheng, M., Zheng, X., Guo, H., Liu, M., Li, J., Zhu, B., 2023. Prediction and spatiotemporal evolution analysis of green infrastructure based on CA-Markov and MSPA: A case study of Beijing-Tianjin-Hebei urban agglomeration. Acta Ecologica Sinica, 43(16)
- Ma, Y., Zheng, M., Zheng, X., Huang, Y., Xu, F., Wang, X., Liu, J., Lv, Y., and Liu, W., 2023. Land Use Efficiency Assessment under Sustainable Development Goals: A Systematic Review. Land 12, no. 4: 894. https://doi.org/10.3390/land12040894
- Zhang, Y., Zheng, M., and Qin, B., 2023. Optimization of spatial layout based on ESV-FLUS model from the perspective of “Production-Living-Ecological”: A case study of Wuhan City. Ecological Modelling, 481. https://doi.org/10.1016/j.ecolmodel.2023.110356.
- Zheng, M., Wang, H., Shang, Y., and Zheng, X., 2023. Identification and prediction of mixed-use functional areas supported by POI data in Jinan City of China. Scientific Reports, 13, 2913. https://doi.org/10.1038/s41598-023-30140-x.
- Yang, J., Tang, W., Gong, J., Shi, R., Zheng, M., and Dai, Y., 2023. Simulating urban expansion using cellular automata model with spatiotemporally explicit representation of urban demand. Landscape and Urban Planning, 231. https://doi.org/10.1016/j.landurbplan.2022.104640.
- (Chinese) Zheng, M., Chen, M., Hao, X., Ye, T., and Wu, R., 2022. Interaction Between Government Policies and Academia: Analysis of Land Science Development in China from Papers of China Land Science. China Land Science, 36(10): 119-128.
- (Chinese) Zheng, X., Zheng, M., and Xiao, F., 2022. Developing evolution and outlook of natural resources information in China. Natural Resources Information, No.5: 1-7.
- Yang, J., Li, J., Xu, F., Li, S., Zheng, M., Gong, J., 2022. Urban development wave: understanding spatial processes of urban expansion from density gradient of new urban land. Computers, Environment and Urban Systems, 97: 101867.
- Han, F., Zheng, X., Li, J., Zhao, Y., and Zheng, M., 2022. Study on Urban Thermal Environment in Beijing Based on Local Climate Zone Method. Sustainability, 14(15): 9503.
- Han, F., Zheng, X., Wang, P., Liu, D., and Zheng, M., 2022. Effects of Meteorological Factors and Air Pollutants on COVID-19 Transmisson under the Action of Control Measures. International Journal of Environmental Research and Public Health, 19, 9323.
- (Chinese) Zheng, M., Zheng, X., Li, T., Zhang, L., and Lv, Y., 2022. Big-data driven Functional interaction patterns and governance strategy for Beijing-Tianjin-Hebei. Acta Geographica Sinica, 77(6): 1374-1390.
- Ding, X., Zheng, M., and Zheng, X., 2021. The Application of Genetic Algorithm in Land Use Optimization Research: A Review. Land, 10, 526.
- Zheng, M., Tang, W., Ogundiran, A., and Yang, J, 2020. Spatial Simulation Modeling of Settlement Distribution Driven by Random Forest: Consideration of Landscape Visibility. Sustainability, 2(11): 4748.
- 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.
- Xu, Q., 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.
- 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.
- (Chinese) Zheng, M., Zheng, X., and Wang, J., 2018. On Artificial Intelligence Spatial Analysis. Chinese Journal of Nature, 40(5): 363-372, DOI: 10.3969/j.issn.0253-9608.2018.05.006.
- Tang, W., Zheng, M., Zhao, X., Shi, J., Yang, J., and Trettin, C., 2018. Big Geospatial Data Analytics for Global Mangrove Biomass and Carbon Estimation. Sustainability, 10(2), 472.
- (Chinese) Zheng, M., (Associate Editor-in-Chief), 2022. Spatial analysis of landscape patterns and its application. Science Press, Beijing, China.
- Zheng, M., 2021. Spatially explicit hyperparameter optimization for neural networks. Springer, Singapore.
- Zheng, M., Tang, W., Ogundiran, A., Chen, T., and Yang, J., 2020. Parallel landscape visibility analysis: a case study in archaeology. High Performance Computing for Geospatial Applications. Springer.
- Zheng, M., Tang, W., Lan, Y., Zhao, X., Jia, M., Allan, C., Trettin, C., 2018. Parallel Generation of Very High Resolution Digital Elevation Models: High-performance computing for Big Spatial Data Analysis. Big Data in Engineering Applications, edited by Sanjiban Roy, Pijush Samui, Ravinesh Deo, and Stavros Ntalampiras. Springer, Singapore, pp 21-39. DOI: 10.1007/978-981-10-8476-8.
- Hohl, A., Zheng, M., Tang, W., Delmelle, E., and Casas, I., 2017. Spatiotemporal Point Pattern Analysis Using Ripley’s K Function. Geospatial Data Science: Techniques and Applications, edited by Hassan Karimi and Bobak Karimi. CRC Press, Boca Raton, pp 155-175. DOI: 10.1201/b22052.
- Owusu, C., Lan, Y., Zheng, M., Tang, W., and Delmelle, E., 2017. Geocoding Fundamentals and Associated Challenges. Geospatial Data Science: Techniques and Applications, edited by Hassan Karimi and Bobak Karimi. CRC Press, Boca Raton, pp 41-62. DOI: 10.1201/b22052.
- Tang, W., Feng, W., Zheng, M., and Shi, J., 2017. Land Cover Classification of Fine-resolution Remote Sensing Data Driven by Cyber-enabled High-performance and Parallel Computing. Comprehensive Remote Sensing, edited by Shunlin Liang. Elsevier, Dutch, Volumn 9, pp17-28.
- (Poster presenter) Tang, W., Feng, W., Zheng, M., and Shi, J., 2017, Large-scale Agent-based Modeling of Urban Growth: Spatiotemporal Simulation Driven by Big Data and Cyberinfrastructure. I/U CRC Planning Workshop, University of North Carolina at Charlotte, Charlotte, NC, February 7, 2017.
- (Poster presenter) Zheng, M., Tang, W., Shi, J., Lan, Y., Feng, W., Shoemaker, D. and Trettin, C., 2016, Scientific Workflow-driven Automation of Wetland Assessment for the United States: High-performance Computing for Big Spatial Data Analysis. 2016 SouthEastern Division of the Association of American Geographers, Columbia, SC, November 20-22, 2016.
- Zheng, M., 2014, The Beijing Housing Market: Pricing Forecasts Add in Policy Variable Using Multiple Regression Model. 2014 ARES San Diego Conference, San Diego, April 1-5, 2014.
- Zheng, M., 2013, Real Estate Market Simulation Based On SD and ABM, 3rd International Conference on Applied Social Science, Taiwan, January 15-16, 2013.
- (Poster) Zheng, M., 2013, Agent-based Real Estate Market Simulation in China. 2013 International Congress on Social Science and Business, Taiwan, January 8-10, 2013.
- Zheng, M., 2012, Based on Netlogo Simulation for Credit Risk Management. Advances in Computer Science and Engineering–Advanced in Intelligent and Soft Computing, Volume 141: 395-401, DOI: 10.1007/978-3-642-27948-5_522011