Chen
M.Sc. Dongsheng Chen
- Phone:
- Room: 0507.01.767
- dongsheng.chen@tum.de
Research Interests
I have a keen interest in city mechanism, urban modeling, urban morphology, with a particular fascination for leveraging explainable AI methods to interprete complex urban systems. I have multidisciplinary background and skills, including GIS, remote sensing analysis, urban studies, and deep learning models. Currently, I am working on modeling urban morphology, intending to reveal high-order city mechanisms towards sustainable urban systems and SDGs.
Selected Publications
Urban modeling
- Chen, Dongsheng, Yu Feng, and Liqiu Meng. "Urban morphology meets geo-knowledge graph." Abstracts of the ICA 6 (2023): 36.
Explainable AI
- Li, Xun, Chen Dongsheng, et al. "Explainable dimensionality reduction (XDR) to unbox AI ‘black box’models: A study of AI perspectives on the ethnic styles of village dwellings." Humanities and Social Sciences Communications 10.1 (2023): 1-13.
Urban slum mapping
- Chen, Dongsheng, et al. "A hierarchical approach for fine-grained urban villages recognition fusing remote and social sensing data." International Journal of Applied Earth Observation and Geoinformation 106 (2022): 102661.
- Tu, Wei, Chen Dongsheng*, et al. "Towards SDG 11: Large-scale geographic and demographic characterisation of informal settlements fusing remote sensing, POI, and open geo-data." ISPRS Journal of Photogrammetry and Remote Sensing 217 (2024): 199-215.
Urban land use dynamic simulation
- Dongsheng Chen, et al. "Exploring the spatial differentiation of urbanization on two sides of the Hu Huanyong Line--based on nighttime light data and cellular automata." Applied Geography 112 (2019): 102081.
- Yao Yao, Zhenhui Sun, Linlong Li, Tao Cheng, Dongsheng Chen*, et al. "CarbonVCA: A cadastral parcel-scale carbon emission forecasting framework for peak carbon emissions." Cities 138 (2023): 104354.
- Yao Yao, Tao Cheng, Zhenhui Sun, Linlong Li, Dongsheng Chen*, et al. "VecLI: A framework for calculating vector landscape indices considering landscape fragmentation." Environmental Modelling & Software 149 (2022): 105325.
- Yao Yao, Haoyan Zhang, Zhenhui Sun, Linlong Li, Tao Cheng, Ying Jiang, Qingfeng Guan, Dongsheng Chen*. "Fine-grained regional economic forecasting for a megacity using vector-based cellular automata." International Journal of Applied Earth Observation and Geoinformation 125 (2023): 103602.
Other urban studies
- Yao Yao, Hanyu Yin, Changwu Xu, Dongsheng Chen*, et al. "Assessing myocardial infarction severity from the urban environment perspective in Wuhan, China." Journal of Environmental Management 317 (2022): 115438.
- Yao, Yao, Dongsheng Chen*, et al. "A time series of urban extent in China using DSMP/OLS nighttime light data." PLoS One 13.5 (2018): e0198189.
Full publication list please refer to my Google Scholar page
Supervision and Teaching
Master Thesis
- Slum Mapping toward SDG 11 using urban morphology and topology (Lucia Mabel Ganchozo Llano, 2024, Cartography)
- Fill the map: Integrating objective data and citizen knowledge for Participatory Urban Planning (Camila Narbaitz Sarsur, 2023, Cartography)
Lecture
- Spatial Visual Analysis - Visual analysis of urban morphology (M.Sc. Geodesy and Geoinformation: SS23, SS24)
Peer Reviews
- Nature - npj Urban Sustainability
- Nature - Scientific Reports
- Environmental Research
- PLOS One