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The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLVIII-G-2025
https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-993-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-993-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
30 Jul 2025
| 30 Jul 2025
Identifying Inefficient Urban Residential Land within Shenzhen City: An Approach Using Gaussian Mixture Model and Multi-Source Big Data
Yixin Liu
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Shihao Liang
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Renzhong Guo
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Weixi Wang
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Ding Ma
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Ye Zheng
Faculty of Electrical Engineering and Computer Science, Ningbo University, Ningbo, 315211, China
Libo Zhang
National Quality Inspection and Testing Center for Surveying and Mapping Products, Beijing 100830, China
Qionghuan Liu
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
Xiaoming Li
Research Institute for Smart Cities & MNR Key Laboratory of Urban Land Resources Monitoring and Simulation, School of Architecture and Urban Planning , Shenzhen University, Shenzhen 518060, China
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