凌振翔
Master
广州大学地理科学与遥感学院
凌同学专注于机器学习在城市建成环境、城市活力等方面的预测与评估工作，在机器学习和深度学习方面有丰富经验。
研究兴趣
代表性论文
Ling, Z., Meng, X., Zheng, Z.*, Cao, Z.*, Hu, Z., Jiang, B., ... & Wu, Z. (2025). A dual-perspective evaluation framework for urban light exposure: integrating top-down visibility and bottom-up occlusion. Information Geography, 100031.
Ling, Z., Meng, X., Chen, Y.*, Qian, Q., Kuang, J., Shi, X., ... ，Zheng, Z. & Wu, Z. (2025). Unveiling the hidden vitality of block-structured neighborhoods through a multimodal urban perception and ensemble learning framework. International Journal of Digital Earth, 18(1), 2545581.
Ling, Z., Zheng, X., Chen, Y., Qian, Q.*, Zheng, Z., Meng, X., ... & Shi, X. (2024). The Nonlinear Relationship and Synergistic Effects between Built Environment and Urban Vitality at the Neighborhood Scale: A Case Study of Guangzhou’s Central Urban Area. Remote Sensing, 16(15), 2826.
Meng, X., Ling, Z., Chen, Y.*, Zheng, X., Shi, X., Kuang, J., ... & Zheng, Z. (2025). Exploring the differential responses of ecosystem services to urbanization: A perspective from the metropolitan area as a whole and internal service bundles. Ecological Indicators, 176, 113685.
Chen, J., Chen, Y.*, Zheng, Z., Ling, Z., Meng, X., Kuang, J., ... & Wu, Z. (2025). Urban Functional Zone Classification Based on High-Resolution Remote Sensing Imagery and Nighttime Light Imagery. Remote Sensing, 17(9), 1588.
Kuang, J., Chen, Y.*, Ling, Z., Meng, X., Chen, W., & Zheng, Z.*. (2025). Assessing Lightweight Folding UAV Reliability Through a Photogrammetric Case Study: Extracting Urban Village’s Buildings Using Object-Based Image Analysis (OBIA) Method. Drones, 9(2), 101.
郑子豪*,邝俊毓,陈颖彪,陈俊宇,孟现昕& 凌振翔.(2024).植被净初级生产力模型研究综述.广州大学学报(自然科学版), (05),13-24.