研究方向：交通数据挖掘与建模、交通环境
办公邮箱：ziqin.lan@foxmail.com
个人简介：
蓝子钦，广东技术师范大学汽车与交通工程学院校聘副教授。主要从事交通数据挖掘与建模、交通环境研究，发表SCI/EI论文10余篇。
教育背景：
Ø 2017年8月-2022年6月，中山大学，计算机科学与技术（智能交通工程），博士学位
Ø 2013年8月-2017年6月，中山大学，交通工程，学士学位
主讲课程：
《交通大数据与人工智能方法》、《人工智能与大数据》、《数据库以理及应用》、《交通地理信息系统》、《智能交通图像处理》、《现代物流管理》
代表性论文:
1. Lan, Ziqin; Rong, Ying; Li, Feng. Accuracy impact analysis for speed-based dynamic updates of regional road-traffic noise emissions. Transportation Research Part D: Transport and Environment, 2025, 139: 104578. https://doi.org/10.1016/j.trd.2024.104578
2. Li, Feng; Wang, Haibo; Du, Canyi; Lan, Ziqin; Yu, Feifei; Rong, Ying. Probabilistic prediction model for expressway traffic noise based on short-term monitoring data. Sustainability, 2024, 16(16): 6841. https://doi.org/10.3390/su16166841
3. Li, Feng; Lai, Ruifeng; Rong, Ying; Yu, Feifei; Du, Canyi; Lan, Ziqin; Ye, Borong; Li, Zewen. Dynamic traffic noise simulation at signal-controlled intersections based on cellular automata model. Applied Acoustics, 2024, 224: 110128. https://doi.org/10.1016/j.apacoust.2024.110128
4. Lan, Ziqin; Li, Feng; Cai, Ming. Road traffic noise exposure assessment based on spatiotemporal data fusion. Transportation Research Part D: Transport and Environment, 2024, 127: 104044. https://doi.org/10.1016/j.trd.2024.104044
5. Lan, Ziqin; Yuan, Minmin; Shao, Shegang; Li, Feng. Noise Emission Models of Electric Vehicles Considering Speed, Acceleration, and Motion State. International Journal of Environmental Research and Public Health, 2023, 20(4): 3531. https://doi.org/10.3390/ijerph20043531
6. Lan, Ziqin; Zhang, Zixuan; Chen, Jiatao; Cai, Ming. Inferring alighting bus stops from smart card data combined with cellular signaling data. Transportation, 2024, 51: 1433-1465. https://doi.org/10.1007/s11116-023-10373-5
7. Lan, Ziqin; Cai, Ming. Dynamic traffic noise maps based on noise monitoring and traffic speed data. Transportation Research Part D: Transport and Environment, 2021, 94: 102796. https://doi.org/10.1016/j.trd.2021.102796
8. Lan, Ziqin; He, Canming; Cai, Ming. Urban road traffic noise spatiotemporal distribution mapping using multisource data. Transportation Research Part D: Transport and Environment, 2020, 82: 102323. https://doi.org/10.1016/j.trd.2020.102323
9. Lan, Ziqin; Cai, Ming; Li, Feng; Yang, Weijun. Study of the Traffic Noise Source Emission Model and the Frequency Spectrum Analysis of Electric Vehicles on Urban Roads in China. Acta Acustica United with Acustica, 2018, 104: 989-998. https://doi.org/10.3813/AAA.919265
10. Lan, Ziqin; Cai, Ming; Zhang, Yuanyuan; Huang, Yao. Fine-scale study of the population exposure to road traffic noise in Foshan. 47th International Congress and Exposition on Noise Control Engineering: Impact of Noise Control Engineering, INTER-NOISE 2018, Chicago, USA, August 26 - August 29, 2018.
11. 蓝子钦; 蔡铭; 李锋; 杨炜俊. 2017 年广州市道路交通噪声监测与分析. 环境工程, 2018, 36(10): 156-160.
12. Cai, Ming; Lan, Ziqin; Zhang, Zhiwei; Wang, Haibo. Evaluation of road traffic noise exposure based on high-resolution population distribution and grid-level noise data. Building and Environment, 2019, 147: 211-220. https://doi.org/10.1016/j.buildenv.2018.08.037
13. Yang, Weijun; Lan, Ziqin; Wang, Haibo; Cai, Ming. Case study: Establishment of a vehicle noise emission model for gradient roads. Noise Control Engineering Journal, 2019, 67: 108-116. https://doi.org/10.3397/1/376710
14. Xue, Wangxing; Huang, Zhaofeng; Zhao, Bangtao; Yang, Weijun; Lan, Ziqin; Cai, Ming. Updated traffic noise map method based on speed cluster. Applied Acoustics, 2021, 175: 107818. https://doi.org/10.1016/j.apacoust.2020.107818
主要授权发明专利：
专利类（发明/实用新型）
1. 一种声源强度预测方法、装置、电子设备及存储介质, 专利号：ZL 2023 1 0715727.7, 授权公告日：2023年09月19日.
2. 基于手机信令数据的公交乘客下车站点预测方法及装置, 专利号：ZL 2021 1 1678626.4, 授权公告日：2023年04月28日.
3. 一种判别声源指向性的监测装置, 专利号: ZL 2017 2 0433963.X, 授权公告日: 2017年11月14日.
