Urban planning leaves an audible legacy in a megacity's bird soundscape
Yuhao Chen, Zezhou Hao, Chengyun Zhang, Zongying Li, Lyubing Zhang, Zihao Chen, Wenqiang Fang, Wei Liang, Ting Zhou, Yang Liu
The paper maps bird sound activity in Shenzhen using AI and acoustic monitoring to inform urban planning and monitoring priorities.
bioRxiv · Oct 20, 2026 · PreprintEcology