Improving urban emergency medical service systems through brownfield transformation in Huangshi, China
Zhiping Liu, Yingxue Feng, Jing Li, Haoyu Tao, Zhen Liu, Xiaodan Li

TL;DR
This paper proposes transforming unused urban land into emergency medical service parks to improve coverage and response times in Huangshi, China.
Contribution
A novel 'consultation-referral' model and methodology for optimizing EMS systems using brownfield transformation.
Findings
The current EMS coverage rate in Huangshi is 61.49%, with an inefficient spatial layout.
Transforming brownfields into EMS parks increased coverage to 90.21% with transit times under 30 minutes.
The proposed methodology includes demand assessment, supply optimization, and feasibility verification.
Abstract
A comprehensive emergency medical service (EMS) system significantly enhances a city’s capacity to prevent and mitigate disasters. Using Huangshi as a case study, this research evaluated the service radium coverage rate of the current EMS system by examining its transport capacity, population density, and prevalence rate, finding it to be only 61.49% with an inefficient spatial layout. To address this, we proposed transforming urban brownfields into EMS parks. By selecting the most suitable brownfields based on capacity and service radius, we increased the coverage rate to 90.21%. We introduced a new "consultation-referral" model, where existing EMS facilities serve as pre-diagnosis and triage centers, and the urban brownfield EMS parks function as isolation and centralized treatment centers. GIS network analysis confirmed the feasibility, showing all transit times to be under 30 min.…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsUrban Transport and Accessibility · Traffic and Road Safety · Evacuation and Crowd Dynamics
