Fusing LiDAR Observations with Remote-sensing Analysis for finding “beauty” in the city

Introduction

The FLORA project aims to develop a comprehensive, multidimensional indicator dashboard (FLORA dashboard) that combines data from LiDAR, remote sensing, GIS, and human perception surveys to assess and enhance urban environments. The project seeks to address the need for a holistic tool that integrates diverse data sources to capture and score urban aesthetic perception, liveability, and health, ultimately aiding urban planners and public health officials in making data-driven decisions to improve quality of life in cities.

Urban Complexity

Urban environments are complex, with multiple factors such as green spaces, traffic patterns, air quality, and building structures affecting the well-being of residents. Existing assessment tools are often limited to specific factors, lacking the ability to synthesize data from multiple sources into a comprehensive view of urban health and aesthetics.

Key Innovations

The breakthrough innovation of FLORA lies in its ability to merge multiple data sources into a single, cohesive assessment platform. Key innovations include:

1. Multisource Data Integration: Combining LiDAR, remote sensing, and human perception data for a comprehensive understanding of urban environments.
2. Multidimensional Indicators: Creating integrated metrics for urban beauty, liveability, and health, facilitating targeted urban interventions.
3. Human-Centred Approach: Including subjective data from residents to ensure that assessments reflect lived experiences and community needs.

Impact on Policy-Making

The FLORA dashboard will drive evidence-based policy-making and foster proactive urban health strategies. FLORA's innovative approach entails challenges, such as data integration and interdisciplinary collaboration, but also promises high gains in setting new standards for urban health assessment.

Conclusion

The potential of FLORA to revolutionize urban planning and public health strategies through data-driven, human-centred insights makes it a high-impact project with significant societal benefits.