Scaling the Urban Forest: An Integrated Framework for Managing Cities by Fusing Raster and Vector Data
Urban trees are a cornerstone of 21st-century cities, serving as the most immediate source of nature in our highly urbanised world. Their benefits are extensive; they improve public health, offer calming green spaces, and contribute to the socio-cultural fabric of city life. Ecologically, urban forests are vital in the fight against climate change, mitigating the urban heat island effect, reducing air pollution, and acting as powerful carbon sinks that can harbour more carbon per hectare than some tropical forests. These green assets also host diverse wildlife and provide essential recreational spaces for citizens. However, traditional tree mapping efforts are often costly, labour-intensive, and slow. Furthermore, manual surveys typically only capture trees in accessible areas like parks and roadsides, leading to a significant underestimation of the total urban canopy.
In this short demonstration, we showcase a reproducible framework to move from disparate geospatial datasets to a cohesive, building-level description of green infrastructure at a national scale. Our approach leverages several state-of-the-art tools to overcome the limitations of traditional methods. We aimed to quantify the 3-30-300 rule for urban greening—a “rule of thumb” policy stating that every citizen should see 3 trees from their home, live in a neighbourhood with 30% canopy cover, and be within 300 metres of a public park.
Mon 13 OctDisplayed time zone: Perth change
16:00 - 17:40 | |||
16:00 15mTalk | Challenges in Practice: Building a Usable Library for Planetary-Scale Embeddings PROPL Sadiq Jaffer University of Cambridge, Frank Feng University of Cambridge, Robin Young University of Cambridge, Srinivasan Keshav University of Cambridge, Anil Madhavapeddy University of Cambridge, UK, Robin Young University of Cambridge | ||
16:15 15mPaper | STACD: STAC Extension with DAGs for Geospatial Data and Algorithm Management PROPL Saharsh Laud Indian Institute Of Technology Delhi, Saurabh Joshi Indian Institute Of Technology Delhi, Tarun Mangla Indian Institute Of Technology Delhi, Abhilash Jindal IIT Delhi, India, Aaditeshwar Seth Indian Institute Of Technology Delhi DOI | ||
16:30 15mTalk | Spatial Programming for Environmental Monitoring PROPL Josh Millar Imperial College London, Ryan Gibb University of Cambridge, Roy Ang University of Cambridge, Hamed Haddadi Imperial College London, Anil Madhavapeddy University of Cambridge, UK | ||
16:45 15mPaper | Yirgacheffe: a declarative approach to geospatial data Remote PROPL Michael Dales University of Cambridge, UK, Alison Eyres University of Cambridge, Patrick Ferris University of Cambridge, UK, Anil Madhavapeddy University of Cambridge, UK, Francesca A. Ridley Newcastle University, Simon Tarr IUCN DOI Media Attached | ||
17:00 15mOther | Should we use LLMs to program for the planet? Remote PROPL Jay Torry University of Cambridge | ||
17:15 15mTalk | Scaling the Urban Forest: An Integrated Framework for Managing Cities by Fusing Raster and Vector Data PROPL Andrés C. Zúñiga-González University of Cambridge, Anil Madhavapeddy University of Cambridge, UK, Ronita Bardhan University of Cambridge | ||
17:30 10mDay closing | Closing thoughts from the chairs PROPL Anil Madhavapeddy University of Cambridge, UK, KC Sivaramakrishnan IIT Madras and Tarides, Dominic Orchard University of Cambridge; University of Kent | ||
Please see https://icfp25.sigplan.org/attending/Information-for-Attendees for information on remote and in-person participation for this talk.