CoolPaths: Street-scale Physiologically equivalent temperature (PET) mapping and cooler-routes planning using open data

This study presents a fully automated pipeline for mapping Physiologically Equivalent Temperature (PET) at high spatial resolution and simulating potential access to cooler paths for pedestrians in cities. PET quantifies the combined effect of solar and thermal radiation on humans and is key to assessing outdoor comfort. The pipeline automatically extracts building footprints, infers building heights, and computes shadows and sky-view factors. It uses Google Earth Engine to obtain tree canopy layers and other open-access satellite data products to compute vegetation, impervious surfaces, and water bodies, which help generate surface albedo maps. Solar irradiance, Mean Radiant Temperature (MRT), and PET maps are then created using meteorological inputs retrieved from the NASA Power API. The generated maps are then fed into an OSM-based routing engine to identify shorter, cooler paths. This open-source tool can provide researchers, urban planners, and public health practitioners with relevant information to evaluate heat-mitigation strategies and design more comfortable, resilient outdoor spaces.

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Publication Details

Journal
City and Environment Interactions
Published
2026-03-01
DOI
https://doi.org/10.1016/j.cacint.2026.100349
Primary Topic
Urban Heat Island Mitigation
Type
article
Field-Weighted Citation Impact
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article

CoolPaths: Street-scale Physiologically equivalent temperature (PET) mapping and cooler-routes planning using open data

Olaf Mumm, Vanessa Miriam Carlow, Deepank Verma
City and Environment Interactions
Urban Heat Island Mitigation
article

CoolPaths: Street-scale Physiologically equivalent temperature (PET) mapping and cooler-routes planning using open data

Olaf Mumm, Vanessa Miriam Carlow, Deepank Verma
article en

Abstract

This study presents a fully automated pipeline for mapping Physiologically Equivalent Temperature (PET) at high spatial resolution and simulating potential access to cooler paths for pedestrians in cities. PET quantifies the combined effect of solar and thermal radiation on humans and is key to assessing outdoor comfort. The pipeline automatically extracts building footprints, infers building heights, and computes shadows and sky-view factors. It uses Google Earth Engine to obtain tree canopy layers and other open-access satellite data products to compute vegetation, impervious surfaces, and water bodies, which help generate surface albedo maps. Solar irradiance, Mean Radiant Temperature (MRT), and PET maps are then created using meteorological inputs retrieved from the NASA Power API. The generated maps are then fed into an OSM-based routing engine to identify shorter, cooler paths. This open-source tool can provide researchers, urban planners, and public health practitioners with relevant information to evaluate heat-mitigation strategies and design more comfortable, resilient outdoor spaces.

City and Environment Interactions
Technische Universität Braunschweig (DE)
Sustainable cities and communities
Openalex Percentile: Top 6%
Urban Heat Island Mitigation
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CoolPaths: Street-scale Physiologically equivalent temperature (PET) mapping and cooler-routes planning using open data — Olaf Mumm, Vanessa Miriam Carlow, et al. · City and Environment Interactions (2026) | TGRS Research Map | TGRS