Urban Heat Mapping
Purpose
Urban Heat Mapping analyzes spatial and climate data to identify urban heat hotspots and exposure risks. Its purpose is to support climate-resilient planning by translating complex heat data into actionable insights for reporting, planning, and informed decision-making.
Primary users
The primary user is specified as Both. Additional details about the exact user groups, roles, or departments are not specified.
Where it fits (process/stage/trigger)
Urban Heat Mapping fits into climate-resilient planning and decision-making processes where urban heat risks need to be understood, reported, and addressed. It is triggered when geospatial, climate, demographic, or scenario data must be analyzed to support planning decisions.
Key capabilities / workflow
Urban Heat Mapping retrieves and processes geospatial datasets, analyzes heat exposure, generates heat maps and indicators, evaluates mitigation scenarios, and produces visual and text outputs. Its workflow covers data collection, validation, heat risk analysis, optional scenario evaluation, and delivery of maps, indicators, summaries, risks, drivers, and recommendations.
Inputs
The agent processes geospatial, climate, and demographic data, including GIS layers, satellite land surface temperature imagery, land use, population density, and scenario inputs. Supported input formats include tables, shapefiles, raster images, and API feeds, with referenced sources such as the European Environment Agency on urban heat and climate risk and NASA Earth Observatory for global land surface temperature data.
Outputs / Deliverables
The agent produces urban heat maps, quantitative heat indicators, and scenario-based analyses of mitigation measures. It also delivers concise text summaries explaining key risks, drivers, and recommendations, with outputs structured for reporting, planning, and informed decision-making.
Value
Urban Heat Mapping helps translate complex spatial and climate datasets into clear, actionable outputs that support climate-resilient urban planning. It enables users to identify heat hotspots, understand exposure risks, compare mitigation scenarios, and make more informed decisions.
