Domain / Surface Temperature

Urban heat and surface temperature diagnostics from thermal imagery

Estimate land surface temperature and connect heat patterns to vegetation, built-up intensity, and resilience planning.

Open Modelling Panel

Decision Outputs

01

Land surface temperature raster

02

Thermal anomaly and heat exposure context

03

NDVI-linked emissivity correction support

04

Map-ready GeoTIFF output for dashboards

Workflow

01

Step 1

Upload thermal imagery and NDVI or multispectral support bands.

02

Step 2

Run emissivity-aware LST estimation and AOI clipping.

03

Step 3

Publish heat layers into the map viewer for planning review.

GeoAI Toolchain

Recommended AI and geospatial tools for turning this model into a production-grade Nita AI module.

GeoAI / OpenGEOAI

Geospatial AI model training, segmentation, object detection, inference, and imagery workflows.

Optional runtime integration through geoai-py; the site reports availability when installed. Open docs

Google Earth Engine

Cloud-scale public geospatial datasets, satellite imagery, population rasters, and time-series analysis.

Optional live mode after Earth Engine authentication. Open docs

Leaflet + Leaflet Draw

Interactive AOI drawing, map inspection, layer controls, and user-facing spatial workflows.

Enabled in the browser UI. Open docs

Chart.js

Time-series, indicator, and demographic charts for decision dashboards.

Enabled in the browser UI. Open docs