urban-morphology

FETCH (Framework for Environmental Type Classification Hub) is a QGIS-based tool for automated Local Climate Zone (LCZ) classification. It combines Google Solar API data acquisition with advanced geospatial processing to analyze urban morphology and climate characteristics.

Multi-source data fusion for urban heat mitigation modelling across six European cities. Combines satellite imagery, 3D morphology, and street-level data with explainable ML (XGBoost + SHAP).

Caractérisation structurelle du paysage urbain de Grigny par LiDAR HD IGN - Transposition Nowak et al. 2022 - M1 G2M Paris 8

This is an elaborate research on Urban Sustainable Development

This study identifies the driving factors influencing summer air temperature and develops a high-resolution temperature map using regression kriging in Seoul.

GIS-based urban street network analysis platform using OpenStreetMap, NetworkX, and spatial analytics for urban research.

Reference implementation of the ML pipeline from Alinasab et al. (2025), Int J Biometeorol 69:1645-1662 - Bayesian-optimized classifiers (KNN/DT/SVM/RF/XGBoost/CatBoost) predicting UTCI/PET/PMV from street morphology, with SHAP interpretation

A browser-based classroom laboratory for exploring emergent spatial behaviour.

Reference implementation of the GSCC (Global Source-Conditioned Conductance-Circuit) method for mapping relative urban ventilation capacity from building morphology

Building typology of Novi Sad: 100,000+ footprints clustered on geometry and surroundings, from Overture Maps, Sentinel-2 and OpenStreetMap.

Code and open dataset for 'Beyond Local Climate Zones: Continuous Morphology Archetypes for Heat Mitigation Across 66 Cities' (Sustainable Cities and Society, 2026). 33,715 harmonised 1 km² patches across 66 cities and 15 Köppen zones.

An AI/ML-Powered Geospatial Decision Support System That Integrates Satellite Imagery, Weather Data, And Urban Morphology To Identify Urban Heat Hotspots, Simulate Cooling Strategies, And Recommend Optimal, Location-Specific Interventions To Reduce Heat And Improve Climate Resilience.