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Urban Planning

2025

  • How Bangalore Uses the Metro: Data analysis of Bangalore metro ridership patterns using RTI data showing the Yellow Line's 16% ridership increase and Lalbagh station's 40% surge after August 2025 opening. [Keywords: urban planning Bangalore metro transit ridership data analysis]

2024

  • NetaScore - Walkability using OpenStreetMap: Open-source toolbox assessing bikeability and walkability of road networks using OpenStreetMap data for sustainable mobility planning. [Keywords: urban planning walkability bikeability OpenStreetMap Python mobility]

  • Spatial Configuration of Green Space and Air Temperature: Paper on how urban green space shape and spatial configuration affect air temperature and urban cooling. [Keywords: urban planning green space urban heat island air temperature land cover]

Earlier

  • Zone Builder FOSS4G 2021: Tool for building urban zones for transport and planning analysis. [Keywords: urban planning zoning transport GIS R Python]

  • Pedestrian Environment Index (PEI): Paper on developing and applying the Pedestrian Environment Index for walkability assessment. [Keywords: urban planning walkability pedestrian index GIS]

  • Walkability and the 15-Minute City Model - Milan: Integrated walkability and 15-minute city analysis for Milan. [Keywords: urban planning walkability 15-minute city Milan GIS]

  • Sidewalk Widths NYC: Python tool for measuring and mapping sidewalk widths in New York City using GIS data. [Keywords: urban planning sidewalk width NYC Python GIS]

  • NRCan Geo Sim Processing: Natural Resources Canada tools for geometric simplification and generalization processing. [Keywords: urban planning geometry simplification GIS NRCan Python]

  • neatnet - Street Network Simplification: Python toolkit that simplifies street network geometry by removing dual carriageways and roundabouts, replacing them with morphologically accurate centerline representations. [Keywords: urban planning street network OpenStreetMap simplification dual carriageway Python]

  • Madina - Urban Network Analysis: Python library streamlining urban network analysis and modeling of pedestrian and bicycle trips, with tools for network topology, accessibility analysis, and pedestrian flow simulation. [Keywords: urban planning network analysis pedestrian bicycle accessibility Python]