Urban planning and spatial analysis

Urban planning and spatial analysis

Analysis and visualization of spatial data from OpenStreetMap

OSMnx Library

OSMnx: Python for street networks. Retrieve, model, analyze, and visualize street networks and other spatial data from OpenStreetMap.

Links

repository

blog

Geopandas

GeoPandas is an open source project to make working with geospatial data in python easier.

Rio de Janeiro city map containing properties for sale (in orange) and subway stations (in black). The greater the distance between a property and a subway station, the lower the value of that property.

openstreetmap machine learning

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Spring

Curso de Geoestatística com laboratórios no SPRING

Aplicação Python para Análise Exploratória, Modelagem de Semivariograma e Predições

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https://github.com/varsha2509/hyperlocal-aq-prediction

https://ichi.pro/pt/implantando-seus-projetos-de-aprendizado-de-maquina-geoespacial-como-aplicativos-da-web-usando-streamlit-e-heroku-76786757885104

https://www.youtube.com/c/QiushengWu/playlists

Qgis

Qgis - A Free and Open Source Geographic Information System.

OpenStreetMap to production-ready map

Extraindo dados do OpenStreetMap usando QGIS e QuickOSM

Acessibilidade Urbana

Introdução à acessibilidade urbana

Estimating public transport emissions from GTFS data

Geocomputation

Geocomputation with R