spatial-data-science

There are 11 repositories under spatial-data-science topic.

• sfnetworks

  luukvdmeer / sfnetworks

  Tidy Geospatial Networks in R

  geospatial-networksspatial-networksnetwork-analysisspatial-analysisspatial-data-sciencesimple-featuresrspatialtidygraphtidyverse
  Language:R 330
• geosnap

  oturns / geosnap

  The Geospatial Neighborhood Analysis Package

  spatial-analysisurban-modelinggeodemographicsneighborhood-dynamicsspatial-data-scienceurban-analyticsurban-data-scienceurban-informatics
  Language:Python 229

• SamComber / spacv

  Spatial cross-validation in Python.

  cross-validationmachine-learningspatial-data-sciencedata-sciencepythonsklearnscikit-learnscikitlearn-machine-learninggeographic-data-science
  Language:Jupyter Notebook 40

• PBenavides / Automated-Valuation-Model-Lima

  Automated Valuation Machine Learning Model for Lima House Pricing

  pythonmachine-learningspatial-data-scienceweb-scrapingflask
  Language:Jupyter Notebook 19

• ljwolf / spenc

  Spatially-Encouraged Spectral Clustering, a method of discovering clusters/deriving labels for spatially-referenced data with attribute/labels attached.

  clusteringclustergeographyspatial-analysisspatialpython3pythonunsupervised-learningspatial-data-sciencegeographic-data-science
  Language:Jupyter Notebook 11

• accarniel / fsr

  An R package for handling fuzzy spatial data

  spatial-datafuzzy-logicspatial-data-sciencefuzzy-spatial-datafuzzy-inference-system
  Language:R 10

• cdr-book / cdr-book.github.io

  Repository for the website of the book (github hosting support)

  artificial-intelligenceciencia-de-dadosdata-sciencedeep-learningethicsgraphosmachine-learningmodelingrsciencespatial-data-sciencestatisticstext-mininggraphs-social-networks
  Language:HTML 8

• AdrianKriger / osm_LoD1_3DCityModel

  LoD1 3D City Model from OpenStreetMap contributions and raster DEM

  3d-city-modelconstrained-delaunay-triangulationopenstreetmapinteractive-visualizationdigital-elevation-modelspatial-data-sciencepopulation-estimationbuilding-volume-per-capita
  Language:Jupyter Notebook 6

• AISViz / AISdb

  AISdb Python package for smart AIS data storage and interaction.

  ais-dataais-trackingspatial-dataais-receiverspatial-analysisspatial-indexspatial-databasespatial-data-science
  Language:Python 5

• FelipeSBarros / crossfire

  Python module to access shootings reported in Fogo Cruzado app.

  hacktoberfestdatasciencegeographic-data-sciencepythonspatial-analysisspatial-data-science
  Language:Python 5

• lbuk / UD_Intro_SDSML2022

  Materials for the Introduction to Spatial Data Science and Machine Learning workshops and UCL's Urban Design B-Pro programme 2022/2023

  machine-learningpythonspatial-data-scienceurban-design
  Language:Jupyter Notebook 2

• AhmedARezk / Spatio-temporal-hotspot-detection

  Detection of spatio temporal hotspots of traffic accidents in Saudi Arabia for the years 2015 to 2018. The data is aggregated nonetheless using Hijri calendar years 1437, 1438, 1439. Each Hijri year consists of 12 months and approx. 355 days.

  hotspotspatio-temporalspatio-temporal-analysistraffic-accident-analysisdata-analysissaudi-arabiaspatial-econometricsspatial-statisticsspatial-analysisspatial-data-sciencepythonpysalgeopandaspandasnumpymatplotlibgeographical-information-system
  Language:Jupyter Notebook 1

• AISViz / AISdb-Server

  AISdb Python package (server-side) for smart AIS data storage and interaction.

  ais-dataais-infoais-receiverais-trackingspatial-analysisspatial-dataspatial-data-sciencespatial-databasespatial-index
  Language:Python 1

• boydjohnson / ndjson-spatial

  Tools for working with ndjson, turning geojson into ndjson, spatial tools

  ndjsonspatialspatial-data-science
  Language:Rust 1

• CaitHRobinson / Encyclopedia

  Figures from ENGAGER Energy Poverty Encyclopedia entry on sub-regional indicators

  energyenergy-dataenergy-justiceenergy-povertyenergy-vulnerabilitygeographyhuman-geographylow-income-high-costneighbourhoodspovertypoverty-mappingspatial-data-science
  Language:R 1

• CaitHRobinson / SpatialInequalityintheSmartCity

  Contains materials to reproduce descriptive statistics and figures from 'Spatial Inequality in the Smart City: The Sensor Desert Quandary" published in Transactions of the Institute of British Geographers.

  sensor-desertsinequalitysmart-citysocial-justicerecognitiondata-justicedemographyspatial-analysisspatial-data-sciencecitieschicagonewcastle-upon-tynegeographyhuman-geographycensus-tractlower-super-output-areaindex-of-multiple-deprivation
  Language:R 1

• jds485 / Geothermal_ESDA

  This repository contains exploratory spatial data analysis (ESDA) functions and scripts. These functions are designed for geothermal spatial datasets, and are applicable to other spatial datasets.

  exploratory-data-analysisspatial-data-analysisoutlier-detectionsensitivity-analysisspatial-data-sciencespatial-analysisexploratory-data-visualizationsnonparametric-statisticsgeothermalheat-fluxbht
  Language:R 1

• krishnakafle / awesome-spatial-data-science

  We will try to bring up the information related to the spatial data science together in this page. Please add the details so as to bring up the related topics in single place.

  awesomeawesome-spatial-data-sciencedata-sciencedeep-learningmachine-learningspatial-analysisspatial-dataspatial-data-science
  1

• PryskaS / spatial-data-is-special

  Base teórica de geomática e prática no python de geoprocessamento para geospatial data science. Página em construção.

  spatial-dataspatial-analysisdata-sciencegeospatial-analyticsspatial-data-science
  Language:Jupyter Notebook 1

• runck014 / day-of-data

  01.12.18 - Notebook provides basic introduction to spatial data science in python for UMN Day of Data 2018

  spatial-datapysalgeopandasspatial-data-scienceautocorrelationmapping
  Language:Jupyter Notebook 1

• AdrianKriger / geo3D

  3D City Models & Spatial Data Science for Geography and Sustainable Development Education

  constrained-delaunay-triangulationspatial-data-sciencebuilding-volume-per-capitainteractive-visualizationopen-street-mappopulation-estimationteachosmfoss4g
  Language:Jupyter Notebook 0

• lukezaruba / mn-accidents

  A near real-time data pipeline and analysis platform for exploring the spatiotemporal dynamics of fatal and serious injury vehicle accidents in Minnesota. Independent MGIS project at the University of Minnesota supervised by Dr. Bryan Runck.

  accidentsdata-engineeringetlgeospatialgisspatial-data-analysisspatial-data-sciencespatiotemporaltransportation
  Language:Jupyter Notebook 0

• oechenique / analytics

  Explore the world through the lens of data! 🌍🔍 This repository showcases innovative spatial data analytics using Python. Uncover patterns, make predictions, and visualize geographic insights with the power of geospatial analysis. 🚀

  analyticsgeomaticsgeopandasgeospatial-datagispythonspatial-analysisspatial-data-analysisspatial-data-science
  Language:Jupyter Notebook 0

• vaibhavgangani / Mapping-Seven-Wonders-of-the-world-on-a-Map

  A very simple program for beginners (like me :D) in python - Using python module like folium you can create a simple map showing Seven wonders of the world on a basemap

  pythonhtmlcssjavascriptfoliumfolium-mapsdata-sciencespatial-analysisgisremote-sensingraster-datavector-dataspatial-data-science
  Language:HTML 0

• vaibhavgangani / Rasterio-Example-Project

  A very simple yet a very useful project - In this project, I have created an automated script to fetch pixel values from a given set of coordinates.

  pythonspatial-data-analysisdata-sciencespatial-data-sciencerasteriorasterremote-sensinggis
  Language:Python 0

• christophe-wardius / Competences-Cartographie-Informatique

  Présentation détaillée des compétences SIG de Christophe Wardius

  gisspatial-big-dataspatial-data-analysisspatial-data-sciencespatial-analysisgeographical-information-systemgeographic-data-science

• spatial-econometrics / .github

  The Spatial Econometrics Association

  data-scienceeconometricsspatial-analysisspatial-data-sciencespatial-econometricsstatistics