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 372
• geosnap

  oturns / geosnap

  The Geospatial Neighborhood Analysis Package

  geodemographicsneighborhood-dynamicsspatial-analysisspatial-data-scienceurban-analyticsurban-data-scienceurban-informaticsurban-modeling
  Language:Python 257

• SamComber / spacv

  Spatial cross-validation in Python.

  cross-validationmachine-learningspatial-data-sciencedata-sciencepythonsklearnscikit-learnscikitlearn-machine-learninggeographic-data-science
  Language:Jupyter Notebook 47

• PBenavides / Automated-Valuation-Model-Lima

  Automated Valuation Machine Learning Model for Lima House Pricing

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

• stscl / sdsfun

  Spatial Data Science Complementary Features

  rspatial-data-sciencespatial-data-analysisgeoinformaticsspatial-statistics
  Language:R 16

• 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 12

• 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

• AdrianKriger / osm_LoD1_3DCityModel

  LoD1 3D City Model from OpenStreetMap contributions and raster DEM

  3d-city-modelbuilding-volume-per-capitaconstrained-delaunay-triangulationdigital-elevation-modelinteractive-visualizationopenstreetmappopulation-estimationspatial-data-science
  Language:Jupyter Notebook 8

• FelipeSBarros / crossfire

  Python module to access shootings reported in Fogo Cruzado app.

  datasciencegeographic-data-sciencehacktoberfestpythonspatial-analysisspatial-data-science
  Language:Python 7

• 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 2

• 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 2

• EsriDE / urban-heat-risk-index

  Analyzing Urban Heat Islands Risk Index

  arcgispythonspatial-data-science
  Language:Python 2

• 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
  2

• 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

  pythonurban-designmachine-learningspatial-data-science
  Language:Jupyter Notebook 2

• oechenique / analytics

  🗾 Exploring Japan's spatial patterns through data analytics! From temple networks to urban dynamics, this Python-powered repository uncovers hidden geographic insights across traditional and modern Japanese landscapes. 🌸

  analyticsgeomaticsgeopandasgeospatial-datagispythonspatial-analysisspatial-data-analysisspatial-data-science
  Language:Jupyter Notebook 2

• 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 2

• 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

  energy-povertyenergyenergy-datapovertypoverty-mappinggeographyhuman-geographyspatial-data-scienceneighbourhoodslow-income-high-costenergy-vulnerabilityenergy-justice
  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

• kibetbrian74 / Simulating-and-Visualizing-Bird-Movements-Between-Randomly-Generated-Stations-Using-Geospatial-Data

  The code simulates the movement of birds between various stations, generating data points for each visit, including the station visited, exact (slightly perturbed) coordinates, and a timestamp. This data is stored in a GeoDataFrame that can be used for spatial analysis and visualization.

  conservation-technologydata-simulationspatial-data-scienceecological-and-biodiversity-research
  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-estimation3d-city-modelfoss4ggeographysustainable-development
  Language:HTML 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
  0

• fbxyz / SDS_Bootcamp

  Leveraging Python for Spatial Data Science

  bootcampmatplotlibpythonspatial-data-science
  Language:HTML 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

• mattiegisselbeck / spatial-data-science

  This repository holds a collection of labs and projects completed for Intermediate Spatial Data Science and Advanced Spatial Data Science at the University of Minnesota.

  spatial-data-scienceuniversity-of-minnesotaarcgispython
  Language:Jupyter Notebook 0

• spatial-econometrics / .github

  The Spatial Econometrics Association

  data-scienceeconometricsspatial-analysisspatial-data-sciencespatial-econometricsstatistics
  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

  cssdata-sciencefoliumfolium-mapsgishtmljavascriptpythonraster-dataremote-sensingspatial-analysisspatial-data-sciencevector-data
  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.

  data-sciencegispythonrasterrasterioremote-sensingspatial-data-analysisspatial-data-science
  Language:Python 0

• danielvartan / amanda

  🌍🌾 Presentation of the Article "Climate Change May Alter the Availability of Wild Food Plants in the Brazilian Semiarid"

  beta-diversitybiological-sciencesbrazilclimate-changedata-sciencedata-visualizationethnobiologygeocomputationglobal-warminghabitat-suitabilityhealth-sciencesnutritionqgisrsemiaridspatial-data-sciencespatial-temporal-analysisenviromental-sciencesinterdisciplinary-fieldswild-food-plants
  Language:TeX

• drarunmitra / WSC2024_Poster

  Page for the Additional Information for the poster titled "Access to Stroke Facilities in Kerala: A Spatial Analysis at the Sub-District Level"; submitted to the 16th World Stroke Congress 2024 @ Abu Dhabi, 23-26th October, 2024

  data-sciencehealthcare-accessspatial-analysisspatial-data-sciencestroke

• HEGSRR / Workshop-SDSS-2024

  Workshop for 5th Spatial Data Science Symposium: Teaching reproducibility

  reproducibilityspatial-data-scienceteaching

• opengisci / dsad

  Course Website for Data Science Across the Disciplines: Geography

  spatial-data-sciencedata-scienceeducational-projectgeography
  Language:HTML