Skip to content

A collection of external resources related to geospatial computing and geographic data science put together for the 2022 Open Data Science Conference

Notifications You must be signed in to change notification settings

gshs-ornl/odsc-2022

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

10 Commits
 
 

Repository files navigation

Introduction to Geospatial Computing Open Data Science Conference 2022

Software

PySal: Python Spatial Analysis Library
GeoPandas: Geospatial Extension of Pandas Python Library
sf: Simple Features for R
spdep: Spatial Dependence Weighting Schemes and Statistics
stars: Spatiotemporal Arrays Raster and Vector Datacubes mapview: Interactive viewing of spatial data in R
rasterVis: Raster Visualization in R
Rayshader: 3D Maps in R
QGIS: Free and Open Source Geographic Information System
PostGIS: Spatial and Geographic objects for PostgreSQL
Apache Sedona: Spatial Extension of Apache Spark

Books

Spatial Data Science with applications in R
Geocomputation in R
Intro to GIS and Spatial Analysis
Geospatial Data Science With R: Applications in Environmental Geography
Spatial Data Science with R and “terra”
Spatio-Temporal Statistics with R
Analyzing US Census Data: Methods, Maps, and Models in R
Displaying time series, spatial and space-time data with R
The Geography of Transportation Systems

Other learning resources

Resources for Deep Learning with satellite & Aerial Imagery
Dani Arribas-Bel's Geographic Data Science Course Material
NSF's National Ecological Observatory Network (NEON) Tutorials on Spatial Data Processing
GIS&T Body of Knowledge
Common GIS File Fornmat

Data

Multi-Resolution Land Characteristics (MRLC) Consortium
Resourcewatch

extra need to format and organize

https://kepler.gl/

https://training.datapolitan.com/qgis-training/Introduction_to_GIS_Fundamentals

https://training.datapolitan.com/qgis-training/Intermediate_GIS/

About

A collection of external resources related to geospatial computing and geographic data science put together for the 2022 Open Data Science Conference

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published