https://spatial-data-science-conference.com/bootcamps/2023/#register
- Class for Pratt SAVI 810 2020-03: Intro to Python Scripting for Geospatial - https://github.com/pratt-savi-810/pratt-savi-810-2020-03
- Geographic Data Science Lab is a research centre at the University of Liverpool - https://www.liverpool.ac.uk/geographic-data-science/
- CSC Finland – IT Center for Science - Welcome to Introduction to Python GIS -course 2018 - https://automating-gis-processes.github.io/CSC/index.html
- https://modern-gis-curriculum-new-learngis.hub.arcgis.com/
- https://introduction-to-remote-sensing-learngis.hub.arcgis.com/
- https://learn.arcgis.com/en/gallery/
- https://geobgu.xyz/py/index.html
- https://pygis.io/docs/a_intro.html
- https://spatialthoughts.com/courses/
- Geographic Data Science, a course designed by Dr. Dani Arribas-Bel - https://darribas.org/gds_course/content/home.html
I generally recommend using Miniconda - https://docs.conda.io/en/latest/miniconda.html - for managing geospatial python environments.
Miniconda is a free minimal installer for conda. It is a small, bootstrap version of Anaconda that includes only conda, Python, the packages they depend on, and a small number of other useful packages, including pip, zlib and a few others. Use the conda install command to install 720+ additional conda packages from the Anaconda repository. - https://docs.conda.io/en/latest/miniconda.html
Latest Miniconda installers - https://docs.conda.io/en/latest/miniconda.html#latest-miniconda-installer-links
Once Miniconda is set up, create an env:
conda create -n sdsc python=3.8
Activate your Conda environment.
conda activate sdsc
Conda install from requirements.txt
conda install --yes --file requirements.txt
Install Jupyter Lab
pip install jupyterlab
Install GeoPandas
conda install geopandas
Install Rasterio
pip install rasterio
Install Folium
conda install folium -c conda-forge --yes
IPyLealeft
conda install -c conda-forge ipyleaflet
Enable extension
jupyter nbextension enable --py --sys-prefix ipyleaflet
Raster Stats
pip install rasterstats
Rise
pip install RISE
OSMnx (Optional)
!conda install osmnx -y
conda list -e > requirements.txt