jsanz / sdsc

Materials from the Spatial Data Science Bootcamp intro to Geospatial workshop

Spatial Data Science Conference Bootcamp - 2023 - New York

Foundations of Geospatial

https://spatial-data-science-conference.com/bootcamps/2023/#register

Additional Resources

• 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

Setup

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

List of Installations

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

Create Conda Requirements file

conda list -e > requirements.txt